Introducción.

En este proyecto, se analizarán los resultados del mundial de natación de 2015 con el objetivo de identificar patrones en el desempeño de los nadadores por país y eventos. Se realizará un análisis exploratorio de datos y se utilizarán técnicas de reducción de dimensionalidad, aprendizaje no supervisado, aprendizaje supervisado, medidas de rendimiento, comparación de modelos y técnicas de Aprendizaje Máquina Explicable.

En primer lugar, veamos con qué datos vamos a tratar. El conjunto de datos consiste en los resultados del Campeonato Mundial de Natación Kazán del año 2015, con los correspondientes datos de cada nadador y prueba. Los datos han sido extraídos de Omega, la plataforma oficial de tiempos de la World Aquatics. El conjunto de datos contiene información sobre los nadadores (fecha de nacimiento, país, id), y sobre la prueba nadada (tiempo de reacción, parciales, tiempo total, estilo, serie).

Las variables o atributos que conforman el conjunto de datos son:

  • athleteid: id del nadador
  • lastname: Apellidos del nadador
  • firstname: El nombre del nadador
  • birthdate: Fecha de nacimiento del nadador
  • gender: Género del nadador/a
  • name: Nombre del país
  • code: abreviatura del país.
  • eventid: id de la prueba nadada (único)
  • heat: Serie en la que nadaron
  • lane: Calle en la que nadaron (0 a 9)
  • points: puntos FINA que realizaron. (es una “estimación” entre el mejor tiempo o récord del mundo, y el tiempo realizado. )
  • reactiontime: Tiempo de reacción en la salida.
  • swimtime: tiempo tardado
  • split: Parcial
  • cumswimtime: Tiempo acumulado en el parcial
  • splitdistance: Distancia del parcial
  • daytime: hora a la que se nadó
  • round: ronda (preliminar, semifinal, final)
  • distance: distancia de la prueba
  • relaycount: Número de relevista.
  • stroke: Estilo de nado en el que se realizó la prueba.
  • splitswimtime: Tiempo del parcial (50m)

Entender los datos.

Primeramente, vamos a leer los datos:

datos2015<-read.csv("datos/2015_FINA.csv", header=TRUE, sep = ',')

Una vez nuestro programa los ha leído, vamos a averiguar el tamaño de los datos con los que vamos a tratar:

dim(datos2015)
## [1] 11423    22

Las dimensiones del dataframe son 11423 filas y 22 variables o columnas.

Veamos la primera ocurrencia:

head(datos2015,1)
##   athleteid lastname firstname  birthdate gender    name code eventid heat lane
## 1    100784   BORSHI      NOEL 1996-02-13      F Albania  ALB       1    1    4
##   points reactiontime swimtime split cumswimtime splitdistance daytime round
## 1    680         0.77    63.65     1       29.63            50     930   PRE
##   distance relaycount stroke splitswimtime
## 1      100          1    FLY         29.63

Observamos Noel Borshi, nadadora albanesa nacida un 13 de febrero de 1996, que tiene como id el número (100784). Noel Borshi nadó la prueba 1 en la serie 1 y carril 4. Nadó el 100m Mariposa en la ronda preliminar con un tiempo final de 63.65 segundos y pasó por el primer parcial (50m) en 29.63 segundos.

Análisis exploratorio de datos.

Resumen de los datos.

A continuación, vamos a ver un resumen de los datos:

summary(datos2015)
##    athleteid        lastname          firstname          birthdate        
##  Min.   :100392   Length:11423       Length:11423       Length:11423      
##  1st Qu.:101501   Class :character   Class :character   Class :character  
##  Median :103266   Mode  :character   Mode  :character   Mode  :character  
##  Mean   :106980                                                           
##  3rd Qu.:110718                                                           
##  Max.   :125573                                                           
##                                                                           
##     gender              name               code              eventid      
##  Length:11423       Length:11423       Length:11423       Min.   :  1.00  
##  Class :character   Class :character   Class :character   1st Qu.: 13.00  
##  Mode  :character   Mode  :character   Mode  :character   Median : 30.00  
##                                                           Mean   : 53.15  
##                                                           3rd Qu.: 39.00  
##                                                           Max.   :428.00  
##                                                                           
##       heat            lane           points        reactiontime   
##  Min.   : 1.00   Min.   :0.000   Min.   :  52.0   Min.   :0.4200  
##  1st Qu.: 1.00   1st Qu.:2.000   1st Qu.: 783.0   1st Qu.:0.6800  
##  Median : 3.00   Median :4.000   Median : 853.0   Median :0.7200  
##  Mean   : 3.08   Mean   :4.485   Mean   : 826.6   Mean   :0.7205  
##  3rd Qu.: 4.00   3rd Qu.:7.000   3rd Qu.: 902.0   3rd Qu.:0.7600  
##  Max.   :12.00   Max.   :9.000   Max.   :1028.0   Max.   :0.9700  
##                                  NA's   :71       NA's   :61      
##     swimtime           split         cumswimtime      splitdistance   
##  Min.   :  21.19   Min.   : 1.000   Min.   :  21.19   Min.   :  50.0  
##  1st Qu.: 114.10   1st Qu.: 1.000   1st Qu.:  49.45   1st Qu.:  50.0  
##  Median : 231.31   Median : 3.000   Median :  99.36   Median : 150.0  
##  Mean   : 366.11   Mean   : 6.296   Mean   : 197.01   Mean   : 314.8  
##  3rd Qu.: 523.24   3rd Qu.: 8.000   3rd Qu.: 255.23   3rd Qu.: 400.0  
##  Max.   :1137.27   Max.   :30.000   Max.   :1137.27   Max.   :1500.0  
##  NA's   :59                         NA's   :59                        
##     daytime        round              distance        relaycount
##  Min.   : 930   Length:11423       Min.   :  50.0   Min.   :1   
##  1st Qu.:1000   Class :character   1st Qu.: 200.0   1st Qu.:1   
##  Median :1048   Mode  :character   Median : 400.0   Median :1   
##  Mean   :1192                      Mean   : 580.5   Mean   :1   
##  3rd Qu.:1117                      3rd Qu.: 800.0   3rd Qu.:1   
##  Max.   :1943                      Max.   :1500.0   Max.   :1   
##                                                                 
##     stroke          splitswimtime   
##  Length:11423       Min.   : 21.19  
##  Class :character   1st Qu.: 29.10  
##  Mode  :character   Median : 30.82  
##                     Mean   : 31.02  
##                     3rd Qu.: 32.77  
##                     Max.   :101.02  
##                     NA's   :59

De aquí, podemos observar que tenemos algunos valores nulos (NA’s), durante toda la competición, que como máximo hubo 12 series y como mínimo 1 y que la piscina disponía de 10 carriles numerados del 0 al 9. También observamos que se nadaron pruebas de 50 y hasta 1500 metros.

Tenemos variables categóricas las cuales se han tratado como continuas de partida. Por lo cual, usando la librería “dyplr”, vamos a convertirlas a variables categóricas en R para tener una mejor visualización de ellas.

datos2015<- datos2015 %>% convert_as_factor(gender,name,code,round,heat,lane,stroke, relaycount)

Visualicemos ahora de nuevo el resumen:

summary(datos2015)
##    athleteid        lastname          firstname          birthdate        
##  Min.   :100392   Length:11423       Length:11423       Length:11423      
##  1st Qu.:101501   Class :character   Class :character   Class :character  
##  Median :103266   Mode  :character   Mode  :character   Mode  :character  
##  Mean   :106980                                                           
##  3rd Qu.:110718                                                           
##  Max.   :125573                                                           
##                                                                           
##  gender              name           code         eventid            heat     
##  F:5236   United States: 755   USA    : 755   Min.   :  1.00   1      :3181  
##  M:6187   China        : 507   CHN    : 507   1st Qu.: 13.00   2      :2297  
##           Australia    : 479   AUS    : 479   Median : 30.00   3      :1838  
##           Great Britain: 462   GBR    : 462   Mean   : 53.15   4      :1561  
##           Germany      : 411   GER    : 411   3rd Qu.: 39.00   5      :1317  
##           Italy        : 382   ITA    : 382   Max.   :428.00   6      : 439  
##           (Other)      :8427   (Other):8427                    (Other): 790  
##       lane          points        reactiontime       swimtime      
##  4      :1303   Min.   :  52.0   Min.   :0.4200   Min.   :  21.19  
##  6      :1269   1st Qu.: 783.0   1st Qu.:0.6800   1st Qu.: 114.10  
##  5      :1247   Median : 853.0   Median :0.7200   Median : 231.31  
##  2      :1246   Mean   : 826.6   Mean   :0.7205   Mean   : 366.11  
##  3      :1215   3rd Qu.: 902.0   3rd Qu.:0.7600   3rd Qu.: 523.24  
##  7      :1202   Max.   :1028.0   Max.   :0.9700   Max.   :1137.27  
##  (Other):3941   NA's   :71       NA's   :61       NA's   :59       
##      split         cumswimtime      splitdistance       daytime     round     
##  Min.   : 1.000   Min.   :  21.19   Min.   :  50.0   Min.   : 930   FIN:1475  
##  1st Qu.: 1.000   1st Qu.:  49.45   1st Qu.:  50.0   1st Qu.:1000   PRE:8904  
##  Median : 3.000   Median :  99.36   Median : 150.0   Median :1048   SEM:1022  
##  Mean   : 6.296   Mean   : 197.01   Mean   : 314.8   Mean   :1192   SOP:   4  
##  3rd Qu.: 8.000   3rd Qu.: 255.23   3rd Qu.: 400.0   3rd Qu.:1117   SOS:  18  
##  Max.   :30.000   Max.   :1137.27   Max.   :1500.0   Max.   :1943             
##                   NA's   :59                                                  
##     distance      relaycount    stroke     splitswimtime   
##  Min.   :  50.0   1:11423    BACK  :1053   Min.   : 21.19  
##  1st Qu.: 200.0              BREAST:1205   1st Qu.: 29.10  
##  Median : 400.0              FLY   :1095   Median : 30.82  
##  Mean   : 580.5              FREE  :6782   Mean   : 31.02  
##  3rd Qu.: 800.0              MEDLEY:1288   3rd Qu.: 32.77  
##  Max.   :1500.0                            Max.   :101.02  
##                                            NA's   :59

Viendo este resumen de los datos podemos comenzar a entender algunas de las variables.

Observamos que las variables name y code toman absolutamente los mismos valores. Se trata del país de procedencia de cada nadador.

Vemos que hay 5 tipos de nado: braza, mariposa, crol, espalda y estilos individual.

No hemos guardado la distancia como una variable categórica, pero más adelante veremos que hay 6 distancias (50, 100, 200, 400, 800, 1500). Hay 5 tipos de ronda distintos.

El menor tiempo de reacción fue de 0.42 y el mayor de 0.97.

Viendo los datos, observamos que cada nadador tiene en una prueba concreta, tantas filas como parciales tenía en esa prueba, luego es obvio que para conocer mejor algunas variables, vamos a necesitar limpiar los datos para que los elementos repetidos no causen interferencia en nuestros datos.

A continuación, vamos a ir realizando estudios para tratar de comprender más a fondo algunas variables.

Variable Relaycount.

Si observamos el resumen de la variable relaycount:

summary(datos2015$relaycount)
##     1 
## 11423

Observamos que sólo toma un único valor, 1. Esto se debe principalmente a que nuestro conjunto de datos consta de las pruebas individuales del mundial de Kazán 2015, luego como no hay relevos, todos los nadadores son el primer “relevista” en su prueba.

Luego, la eliminamos:

datos2015$relaycount <- NULL

Luego ahora, tenemos 21 variables en vez de 22.

Valores NA. Datos faltantes.

Si volvemos a mirar nuestro resumen, observamos que hay valores faltantes. Vamos a tratar de identificarlos, intentar entender el por qué de esos datos faltantes, y razonar cuándo será conveniente eliminarlos o no de nuestro estudio.

Para ello, vamos a obtener primeramente un resumen de cuántos datos faltantes hay:

print(sum(is.na(datos2015)))
## [1] 309

Observamos que hay 309 valores faltantes.

Vamos a crear una dataframe donde se nos muestren dónde se encuentran los valores faltantes:

datosNA <- datos2015[rowSums(is.na(datos2015)) > 0, ]
dim(datosNA)
## [1] 73 21

Observamos que, de 11429 observaciones de mi dataframe original, en 73 de ellas, existe algún valor nulo. Es decir, un 0.63 % por ciento. Lo cual es un valor muy bajo.

En principio y sin estudiar nada más, podríamos considerar eliminar las filas que contengan datos faltantes ya que toman un valor muy pequeño con respecto al total. Aún así, vamos a ver dónde se suelen tomar más valores nulos e intentar explicar el por qué. Hacemos una dataframe adicional con los valores nulos de cada variable en porcentaje:

percent_na <- colSums(is.na(datosNA)) / nrow(datosNA) * 100
percent_na
##     athleteid      lastname     firstname     birthdate        gender 
##       0.00000       0.00000       0.00000       0.00000       0.00000 
##          name          code       eventid          heat          lane 
##       0.00000       0.00000       0.00000       0.00000       0.00000 
##        points  reactiontime      swimtime         split   cumswimtime 
##      97.26027      83.56164      80.82192       0.00000      80.82192 
## splitdistance       daytime         round      distance        stroke 
##       0.00000       0.00000       0.00000       0.00000       0.00000 
## splitswimtime 
##      80.82192

Observamos de manera bastante clara que los datos nulos tienen mucho que ver con el tiempo acumulado, los puntos finales, el tiempo de reacción, el tiempo final y el tiempo al paso por el parcial.

A continuación, vamos a intentar clasificar los nulos dependiendo qué falta:

Valores nulos en los que faltan todas las variables.

Visualicemos los datos donde faltan todas las variables dichas anteriormente:

todosNA<-datosNA[is.na(datosNA$points) & is.na(datosNA$reactiontime) & is.na(datosNA$swimtime) & is.na(datosNA$cumswimtime) & is.na(datosNA$splitswimtime), ]

dim(todosNA)
## [1] 59 21

Bien, en 59 de las 73 observaciones, faltan, tanto el tiempo de reacción, los puntos finales, el tiempo final, los parciales acumulados… Es decir, nadadores que posiblemente se dieron de baja en la prueba.

summary(todosNA)
##    athleteid        lastname          firstname          birthdate        
##  Min.   :100433   Length:59          Length:59          Length:59         
##  1st Qu.:101576   Class :character   Class :character   Class :character  
##  Median :102889   Mode  :character   Mode  :character   Mode  :character  
##  Mean   :108266                                                           
##  3rd Qu.:115503                                                           
##  Max.   :122970                                                           
##                                                                           
##  gender       name         code       eventid            heat         lane   
##  F:16   Cameroon: 6   CMR    : 6   Min.   :  1.00   1      :12   3      :14  
##  M:43   Hungary : 6   HUN    : 6   1st Qu.: 18.50   2      :11   8      : 7  
##         Mexico  : 5   MEX    : 5   Median : 28.00   4      :10   9      : 7  
##         Brazil  : 3   BRA    : 3   Mean   : 26.51   5      : 6   0      : 6  
##         Germany : 3   GER    : 3   3rd Qu.: 34.00   3      : 5   4      : 6  
##         Estonia : 2   ESP    : 2   Max.   :138.00   7      : 3   1      : 5  
##         (Other) :34   (Other):34                    (Other):12   (Other):14  
##      points     reactiontime    swimtime       split    cumswimtime 
##  Min.   : NA   Min.   : NA   Min.   : NA   Min.   :1   Min.   : NA  
##  1st Qu.: NA   1st Qu.: NA   1st Qu.: NA   1st Qu.:1   1st Qu.: NA  
##  Median : NA   Median : NA   Median : NA   Median :1   Median : NA  
##  Mean   :NaN   Mean   :NaN   Mean   :NaN   Mean   :1   Mean   :NaN  
##  3rd Qu.: NA   3rd Qu.: NA   3rd Qu.: NA   3rd Qu.:1   3rd Qu.: NA  
##  Max.   : NA   Max.   : NA   Max.   : NA   Max.   :1   Max.   : NA  
##  NA's   :59    NA's   :59    NA's   :59                NA's   :59   
##  splitdistance    daytime       round       distance         stroke  
##  Min.   :50    Min.   : 930.0   FIN: 1   Min.   :  50.0   BACK  : 7  
##  1st Qu.:50    1st Qu.: 930.0   PRE:58   1st Qu.:  50.0   BREAST: 9  
##  Median :50    Median : 949.0   SEM: 0   Median : 100.0   FLY   :11  
##  Mean   :50    Mean   : 997.2   SOP: 0   Mean   : 228.8   FREE  :24  
##  3rd Qu.:50    3rd Qu.:1030.0   SOS: 0   3rd Qu.: 200.0   MEDLEY: 8  
##  Max.   :50    Max.   :1820.0            Max.   :1500.0              
##                                                                      
##  splitswimtime
##  Min.   : NA  
##  1st Qu.: NA  
##  Median : NA  
##  Mean   :NaN  
##  3rd Qu.: NA  
##  Max.   : NA  
##  NA's   :59
todosNA[todosNA$round=="FIN",]
##      athleteid lastname firstname  birthdate gender  name code eventid heat
## 2100    103297      SUN      YANG 1991-12-01      M China  CHN     138    1
##      lane points reactiontime swimtime split cumswimtime splitdistance daytime
## 2100    3     NA           NA       NA     1          NA            50    1820
##      round distance stroke splitswimtime
## 2100   FIN     1500   FREE            NA

La mayoría de nadadores causaron baja en la ronda preliminar, pero hay uno, el nadador chino Sun Yang, que causó baja en la final del 1500m libres masculino.

Haciendo una pequeña búsqueda en los resultados de la World Aquatics de los mundiales de 2015, observamos que Sun Yang produjo DNS (Did not Start).

todosNA[todosNA$firstname=="CESAR",]
##      athleteid    lastname firstname  birthdate gender   name code eventid heat
## 1179    100523 CIELO FILHO     CESAR 1987-01-10      M Brazil  BRA      28   12
##      lane points reactiontime swimtime split cumswimtime splitdistance daytime
## 1179    3     NA           NA       NA     1          NA            50     930
##      round distance stroke splitswimtime
## 1179   PRE       50   FREE            NA

También, buscando a César Cielo en el 50 libres de las preliminares, observamos que causó baja DNS. Para ponernos en contexto, Cesar Cielo es a dia de hoy, el poseedor del récord mundial del 50 libres, luego también resultaba raro que causase baja.

Luego todo parece indicar que estos nadadores fueron baja en esa prueba y por ello no sale ningún dato en esas variables. Vamos a optar por eliminarlos.

#Primero datosNA: 
datosNA <- datosNA %>%
  filter(!(is.na(datosNA$points) & is.na(datosNA$reactiontime) & is.na(datosNA$swimtime) & is.na(datosNA$cumswimtime) & is.na(datosNA$splitswimtime)))

#Ahora, los eliminamos de datos2015: 
datos2015<-datos2015 %>%
  filter(!(is.na(datos2015$points) & is.na(datos2015$reactiontime) & is.na(datos2015$swimtime) & is.na(datos2015$cumswimtime) & is.na(datos2015$splitswimtime)))

Bien, ahora, tenemos solamente datos en los que falta alguna de las variables. Analizamos nuevamente para poder reclasificarlos:

datosNA
##    athleteid      lastname              firstname  birthdate gender
## 1     110900      TREFFERS                    BEN 1991-08-15      M
## 2     121185        SEIBOU                LARAIBA 2000-12-06      F
## 3     101566        NASSIF     CHRISTIAN DJIDAGUI 1994-01-01      M
## 4     111377     SAUVOUREL     CHLOE MARIE HELENE 2000-06-18      F
## 5     108307  BARRERA AIRA                ARMANDO 1995-11-18      M
## 6     108649 KALOPSIDIOTIS                 MARKOS 1991-06-15      M
## 7     125573        MUKTAR       ABDELMALIK TOFIK 1996-04-19      M
## 8     110501        JALLOW                 MIMOSA 1994-06-17      F
## 9     108274        BAQLAH                 TALITA 1995-10-27      F
## 10    102784          HALL                 JOSHUA 1991-04-12      M
## 11    102775       MOROZOV               VLADIMIR 1992-06-16      M
## 12    107019       TYURINA             ANASTASIYA 2001-09-27      F
## 13    107019       TYURINA             ANASTASIYA 2001-09-27      F
## 14    113324      ALSHAMSI ALIA ALI ABDULLA MAJED 2000-05-02      F
##                    name code eventid heat lane points reactiontime swimtime
## 1             Australia  AUS     210    2    8     NA         0.71    54.50
## 2                 Benin  BEN      36    2    7     NA         0.88    47.47
## 3  Central African Rep.  CAF      14    3    0     NA         0.77    47.33
## 4  Central African Rep.  CAF      34    2    8    132           NA    46.55
## 5                  Cuba  CUB      10    3    2     NA         0.57    55.84
## 6                Cyprus  CYP       6    3    1     NA         0.64    67.96
## 7              Ethiopia  ETH      28    4    0     NA         0.79    27.34
## 8               Finland  FIN      18    4    2     NA         0.42    28.18
## 9                Jordan  JOR      34    7    9     NA         0.74    26.53
## 10          Philippines  PHI      14    6    8     NA         0.66    28.37
## 11               Russia  RUS     219    2    5     NA         0.47    48.12
## 12           Tajikistan  TJK      18    1    5    347           NA    38.48
## 13           Tajikistan  TJK      34    2    6     NA         0.80    32.22
## 14 United Arab Emirates  UAE      11    1    9     NA         0.74   101.02
##    split cumswimtime splitdistance daytime round distance stroke splitswimtime
## 1      1       54.50            50    1748   SEM      100   BACK         54.50
## 2      1       47.47            50    1008   PRE       50 BREAST         47.47
## 3      1       47.33            50     930   PRE       50 BREAST         47.33
## 4      1       46.55            50     930   PRE       50   FREE         46.55
## 5      1       55.84            50     949   PRE      100   BACK         55.84
## 6      1       67.96            50    1134   PRE      100 BREAST         67.96
## 7      1       27.34            50     930   PRE       50   FREE         27.34
## 8      1       28.18            50     930   PRE       50   BACK         28.18
## 9      1       26.53            50     930   PRE       50   FREE         26.53
## 10     1       28.37            50     930   PRE       50 BREAST         28.37
## 11     1       48.12            50    1732   SEM      100   FREE         48.12
## 12     1       38.48            50     930   PRE       50   BACK         38.48
## 13     1       32.22            50     930   PRE       50   FREE         32.22
## 14     1      101.02            50    1007   PRE      100 BREAST        101.02

Nos quedan solamente 14 filas en los que hay datos nulos.

Si seguimos con nuestra limpieza:

Valores nulos donde faltan los puntos:

Veamos qué sucede si sólo faltan los puntos:

naReactionTime<-datosNA[is.na(datosNA$points),]
naReactionTime
##    athleteid      lastname              firstname  birthdate gender
## 1     110900      TREFFERS                    BEN 1991-08-15      M
## 2     121185        SEIBOU                LARAIBA 2000-12-06      F
## 3     101566        NASSIF     CHRISTIAN DJIDAGUI 1994-01-01      M
## 5     108307  BARRERA AIRA                ARMANDO 1995-11-18      M
## 6     108649 KALOPSIDIOTIS                 MARKOS 1991-06-15      M
## 7     125573        MUKTAR       ABDELMALIK TOFIK 1996-04-19      M
## 8     110501        JALLOW                 MIMOSA 1994-06-17      F
## 9     108274        BAQLAH                 TALITA 1995-10-27      F
## 10    102784          HALL                 JOSHUA 1991-04-12      M
## 11    102775       MOROZOV               VLADIMIR 1992-06-16      M
## 13    107019       TYURINA             ANASTASIYA 2001-09-27      F
## 14    113324      ALSHAMSI ALIA ALI ABDULLA MAJED 2000-05-02      F
##                    name code eventid heat lane points reactiontime swimtime
## 1             Australia  AUS     210    2    8     NA         0.71    54.50
## 2                 Benin  BEN      36    2    7     NA         0.88    47.47
## 3  Central African Rep.  CAF      14    3    0     NA         0.77    47.33
## 5                  Cuba  CUB      10    3    2     NA         0.57    55.84
## 6                Cyprus  CYP       6    3    1     NA         0.64    67.96
## 7              Ethiopia  ETH      28    4    0     NA         0.79    27.34
## 8               Finland  FIN      18    4    2     NA         0.42    28.18
## 9                Jordan  JOR      34    7    9     NA         0.74    26.53
## 10          Philippines  PHI      14    6    8     NA         0.66    28.37
## 11               Russia  RUS     219    2    5     NA         0.47    48.12
## 13           Tajikistan  TJK      34    2    6     NA         0.80    32.22
## 14 United Arab Emirates  UAE      11    1    9     NA         0.74   101.02
##    split cumswimtime splitdistance daytime round distance stroke splitswimtime
## 1      1       54.50            50    1748   SEM      100   BACK         54.50
## 2      1       47.47            50    1008   PRE       50 BREAST         47.47
## 3      1       47.33            50     930   PRE       50 BREAST         47.33
## 5      1       55.84            50     949   PRE      100   BACK         55.84
## 6      1       67.96            50    1134   PRE      100 BREAST         67.96
## 7      1       27.34            50     930   PRE       50   FREE         27.34
## 8      1       28.18            50     930   PRE       50   BACK         28.18
## 9      1       26.53            50     930   PRE       50   FREE         26.53
## 10     1       28.37            50     930   PRE       50 BREAST         28.37
## 11     1       48.12            50    1732   SEM      100   FREE         48.12
## 13     1       32.22            50     930   PRE       50   FREE         32.22
## 14     1      101.02            50    1007   PRE      100 BREAST        101.02

Vamos a buscar los resultados de World Aquatics de alguno de ellos, para estimar qué esta sucediendo. ¿Fueron descalificados?.

Nuestro nadador de la primera fila, Ben Treffers, fue descalificado. Buscamos también a Vladimir Morozov, y también fue descalificado. Luego, son participantes que nadaron pero quedaron descalificados. Por tanto, sus datos nos servirán para hacer estudios sobre participación, pero no para cualquier estudio que involucre los resultados. Luego estos, no los eliminamos del dataframe inicial.

datosNA <- datosNA %>%
  filter(!(is.na(datosNA$points)))

Me quedan las dos ultimas observaciones por ver:

datosNA
##   athleteid  lastname          firstname  birthdate gender                 name
## 1    111377 SAUVOUREL CHLOE MARIE HELENE 2000-06-18      F Central African Rep.
## 2    107019   TYURINA         ANASTASIYA 2001-09-27      F           Tajikistan
##   code eventid heat lane points reactiontime swimtime split cumswimtime
## 1  CAF      34    2    8    132           NA    46.55     1       46.55
## 2  TJK      18    1    5    347           NA    38.48     1       38.48
##   splitdistance daytime round distance stroke splitswimtime
## 1            50     930   PRE       50   FREE         46.55
## 2            50     930   PRE       50   BACK         38.48

Tenemos dos observaciones en las cuales no existe el tiempo de reacción. Seguramente se deba a algún fallo en el sistema electrónico o algún fallo al pasar los datos. Por lo tanto, al igual que con los anteriores, no lo eliminaremos de nuestro dataframe inicial, pero sí lo tendremos en cuenta cuando tengamos que analizar estudios que tengan que ver con el tiempo de reacción.

print(sum(is.na(datos2015)))
## [1] 14

Luego, de 309 iniciales, vamos a tratar ahora con 14 datos nulos ya controlados.

Variable birthdate. Creacion de nueva variable edad

A continuación, vamos a crear una variable llamada edad, ya que será más representativo que trabajar con la variable birthdate. La variable tendrá el valor numérico de la edad de cada participante en el momento del mundial. Es decir, el 24 de Julio de 2015.

datos2015$birthdate <- as.Date(datos2015$birthdate)
#Calculamos la edad
fechaKazan<- as.Date("2015-07-24")
datos2015$edad <- as.numeric(difftime(fechaKazan, datos2015$birthdate, units = "weeks")) %/% 52  # Convertir de semanas a años

Además, borramos la variable birthdate:

datos2015$birthdate=NULL

Dataframes.

Si visualizamos el dataframe datos2015, observamos por cada prueba de cada nadador, salen n filas que equivalen a los n parciales (de 50m ) en los que constaba la prueba. Luego, para algunos estudios, usar este dataframe va a suponer duplicar, triplicar e incluso multiplicar por 15 un mismo valor (en el caso de las carreras de 1500m). Además, no estaríamos haciendo un análisis correcto, puesto que los resultados estarían claramente sesgados hacia los de las distancias más largas. Por ejemplo, en el caso del tiempo de reacción, los tiempos de los nadadores de 1500 metros se contabilizarían 15 veces. Mientras que en los nadadores de 50 metros sólo una vez.

A continuación, procedemos a presentar los dataframes que vamos a utilizar dependiendo lo que queramos estudiar:

Dataframe nadadoresParticipantes.

Utilizaremos este dataframe para realizar análisis sobre el número de nadadores, proporción entre hombres y mujeres, la edad de los participantes, etc. Es decir, análisis sobre datos que no requieren el conocimiento de la progresión en sus splits. Para ello, nos bastará con tener la primera fila de cada participante.

Creamos, por tanto, un nuevo dataframe, llamado nadadoresParticipantes, el cual constará de todos los participantes sin repetir. Nos basaremos en la unicidad de la variable athleteid para crearla.

nadadoresParticipantes <- datos2015 %>%
  distinct(athleteid, .keep_all = TRUE)

#guardamos una copia de seguridad por si se modifica el dataframe más adelante. 

nadadoresParticipantesCopia<-nadadoresParticipantes
summary(nadadoresParticipantes)
##    athleteid        lastname          firstname         gender 
##  Min.   :100392   Length:1099        Length:1099        F:491  
##  1st Qu.:101641   Class :character   Class :character   M:608  
##  Median :105575   Mode  :character   Mode  :character          
##  Mean   :107933                                                
##  3rd Qu.:111033                                                
##  Max.   :125573                                                
##                                                                
##             name          code        eventid           heat          lane    
##  China        : 39   CHN    : 39   Min.   : 1.00   2      :182   3      :122  
##  United States: 36   USA    : 36   1st Qu.: 5.00   3      :175   7      :116  
##  Italy        : 31   ITA    : 31   Median :11.00   4      :157   2      :115  
##  Russia       : 30   RUS    : 30   Mean   :13.49   5      :133   5      :114  
##  Australia    : 29   AUS    : 29   3rd Qu.:19.00   1      :130   6      :113  
##  Germany      : 27   GER    : 27   Max.   :40.00   6      :105   8      :111  
##  (Other)      :907   (Other):907                   (Other):217   (Other):408  
##      points       reactiontime       swimtime           split  
##  Min.   : 52.0   Min.   :0.4600   Min.   :  22.01   Min.   :1  
##  1st Qu.:687.5   1st Qu.:0.6600   1st Qu.:  52.77   1st Qu.:1  
##  Median :803.0   Median :0.7000   Median :  63.66   Median :1  
##  Mean   :752.4   Mean   :0.7032   Mean   : 114.92   Mean   :1  
##  3rd Qu.:863.0   3rd Qu.:0.7400   3rd Qu.: 127.39   3rd Qu.:1  
##  Max.   :996.0   Max.   :0.9700   Max.   :1101.09   Max.   :1  
##  NA's   :4       NA's   :2                                     
##   cumswimtime     splitdistance    daytime       round         distance     
##  Min.   : 22.01   Min.   :50    Min.   : 930.0   FIN:   0   Min.   :  50.0  
##  1st Qu.: 26.33   1st Qu.:50    1st Qu.: 930.0   PRE:1099   1st Qu.: 100.0  
##  Median : 28.14   Median :50    Median : 954.0   SEM:   0   Median : 100.0  
##  Mean   : 28.82   Mean   :50    Mean   : 992.7   SOP:   0   Mean   : 184.8  
##  3rd Qu.: 30.16   3rd Qu.:50    3rd Qu.:1030.0   SOS:   0   3rd Qu.: 200.0  
##  Max.   :101.02   Max.   :50    Max.   :1134.0              Max.   :1500.0  
##                                                                             
##     stroke    splitswimtime         edad      
##  BACK  :172   Min.   : 22.01   Min.   :10.00  
##  BREAST:211   1st Qu.: 26.33   1st Qu.:19.00  
##  FLY   :228   Median : 28.14   Median :21.00  
##  FREE  :406   Mean   : 28.82   Mean   :21.32  
##  MEDLEY: 82   3rd Qu.: 30.16   3rd Qu.:24.00  
##               Max.   :101.02   Max.   :38.00  
## 

Dataframe nadadoresPruebas.

Para poder elaborar un estudio de algunas variables como events, reactiontime, lane, heats y daytime,entre otras cosas, vamos a necesitar un dataframe que refleje a cada nadador y sus pruebas nadadas por filas.

Para poder realizar el dataframe, primero hay que saber si cada prueba, dentro de cada tipo de prueba (preliminar, final, semifinal), tiene un id distinto.

Lo evaluamos seleccionando algún nadador que haya nadado en varias rondas:

ejemplo<-datos2015[datos2015$distance == 100 & datos2015$stroke=="BACK" & datos2015$code=="AUS", ]
head(ejemplo,6)
##     athleteid lastname firstname gender      name code eventid heat lane points
## 280    100529   LARKIN  MITCHELL      M Australia  AUS      10    6    5    968
## 281    100529   LARKIN  MITCHELL      M Australia  AUS      10    6    5    968
## 282    100529   LARKIN  MITCHELL      M Australia  AUS     210    2    4    975
## 283    100529   LARKIN  MITCHELL      M Australia  AUS     210    2    4    975
## 284    100529   LARKIN  MITCHELL      M Australia  AUS     110    1    4    973
## 285    100529   LARKIN  MITCHELL      M Australia  AUS     110    1    4    973
##     reactiontime swimtime split cumswimtime splitdistance daytime round
## 280         0.59    52.50     1       25.34            50     949   PRE
## 281         0.59    52.50     2       52.50           100     949   PRE
## 282         0.67    52.38     1       25.28            50    1748   SEM
## 283         0.67    52.38     2       52.38           100    1748   SEM
## 284         0.57    52.40     1       25.41            50    1836   FIN
## 285         0.57    52.40     2       52.40           100    1836   FIN
##     distance stroke splitswimtime edad
## 280      100   BACK         25.34   22
## 281      100   BACK         27.16   22
## 282      100   BACK         25.28   22
## 283      100   BACK         27.10   22
## 284      100   BACK         25.41   22
## 285      100   BACK         26.99   22

Bien, vemos que el australiano nadó tanto las preliminares, como las semifinales como la final y el eventid era distinto entre rondas pero es el mismo en la misma prueba.

Creamos el siguiente dataframe:

nadadoresPruebas <- datos2015 %>%
  distinct(eventid, athleteid, .keep_all = TRUE)

head(nadadoresPruebas,6)
##   athleteid lastname firstname gender    name code eventid heat lane points
## 1    100784   BORSHI      NOEL      F Albania  ALB       1    1    4    680
## 2    100784   BORSHI      NOEL      F Albania  ALB      20    1    8    654
## 3    101712     MECA    KLAVIO      M Albania  ALB       2    1    7    697
## 4    101712     MECA    KLAVIO      M Albania  ALB      12    1    3    640
## 5    110360  MERIZAJ     NIKOL      F Albania  ALB      15    2    9    591
## 6    110360  MERIZAJ     NIKOL      F Albania  ALB      23    2    3    586
##   reactiontime swimtime split cumswimtime splitdistance daytime round distance
## 1         0.77    63.65     1       29.63            50     930   PRE      100
## 2         0.80   140.28     1       31.33            50    1014   PRE      200
## 3         0.74   248.18     1       28.64            50     948   PRE      400
## 4         0.73   118.32     1       27.83            50    1027   PRE      200
## 5         0.84   134.58     1       31.05            50     949   PRE      200
## 6         0.78    62.19     1       29.50            50     930   PRE      100
##   stroke splitswimtime edad
## 1    FLY         29.63   19
## 2    FLY         31.33   19
## 3   FREE         28.64   19
## 4   FREE         27.83   19
## 5   FREE         31.05   17
## 6   FREE         29.50   17
#Copia de seguridad: 
nadadoresPruebasCopia<-nadadoresPruebas

Los datos creados, reflejan nadadores y pruebas nadadas por cada uno.

Estudio sobre el número de nadadores, su género, país y edad.

Usaremos el dataframe nadadoresParticipantes.

Ahora, comenzamos nuestro estudio:

Edad.

Veamos primeramente un resumen de la edad:

summary(nadadoresParticipantes$edad)
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##   10.00   19.00   21.00   21.32   24.00   38.00

Observamos que la edad máxima fue de 38 años, la media fue de 21.32 años, y el participante con menos edad fue de 10 años. Además, el 50% de los participantes estaban entre 19 y 24 años de edad.

Una pregunta razonable sería: ¿El dato relativo al participante de 10 años es un error?

Procedemos a contrastar la información. De esta forma, podemos ver si de verdad existe este atleta o es un dato mal tomado de nuestra base de datos. Confirmamos la información, entre otras fuentes, con esta noticia, de la cual añadimos el enlace sobre la joven nadadora de 10 años. noticia

Confirmamos mediante su nombre, apellidos y edad, que la noticia se refiere a los datos que tenemos.

datos2015[datos2015$edad == 10, ]
##      athleteid lastname firstname gender    name code eventid heat lane points
## 1349    114036    TAREQ    ALZAIN      F Bahrain  BRN      29    1    2    226
## 1350    114036    TAREQ    ALZAIN      F Bahrain  BRN      34    1    6    291
##      reactiontime swimtime split cumswimtime splitdistance daytime round
## 1349         0.74    41.13     1       41.13            50     954   PRE
## 1350         0.72    35.78     1       35.78            50     930   PRE
##      distance stroke splitswimtime edad
## 1349       50    FLY         41.13   10
## 1350       50   FREE         35.78   10

Se trata de una nadadora de Bahrain que nadó el 50 mariposa y el 50 libres. Luego podemos concluir que es un dato atípico pero no es erróneo.

De acuerdo con esta nueva variable, vemos cómo se distribuyen las edades.

ggplot(nadadoresParticipantes, aes(x = edad)) +
  geom_density(fill = "#0072B2", color = "#0072B2") + # Azul accesible para daltónicos
  ggtitle("Gráfica de densidad")

La mayoría de los nadadores parecen tener entre 15 y 25 años, con un pico alrededor de los 20 años.

Esto sugiere que los participantes en la competición están en su mayoría en la etapa juvenil o temprana adultez.

Podríamos preguntarnos si la edad sigue una distribución normal en estos datos, para ello, hacemos uso del test shapiro:

shapiro.test(nadadoresParticipantes$edad)
## 
##  Shapiro-Wilk normality test
## 
## data:  nadadoresParticipantes$edad
## W = 0.9811, p-value = 9.184e-11

El test de shapiro, a priori, nos indica que deberíamos rechazar la hipótesis nula y suponer que no es una normal, aún así, vamos a evaluar de una manera práctica, si podemos suponer su normalidad. Vamos a realizar 3 evaluaciones para ver si podemos suponer que nuestros datos son normales:

Probabilidad de que un nadador tenga más de 29 años:

Para calcular la probabilidad de que un nadador tenga más de 29 años, cuento todos los nadadores que tienen más de 30, y divido sobre el número total de participantes.

valor1<- sum(nadadoresParticipantes$edad >=29)/1099

Calcular media y varianza y calcular la probabilidad Normal.

media<-mean(nadadoresParticipantes$edad)
desviacion<-sd(nadadoresParticipantes$edad)

valor2<-1 - pnorm(29, media, sd=desviacion)

Simular datos de una normal sabiendo media y varianza.

Ahora, simulo datos:

datos_simulados <- rnorm(1100, mean = media, sd = desviacion)
## Calculo la probabilidad de 29 o más: 

conteo_mayores_que_29 <- sum(datos_simulados >= 29)

valor3<- conteo_mayores_que_29/1100

A continuación, comparo los tres valores obtenidos:

valor1
## [1] 0.04367607
valor2
## [1] 0.02662683
valor3
## [1] 0.03363636

Y veo que es una diferencia de 0.017 entre el mayor y el menor valor, luego, vamos a suponer la normalidad de nuestros datos.

rm(conteo_mayores_que_29, datos_simulados, desviacion, media, valor1, valor2, valor3)

Observo que hay una variación de 0.014 entre las probabilidades, al ser una probabilidad tan baja, podríamos asumir normalidad en nuestros datos.

Análisis de géneros participantes

Veamos el número exacto de mujeres y hombres en la competición:

summary(nadadoresParticipantes$gender)
##   F   M 
## 491 608

Luego, hay 608 hombres y 491 mujeres que participaron en los mundiales de Kazán 2015.

Veamos ahora cómo se distribuyen los hombres y las mujeres y sus respectivas edades:

ggplot(nadadoresParticipantes, aes(x = edad, colour = gender, linetype = gender)) +
    geom_density(size = 1.2) +  # Aumentar el grosor de las líneas
    scale_color_viridis_d(option = "D", begin = 0.2, end = 0.8) +  # Colores accesibles para daltonismo
    scale_linetype_manual(values = c("solid", "dashed")) +  # Líneas sólidas y punteadas
    theme_minimal() +  # Tema limpio y claro
    labs(
        title = "Densidades de Edad por Género",
        x = "Edad",
        y = "Densidad",
        colour = "Género",
        linetype = "Género"
    )

Según observamos, la distribución está ligeramente desplazada a la derecha para los hombres, esto indica que los hombres tienden a ser mayores en promedio que las mujeres. Esta diferencia en la distribución de edades entre los géneros nos conduce a realizar distintos test estadísticos para confirmar si la diferencia realmente es significativa.

Hipótesis:

  • H0: Las medias de los dos grupos son iguales.

  • H1: Las medias de los dos grupos son distintas.

t.test(edad~gender,data=nadadoresParticipantes)
## 
##  Welch Two Sample t-test
## 
## data:  edad by gender
## t = -4.8384, df = 1033.7, p-value = 1.508e-06
## alternative hypothesis: true difference in means between group F and group M is not equal to 0
## 95 percent confidence interval:
##  -1.6284460 -0.6886968
## sample estimates:
## mean in group F mean in group M 
##        20.68024        21.83882

Hemos comparado las medias de edad entre mujeres (grupo F) y hombres (grupo M), tomando como hipótesis nula que las medias de edad entre mujeres y hombres son iguales, y cómo hipótesis alternativa que las medias de edad entre mujeres y hombres son diferentes. Aunque el resultado del t-test muestra que hay una diferencia estadísticamente significativa (el p-valor es muy pequeño) entre las edades medias de hombres y mujeres (aproximadamente 1.16 años), en términos prácticos, esta diferencia es relativamente pequeña. En este caso, puede no ser relevante en términos de la experiencia o desempeño de los nadadores.

No obstante, proseguimos en nuestro análisis exploratorio.

tabla1<-table(nadadoresParticipantes$edad>30,nadadoresParticipantes$gender)
chisq.test(tabla1)
## 
##  Pearson's Chi-squared test with Yates' continuity correction
## 
## data:  tabla1
## X-squared = 0.54325, df = 1, p-value = 0.4611

Por el resultado del siguiente test aplicado, podemos concluir con que no hay asociación significativa: Dado que el p-valor es 0.47, entre ser mayor de 30 años y el género de los nadadores en nuestros datos. En términos sencillos,la edad no parece estar relacionada con el género de los nadadores en cuanto a si son mayores de 30 años.

tabla2<-table(nadadoresParticipantes$edad<20,nadadoresParticipantes$gender)
chisq.test(tabla2)
## 
##  Pearson's Chi-squared test with Yates' continuity correction
## 
## data:  tabla2
## X-squared = 15.974, df = 1, p-value = 6.423e-05

Hay una diferencia considerable entre las frecuencias observadas (cuántos hombres y mujeres son menores de 20 años) y las frecuencias esperadas bajo la hipótesis nula (que no hay asociación entre edad y género para menores de 20 años). Esto sugiere ir un paso más allá, ¿Hay más mujeres menores de edad que hombres menores de edad?

tabla3<-table(nadadoresParticipantes$edad<18,nadadoresParticipantes$gender)
chisq.test(tabla3)
## 
##  Pearson's Chi-squared test with Yates' continuity correction
## 
## data:  tabla3
## X-squared = 23.731, df = 1, p-value = 1.108e-06

Los resultados sugieren que el género y la minoría de edad si que están significativamente relacionados en nuestro conjunto de datos de nadadores. Esto podría tener implicaciones para el análisis del rendimiento y la participación en competiciones.

Veamos números,

tabla3
##        
##           F   M
##   FALSE 385 543
##   TRUE  106  65
#Calcular los totales
totales <- colSums(tabla3)

#Calcular el porcentaje de nadadores menores de 18 años por género
porcentajes <- (tabla3[2, ] / totales) * 100  
# fila 2 son los menores de 18

porcentajes
##        F        M 
## 21.58859 10.69079

De esta forma, ya habiendo confirmado una diferencia significativa. Podemos ver, de manera más representativa, como existe el doble de proporción de mujeres menores de edad en comparación con los hombres. Dicho en otras palabras, 2 de cada 10 mujeres son menores de 18 años, mientras que esto sólo ocurre en 1 de cada 10 hombres:

porcentajes <- c(10.88, 21.66)  # 10% para hombres y 20% para mujeres
generos <- c("Hombres", "Mujeres")

porcentajes<- as.data.frame(porcentajes)
#generos<- as.data.frame(generos)

# Crear el gráfico con colores accesibles
ggplot(porcentajes, aes(x = generos, y = porcentajes, fill = generos)) +
  geom_bar(stat = "identity", width = 0.6) +  # Barras con ancho ajustado
  geom_text(aes(label = paste0(porcentajes, "%")), vjust = -0.5, size = 5) +  # Mostrar los porcentajes
  labs(
    title = "Porcentaje de Nadadores Menores de 18 Años por Género",
    x = "Género",
    y = "Porcentaje"
  ) +
  scale_fill_viridis_d(option = "C", begin = 0.2, end = 0.8) +  # Colores accesibles
  theme_minimal() +
  theme(
    plot.title = element_text(hjust = 0.5, size = 16),  # Centrar el título
    axis.title = element_text(size = 14),
    axis.text = element_text(size = 12),
    legend.position = "none"  # Ocultar la leyenda
  ) +
  ylim(0, 100)  # Ajustar el límite del eje Y

Análisis de nacionalidades.

Vamos a ver la cantidad de nadadores por país. Para ello, primero voy a ver cuántos paises hay:

nlevels(nadadoresParticipantes$code)
## [1] 185

Hay 185 países. Debido a la cantidad de países, ver por países cuántos nadadores hay no va a ser muy interpretable.

Por ello, intentaremos analizar los resultados en función de proporciones relativas a continentes.

paleta <- c("Americas" = "red", 
            "Asia" = "yellow", 
            "Europe" = "blue", 
            "Oceania" = "green", "Africa"="black")

Como podemos observar en los gráficos, la mayor cantidad de nadadores son de procedencia europea, continuando con Asia y Américas, y teniendo baja proporción los nadadores de África y Oceanía.

Nos preguntamos en esta situación, si los Europeos tendrán los puestos más altos en el ranking. Es decir, si existe mayor proporción de ganadores en los países con más densidad de participantes.

Para ello, analizaremos los puntos según las nacionalidades de los nadadores.

puntos_por_pais <- nadadoresPruebas %>%
  group_by(name) %>%  
  summarise(total_puntos = sum(points, na.rm = TRUE))  

# Ver el resultado
head(puntos_por_pais,20)
## # A tibble: 20 × 2
##    name              total_puntos
##    <fct>                    <dbl>
##  1 Albania                   5409
##  2 Algeria                   1450
##  3 Andorra                   3988
##  4 Angola                    4101
##  5 Antigua & Barbuda         4663
##  6 Argentina                15779
##  7 Armenia                   4335
##  8 Aruba                     5880
##  9 Australia               103457
## 10 Austria                  13730
## 11 Azerbaijan                5238
## 12 Bahamas                  10777
## 13 Bahrain                   3324
## 14 Bangladesh                3313
## 15 Barbados                  5287
## 16 Belarus                  17394
## 17 Belgium                  22466
## 18 Benin                     1549
## 19 Bermuda                   2876
## 20 Bolivia                   5144

Lo vemos por continentes:

nadadoresPruebas$iso2 <- countrycode(nadadoresPruebas$name, "country.name", "iso2c")

nombres<- unique(nadadoresPruebas$name) 

manual <- data.frame(
  nombre = c("Fina", "Kosovo", "Micronesia", "Virgin Islands"),
  iso2 = c("FI", "XK", "FM", "VI")  
)


nadadoresPruebas$continent <- countrycode(nadadoresPruebas$iso2, "iso2c", "continent")

nadadoresPruebas <- nadadoresPruebas %>%
  mutate(continent = ifelse(iso2 == "XK", "Europe", continent))  


puntos_por_continente <- nadadoresPruebas %>%
  group_by(continent) %>% 
  summarise(total_puntos = sum(points, na.rm = TRUE))  

print(puntos_por_continente)
## # A tibble: 6 × 2
##   continent total_puntos
##   <chr>            <dbl>
## 1 Africa          151898
## 2 Americas        479297
## 3 Asia            448119
## 4 Europe          964192
## 5 Oceania         160157
## 6 <NA>             15843

Anteriormente hemos hallado para cada contiente todos los puntos conseguidos por los nadadores de dicho continente. Lo que vamos a hacer a continuación es normalizar los puntos por continente, es decir, para cada continente tomamos todos los puntos de dicho continente y lo dividimos por todos participantes de ese continente y comparamos.

# Agrupar por continente, sumar puntos y contar participantes
resumenContinente <- nadadoresPruebas %>%
  group_by(continent) %>%
  summarise(
    puntos_totales_continente = sum(points, na.rm = TRUE),
    numero_Participantes_continente = n()  # Contar los participantes
  ) %>%
  mutate(
    relacion_puntos_por_participante = puntos_totales_continente / numero_Participantes_continente
  )

# Imprimir el resultado
print(resumenContinente %>% select(continent, relacion_puntos_por_participante))
## # A tibble: 6 × 2
##   continent relacion_puntos_por_participante
##   <chr>                                <dbl>
## 1 Africa                                589.
## 2 Americas                              808.
## 3 Asia                                  748.
## 4 Europe                                853.
## 5 Oceania                               805.
## 6 <NA>                                  587.

Vemos que Europa tiene el mejor promedio con una cierta diferencia, le siguen América y Oceanía (puntuaciones similares), después Asia y por último Africa.

Para terminar con esta sección, vamos a ver los 20 primeros en el ranking, y a hacer un gráfico que nos indique de que pais es cada uno de los 20.

datos_100m_top <- nadadoresPruebas[nadadoresPruebas$distance==100,] %>% # Filtra para la prueba de 100 metros
  arrange(desc(points)) %>%           # Ordena por puntos de mayor a menor
  dplyr::slice(1:20)                        # Selecciona las primeras 20 
conteo_por_continente <- datos_100m_top %>%
  group_by(continent) %>%                                       
  summarise(cantidad_nadadores = n()) %>%                      
  mutate(percent = (cantidad_nadadores / sum(cantidad_nadadores)) * 100)  # Calcula el porcentaje

# Crear el gráfico de distribución porcentual
grafico_distribucion_continente <- ggplot(conteo_por_continente, aes(x = continent, y = percent, fill = continent)) +
  geom_bar(stat = "identity") +
  labs(title = "Distribución Porcentual de Nadadores por Continente en los Top 20 - 100 Metros",
       x = "Continente",
       y = "Porcentaje de Nadadores") +
  scale_fill_manual(values = paleta) +                          # Usa la paleta de colores personalizada
  theme_minimal()

# Imprimir el gráfico
print(grafico_distribucion_continente)

La alta cantidad de nadadores europeos en el podio de 100 metros (más específico que lo anterior, ya que esto nos mete directamente en los primeros 20) sugiere que hay un fuerte nivel de competencia y entrenamiento en las naciones de este continente. Esto podría estar relacionado con la inversión en programas de natación. Le sigue oceanía,ya que Oceanía, aunque es una región más pequeña en términos de población comparada con Europa, ha producido nadadores destacados que compiten a niveles muy altos. La presencia de nadadores de élite, especialmente de Australia, resalta la calidad del talento en la región.

Los datos indican que África tiene solo un 15% de ganadores en la natación en comparación con otros continentes como Europa y Oceanía, esto puede abrir un amplio espacio para el análisis, ya que muchos países africanos enfrentan desafíos significativos en cuánto a la inversión en infraestructura deportiva.La falta de instalaciones de calidad para la natación, como piscinas adecuadas, puede limitar el desarrollo de talentos.

Realizando un chequeo rápido a la tabla de los 20 mejores, vemos que tenemos South Africa en el top 4 en 100 metros. La presencia de Sudáfrica en el cuarto lugar es un indicador de que, a pesar de la baja representación general, el continente tiene al menos algunos atletas de élite que pueden competir con los mejores del mundo. Aunque la cantidad de nadadores africanos en el podio es baja, su éxito en alcanzar los primeros puestos es notable. Esto podría implicar que los nadadores africanos son altamente competitivos cuando tienen la oportunidad de competir en el más alto nivel. Además,al centrarse en la prueba de 100 metros, que tiene una gran cantidad de participantes, se obtiene una visión clara del rendimiento de los nadadores en este evento específico. Esto ayuda a eliminar sesgos que podrían surgir al mirar pruebas con menos competidores.

Estudio sobre los eventos, reactiontime, lane, heats, daytime:

Reactiontime.

Veamos cómo se distribuyen los datos de tiempo de reacción de todos los nadadores. Para ello, no tenemos en cuenta las dos filas con datos nulos.

ggplot(na.omit(nadadoresPruebas), aes(x = reactiontime)) +
  geom_density(color = viridis(1, option = "C"), fill = viridis(1, option = "C", alpha = 0.5), size = 1.2) +
  ggtitle("Distribución de Reaction Time") +
  labs(x = "Tiempo de Reacción", y = "Densidad") +
  theme_minimal() +
  theme(
    plot.title = element_text(hjust = 0.5, size = 16, face = "bold"),  # Centrar y resaltar el título
    axis.title = element_text(size = 14),  # Aumentar tamaño de etiquetas de los ejes
    axis.text = element_text(size = 12)  # Aumentar el tamaño de los valores de los ejes
  )

Parece que los datos siguen una distribución normal a priori. Igual que antes, vamos a hacer el test de shapiro:

shapiro.test(na.omit(nadadoresPruebas$reactiontime))
## 
##  Shapiro-Wilk normality test
## 
## data:  na.omit(nadadoresPruebas$reactiontime)
## W = 0.99291, p-value = 1.774e-10

Al tener un p-valor tan bajo, no parece que siga una distribución normal. Aún así, este test puede ser erróneo al tener tantos datos. Vamos a proceder de maenra análoga a como lo hacíamos con la edad. Vamos a ver si la densidad de este gráfico es igual o parecido a una normal haciendo las siguientes comparaciones.

Probabilidad de que un nadador tenga un reactiontime mayor a 0.8.

Primeramente, voy a calcular cuántas filas de nadadoresPruebas tienen un tiempo de 0.8 o mayor sobre el total. Esto, obviamente nos da la probabilidad de reactiontime>0.8 en nuestros datos:

valor1<- sum(na.omit(nadadoresPruebas$reactiontime) >0.8)/2804

Bien, ahora, voy a calcular la media y desviación típica de que sigue Reactiontime. Voy a suponer que sigue una distribución normal y voy a calcular su probabilidad teórica.

media<-mean(na.omit(nadadoresPruebas$reactiontime))
desviacion<-sd(na.omit(nadadoresPruebas$reactiontime))

valor2<-1 - pnorm(0.8, media, sd=desviacion)

Por último, voy a simular 2804 datos de una normal con la media y desviación típica calculada anteriormente y vamos a ver cuál es la probabilidad de que los datos simulados valgan más de 0.8:

datos_simulados <- rnorm(2804, mean = media, sd = desviacion)

conteo <- sum(datos_simulados > 0.8)

valor3<- conteo/2804

Bien, veo los valores obtenidos:

valor1
## [1] 0.04422254
valor2
## [1] 0.05113365
valor3
## [1] 0.04600571

Observo que, la diferencia es de menos de 0.01 entre el menor y el mayor valor, luego, podremos suponer que la variable reactiontime sigue una distribución normal.

Reactiontime. Hombres vs Mujeres.

Comparamos las funciones de densidad de mujeres y hombres en general:

nadadoresPruebas <- nadadoresPruebas %>% filter(!is.na(nadadoresPruebas$reactiontime))
ggplot(nadadoresPruebas, aes(x = reactiontime, colour = gender, linetype = gender)) +
  geom_density(size = 1.2) +
  scale_color_viridis_d(option = "C", begin = 0.3, end = 0.7) +  # Colores accesibles
  scale_linetype_manual(values = c("solid", "dashed")) +  # Líneas sólidas y punteadas
  labs(
    title = "Distribución del Tiempo de Reacción por Género",
    x = "Tiempo de Reacción",
    y = "Densidad",
    colour = "Género",
    linetype = "Género"
  ) +
  theme_minimal() +
  theme(
    plot.title = element_text(hjust = 0.5, size = 16, face = "bold"),  # Centrar el título
    axis.title = element_text(size = 14),  # Tamaño de las etiquetas de los ejes
    axis.text = element_text(size = 12),  # Tamaño de los valores de los ejes
    legend.position = "top",  # Ubicar la leyenda en la parte superior
    legend.title = element_text(size = 12),
    legend.text = element_text(size = 11)
  )

De esta gráfica nos podemos plantear realizar un contraste de hipótesis, en el cual analizaremos sobre la posible diferencia significativa del tiempo de reacción en ambos géneros. Por tanto, realizamos el siguiente test:

  • H0: El tiempo de reacción es igual en mujeres y hombres.
  • H1: El tiempo de reacción es menor en hombres que en mujeres.
t.test(reactiontime~gender,data=nadadoresParticipantes)
## 
##  Welch Two Sample t-test
## 
## data:  reactiontime by gender
## t = 6.3102, df = 1018, p-value = 4.15e-10
## alternative hypothesis: true difference in means between group F and group M is not equal to 0
## 95 percent confidence interval:
##  0.01681298 0.03198889
## sample estimates:
## mean in group F mean in group M 
##       0.7166871       0.6922862

Si observamos los resultados, el p- valor nos indica que hay una evidencia significativa para rechazar la hipótesis nula, y por ende concluir con que hay una diferencia estadística en el tiempo de reacción dependiendo del género. Ahora que hemos determinado que la diferencia es estadísticamente significativa, es importante considerar si la diferencia es también significativa en la práctica o si tiene relevancia a la hora de los resultados finales. Calculamos la diferencia relativa, ya que los tiempos de reacción son muy pequeños y de esta forma nos podemos hacer una idea de lo representativa que es la diferencia de medias.

((0.7166871-0.6922862)/(0.692286))*100
## [1] 3.524685

Obtenemos que las mujeres tardan un 3.5% más de tiempo que los hombres. A efectos prácticos, tardar 2 centésimas más en reaccionar no es significativo en pruebas de fondo, pero sí que lo puede llegar a ser en pruebas de velocidad donde la diferencia entre los nadadores es de décimas.

Reactiontime. Distancias largas vs distancias cortas.

Vamos a comparar ahora las funciones de densidad de las chicas en la prueba de 800m libres y 50m libres:

Primeramente calculamos el conjunto de datos:

nadadorasComparacionReactionTime<-nadadoresPruebas[(nadadoresPruebas$distance==50 | nadadoresPruebas$distance==800) & nadadoresPruebas$gender=="F" , ]
ggplot(nadadorasComparacionReactionTime, aes(x = factor(distance), y = reactiontime, fill = factor(distance))) +
  geom_boxplot(alpha = 0.7, size = 1.2, outlier.shape = 16, outlier.size = 4) +  # Mejorar visibilidad de los outliers
  scale_fill_viridis_d(option = "D", begin = 0.2, end = 0.8) +  # Usar colores accesibles de viridis
  labs(
    title = "Boxplot de Tiempo de Reacción: 50m vs 800m",
    x = "Distancia (m)",
    y = "Tiempo de Reacción"
  ) +
  theme_minimal() +
  theme(
    plot.title = element_text(hjust = 0.5, size = 16, face = "bold"),  # Centrar y resaltar el título
    axis.title = element_text(size = 14),  # Etiquetas de los ejes más grandes
    axis.text = element_text(size = 12),  # Etiquetas del eje
    legend.position = "none"  # Ocultar leyenda ya que está implícita en las etiquetas
  )

El gráfico muestra los boxplots del tiempo de reacción para la prueba de 50 metros y otra para 800 metros.

ggplot(nadadorasComparacionReactionTime, aes(x = reactiontime, fill = factor(distance), group = distance)) +
  geom_density(alpha = 0.6, size = 1.2) +  # Curvas semi-transparentes con líneas más gruesas
  scale_fill_viridis_d(option = "D", begin = 0.2, end = 0.8) +  # Colores accesibles con viridis
  ggtitle("Distribución del Tiempo de Reacción: 800m vs 50m Libre") +
  labs(fill = "Distancia (m)") +  
  theme_minimal() +  
  xlab("Tiempo de Reacción (s)") +  
  ylab("Densidad") +
  theme(
    plot.title = element_text(hjust = 0.5, size = 16, face = "bold"),  # Centrar y resaltar el título
    axis.title = element_text(size = 14),  # Etiquetas de los ejes más grandes
    axis.text = element_text(size = 12),  # Etiquetas del eje
    legend.position = "top"  # Colocar la leyenda en la parte superior
  )

Las curvas se encuentran en un rango de aproximadamente 0.5 a 1 segundos, que representa los tiempos de reacción. Para los 50 metros, la densidad es más alta en el rango de tiempos de reacción más cortos, lo que indica que las nadadoras tienden a tener tiempos de reacción más rápidos en esta distancia. Esto es esperado, ya que la carrera de 50 metros es más corta y requiere reacciones más rápidas y explosivas. En cuanto a la de 800 metros, la curva muestra una mayor dispersión en los tiempos de reacción, con una densidad más amplia. Esto sugiere que los tiempos de reacción son más variados en esta distancia, probablemente debido a la naturaleza más larga y estratégica de la carrera, donde el triunfo de las nadadoras puede estar influenciado por otras variables más determinantes.

Aquí también podemos hacer un test de hipótesis.

t.test(reactiontime~distance,data=nadadorasComparacionReactionTime)
## 
##  Welch Two Sample t-test
## 
## data:  reactiontime by distance
## t = -9.0879, df = 70.242, p-value = 1.771e-13
## alternative hypothesis: true difference in means between group 50 and group 800 is not equal to 0
## 95 percent confidence interval:
##  -0.09391651 -0.06011486
## sample estimates:
##  mean in group 50 mean in group 800 
##         0.6922000         0.7692157

Veamos nuestros resultados del test. Por un lado tenemos el valor del estadístico t calculado, como es un valor negativo indica que la media del primer grupo (50 metros) es menor que la del segundo grupo (800 metros).El valor del p-valor (que es extremadamente bajo) indica que hay una diferencia estadísticamente significativa entre las medias de los dos grupos. Las nadadoras que participan en distancias más cortas (50 metros) tienen un tiempo de reacción más rápido en comparación con aquellas que nadan distancias más largas (800 metros).Luego, habíamos identificado correctamente la tendencia del gráfico, en términos estadísticos.

A continuación, realizamos el mismo estudio pero con hombres y vemos si la situación es similar.

nadadoresComparacionReactionTime<-nadadoresPruebas[(nadadoresPruebas$distance==50 | nadadoresPruebas$distance==800) & nadadoresPruebas$gender=="M", ]
ggplot(nadadoresComparacionReactionTime, aes(x = factor(distance), y = reactiontime, fill = factor(distance))) +
  geom_boxplot() +
  labs(title = "Boxplot de Reaction Time: 50m vs 800m en hombres",
       x = "Distancia (m)",
       y = "Tiempo de Reacción") +
  scale_fill_manual(values = c("50" = "#0084ff", "800" = "#fa3c4c")) +  
  theme_minimal()

# Crear el gráfico de densidad con colores por distancia
ggplot(nadadoresComparacionReactionTime, aes(x = reactiontime, fill = factor(distance), group = distance)) +
  geom_density(alpha = 0.6) +  #curvas 
  scale_fill_manual(values = c("50" = "#0084ff", "800" = "#fa3c4c")) +  
  ggtitle("Distribución del Tiempo de Reacción: 800m libre vs 50m en hombres") +
  labs(fill = "Distancia (m)") +  
  theme_minimal() +  
  xlab("Tiempo de Reacción (s)") +  
  ylab("Densidad")

t.test(reactiontime~distance,data=nadadoresComparacionReactionTime)
## 
##  Welch Two Sample t-test
## 
## data:  reactiontime by distance
## t = -9.6378, df = 87.851, p-value = 2.027e-15
## alternative hypothesis: true difference in means between group 50 and group 800 is not equal to 0
## 95 percent confidence interval:
##  -0.07116093 -0.04683087
## sample estimates:
##  mean in group 50 mean in group 800 
##         0.6742694         0.7332653

Al realizar el t-test para este grupo, vemos también como la diferencia es significativa entre el tiempo de reacción para la prueba de 50 metros y la de 800.

La diferencia entre estos dos extremos en las pruebas es muy significativa. Dados estos resultados, queremos ver las tendencias en las carreras de distancia intermedia, dada nuestra intuición de que el tiempo de reacción aumente de manera gradual. Es decir, cuál es la diferencia entre las pruebas de 50 metros, las de 100, 200, etc.

Para ello, realizaremos un gráfico de densidad conjunto.

ggplot(nadadoresPruebas, aes(x = reactiontime, color = as.factor(distance), fill = as.factor(distance))) +
  geom_density(alpha = 0.8) +  # Ajustar la transparencia
  ggtitle("Distribución comparada de Reaction time") +
  labs(x = "Tiempo de Reacción", y = "Densidad", color = "Distancia", fill = "Distancia") +
  theme_minimal()

Como podemos observar, nuestras suposiciones parecen ser ciertas acerca de que las medias de los tiempos de reacción aumentan según la carrera es más larga. Si bien es cierto, para distancias largas, como son 800 y 1500 metros, no se observan diferencias en torno a su valor central. Del mismo modo, para carreras de 100 y 200 tampoco se observa una diferencia signifiticativa.

Contrastamos esto de forma más precisa realizando el test ANOVA de diferencia de medias.

anova_tiempoReaccion_distancia <- aov(reactiontime ~ as.factor(distance), data = na.omit(nadadoresPruebas))
summary(anova_tiempoReaccion_distancia)
##                       Df Sum Sq Mean Sq F value Pr(>F)    
## as.factor(distance)    5  1.025  0.2049   56.98 <2e-16 ***
## Residuals           2786 10.021  0.0036                   
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1

Interpretando estos resultados, tenemos que el p-valor es de orden e^-16. Por ello, podemos concluir que hay diferencias significativas en los tiempos de reacción entre al menos uno de los grupos de distancia. Esto indica que, al menos una distancia tiene un tiempo de reacción diferente en comparación con las otras distancias. El valor de F es alto (56.98), sugiere que la variación entre los grupos es mucho mayor que la variación dentro de los grupos. Esto refuerza la idea de que las medias de los tiempos de reacción son significativamente diferentes entre las carreras de diferente distancia.

Calles usadas.

Veamos cómo se distribuyen las calles usadas:

ggplot(nadadoresPruebas, aes(x = nadadoresPruebas$lane, fill = factor(lane))) + 
  geom_bar() +
  scale_fill_viridis_d(option = "D") + # Paleta Okabe-Ito
  theme_bw() +
  labs(fill = "Lane") # Etiqueta para la leyenda

Se observa que las calles menos usadas son tanto la 0 como la 9. Esto es un dato que puede resultar curioso al visualizar los datos, pero tiene una clara explicación.

Las calles 0 y 9 sólo son usadas en las rondas preliminares. Además, las series de cada prueba se confeccionan rellenando de mejor a peor tiempo con el siguiente orden: 4-5-3-6-2-7-1-8-0-9. Luego, es obvio que si en una prueba tengo 18 nadadores, una serie ocupará todas las calles, pero otra ocupará sólo 8, luego las calles 0 y 9 quedarán libres.

¿Habrá alguna relación entre la calle usada y el tiempo de reacción?

ggplot(nadadoresPruebas, aes(x = reactiontime, color = factor(lane), fill = factor(lane))) +
  geom_density(alpha = 0.6) + # Densidades con transparencia
  facet_wrap(~ lane) +        # Facetas por lane
  theme_bw() +
  labs(
    title = "Distribución de Densidades de Tiempos de Reacción por Calle",
    x = "Tiempo de Reacción",
    y = "Densidad",
    color = "Lane", 
    fill = "Lane"
  ) +
  scale_fill_viridis_d(option = "D") +  # Paleta daltónica para relleno
  scale_color_viridis_d(option = "D")  # Paleta daltónica para bordes

Como podemos ver, no parece haber diferencias significativas según el tipo de calle en los tiempos de reacción.

De nuevo, podemos realizar un test anova sobre la diferencia de medias.

anova_tiempoReaccion_Calles <- aov(reactiontime ~ as.factor(lane), data = na.omit(nadadoresPruebas))
summary(anova_tiempoReaccion_Calles)
##                   Df Sum Sq  Mean Sq F value  Pr(>F)   
## as.factor(lane)    9  0.094 0.010456   2.656 0.00457 **
## Residuals       2782 10.951 0.003937                   
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1

El p-valor de nuestro análisis es menor de 0.005, por lo que podríamos sugerir que sí tiene cierta influencia según el número de calle empleada. Sin embargo, existen muchas variables en nuestro conjunto de datos que podrían influir, por lo que no tiene sentido seguir con este estudio.

Daytime.

Si observamos los valores que toma la variable Daytime, observamos que toma valores numéricos de 3 y 4 cifras. Parece corresponder a la hora y minutos en la que cada nadador nadó la prueba. Luego vamos a cambiar su formato para intentar sacar conclusiones acerca de esta variable:

# Función para convertir
convertir_a_hhmm <- function(tiempo_numerico) {
  # Convertir el número a un string y separar horas y minutos
  horas <- tiempo_numerico %/% 100
  minutos <- tiempo_numerico %% 100
  
  # Crear un objeto de tiempo en formato hh:mm
  tiempo_formateado <- sprintf("%02d:%02d", horas, minutos)
  return(tiempo_formateado)
}

# Aplicar la función a todos los tiempos
tiempos_hhmm <- sapply(nadadoresPruebas$daytime, convertir_a_hhmm)
head(tiempos_hhmm)
## [1] "09:30" "10:14" "09:48" "10:27" "09:49" "09:30"

Bien, ya hemos convertido esos números de 3 y 4 cifras a un formato hora/minutos. Ahora, lo representamos en una gráfica:

# Crear la columna 'tiempo_hhmm'
nadadoresPruebas$tiempo_hhmm <- sapply(nadadoresPruebas$daytime, convertir_a_hhmm)

# Convertir la nueva columna 'tiempo_hhmm' a formato POSIXct
nadadoresPruebas$tiempo_hhmm <- as.POSIXct(nadadoresPruebas$tiempo_hhmm, format = "%H:%M")

# Creo la gráfica.
ggplot(nadadoresPruebas, aes(x = tiempo_hhmm)) +
  geom_histogram(
    binwidth = 3600, 
    color = "black", 
    fill = viridis(1, option = "D")  # Paleta daltónica
  ) +
  scale_x_datetime(date_labels = "%H:%M", breaks = "1 hour") +  # Etiquetas cada hora
  labs(
    x = "Tiempo (hh:mm)",
    y = "Frecuencia de nadadores"
  ) +
  theme_minimal()

Luego, podemos observar de manera clara que, cada día de competición constaba de 2 sesiones, una matinal y otra vespertina, y que las franjas horarias van, por la mañana de 9:30 a 12:30, y por la tarde de 17:30 a 19:30.

Pruebas matinales y vespertinas.

Observamos que el número de nadadores que nadan por la mañana es mucho mayor al de por la tarde.

Vamos a ver un resumen de qué pruebas se nadan por la mañana y cuáles por la tarde:

nadadoresPruebas$tiempo_hhmm<- as.POSIXct(nadadoresPruebas$tiempo_hhmm, format = "%H:%M")
#intervalo para las matinales
limite_inferior1 <- as.POSIXct("09:30", format = "%H:%M")
limite_superior1 <- as.POSIXct("13:00", format = "%H:%M")
#intervalo para las vespertinas
limite_inferior <- as.POSIXct("17:00", format = "%H:%M")
limite_superior <- as.POSIXct("20:00", format = "%H:%M")
#Creamos los dataframes.
pruebasMatinales<-subset(nadadoresPruebas, nadadoresPruebas$tiempo_hhmm >= limite_inferior1 & nadadoresPruebas$tiempo_hhmm <= limite_superior1)

pruebasVespertinas<-subset(nadadoresPruebas, nadadoresPruebas$tiempo_hhmm >= limite_inferior & nadadoresPruebas$tiempo_hhmm <= limite_superior)

Bien, dividida ya nuestras pruebas en la sesion matinal y la vespertina, veamos un resumen de los datos:

dim(pruebasMatinales)
## [1] 2113   22
dim(pruebasVespertinas)
## [1] 693  22

De aquí observamos que, mientras que por las mañanas se nada un 75% de las pruebas del mundial, por las tardes sólo se nada un 25%. Veamos si hay alguna variable que nos pueda ayudar:

print("Resumen de rondas nadadas en sesiones matinales.")
## [1] "Resumen de rondas nadadas en sesiones matinales."
summary(pruebasMatinales$round)
##  FIN  PRE  SEM  SOP  SOS 
##    0 2111    0    2    0
print("Resumen de rondas nadadas en sesiones vespertinas.")
## [1] "Resumen de rondas nadadas en sesiones vespertinas."
summary(pruebasVespertinas$round)
## FIN PRE SEM SOP SOS 
## 271   0 416   0   6

Luego podemos concluir que, el formato que sigue el mundial de Kazán 2015 es, nadar por las mañanas las series preliminares de cada prueba, mientras que por las tardes sólo nadan los nadadores clasificados a semifinales y finales.

Estudio sobre la variable distancia y su asociación con los tipos de nado.

A continuación, nos preguntamos, ¿existen pruebas por cada estilo y cada distancia? Es decir, al haber 5 estilos y 6 distancias, ¿hay 30 pruebas distintas? Vamos a responder a la pregunta analizando el dataframe nadadoresPruebas:

Para analizar la relación entre las distancias y los estilos de nado en este conjunto de datos, examinaremos cómo se distribuyen los distintos estilos (BACK, BREAST, FLY, FREE, MEDLEY) en función de la distancia recorrida en metros (50, 100, 200, 400, 800, 1500).

distancia_stroke <- table(nadadoresPruebas$distance, nadadoresPruebas$stroke)
print(distancia_stroke)
##       
##        BACK BREAST FLY FREE MEDLEY
##   50    169    200 192  279      0
##   100   182    195 192  253      0
##   200   129    152 127  190    136
##   400     0      0   0  133     92
##   800     0      0   0  100      0
##   1500    0      0   0   85      0

A partir de la tabla proporcionada, se observa lo siguiente:

  • En 50 y 100 metros, se nadan 4 estilos. (BACK, BREAST, FLY, FREE). No se nada MEDLEY ya que, al ser un mundial en piscina de 50m, no podemos cumplir que se nade como mínimo un largo a cada estilo, ya que en estas pruebas sólo se nada 1 o 2 largos en total.

  • En las pruebas contempladas para 200m, entran los 5 estilos. (BACK, BREAST, FLY, FREE).

  • En la distancia de 400m, sólo hay 2 pruebas. 400m Medley y 400m Free.

  • En 800 y 1500m, sólo hay 1 prueba respectivamente, cuyo estilo (stroke) es libre (FREE)

Estas conclusiones se ven muy claras en el siguiente gráfico:

ggplot(nadadoresPruebas, aes(x = factor(distance), y = stroke)) +
  geom_count(aes(color = ..n.., size = ..n..)) +  # Color y tamaño según la frecuencia
  scale_color_viridis_c(option = "D") +          # Paleta continua para daltónicos
  labs(
    x = "Distancia",
    y = "Estilo de Nado",
    size = "Frecuencia",
    color = "Frecuencia"
  ) +
  ggtitle("Frecuencia de Estilos de Nado según la Distancia") +
  theme_minimal()

Además, podemos observar que contra más larga es la prueba, menos frecuencia tiene, es decir, menos nadadores participan. Esto tiene sentido ya que, si participasen los mismos nadadores en una prueba de 50 metros que en una de 1500, entonces las sesiones durarían todo el día o incluso habría que extender los días que comprenden el mundial.

Ahora nos preguntamos, ¿hay las mismas pruebas para mujeres y hombres?

Primero, crearemos subconjuntos de datos para cada género.

# Filtrar los datos por género
nadadoresFemeninas <- subset(nadadoresPruebas, gender == "F")
nadadoresMasculinos <- subset(nadadoresPruebas, gender == "M")
#género femenino
nadadorasPruebas<- nadadoresPruebas[nadadoresPruebas$gender=="F", ]

ggplot(nadadorasPruebas, aes(x = factor(distance), y = stroke)) +
  geom_count(aes(color = ..n.., size = ..n..)) +  # Color y tamaño según la frecuencia
  scale_color_viridis_c(option = "D") +          # Paleta continua para daltónicos
  labs(
    x = "Distancia",
    y = "Estilo de Nado",
    size = "Frecuencia",
    color = "Frecuencia"
  ) +
  ggtitle("Frecuencia de Estilos de Nado según la Distancia para Mujeres") +
  theme_minimal()

nadadoresPruebasM<- nadadoresPruebas[nadadoresPruebas$gender=="M", ]

ggplot(nadadoresPruebasM, aes(x = factor(distance), y = stroke)) +
  geom_count(aes(color = ..n.., size = ..n..)) +  # Color y tamaño según la frecuencia
  scale_color_viridis_c(option = "D") +          # Paleta continua para daltónicos
  labs(
    x = "Distancia",
    y = "Estilo de Nado",
    size = "Frecuencia",
    color = "Frecuencia"
  ) +
  ggtitle("Frecuencia de Estilos de Nado según la Distancia para Hombres") +
  theme_minimal()

Parece que todo está funcionando como esperábamos, tanto en el análisis conjunto como en los análisis individuales. Esto confirma que los resultados son consistentes y los datos están bien estructurados para las pruebas.

Estudio sobre la relación entre la edad de los nadadores y las distancias que nadan.

A continuación, vamos a tratar de estudiar si existe algún tipo de relación entre la edad que tienen los nadadores y las pruebas que nadan. Para ello, voy a clasificar en 4 grupos: - Grupo 1: Menores de 18. - Grupo 2: Entre 19 y 24 años. - Grupo 3: Entre 25 y 29 años. - Grupo 4: Mayores de 30 años.

Para ello, vamos a crear una nueva variable en nuestro dataframe nadadoresPruebas:

nadadoresPruebas$grupo_edad <- cut(
  nadadoresPruebas$edad,
  breaks = c(-Inf, 18, 24, 29, Inf),
  labels = c(1, 2, 3, 4),
  right = FALSE
)

Bien, una vez creada la nueva variable, ahora voy a construir una tabla que, para cada distancia, ponga el número de nadadores que nada esa prueba.

# Contar el número de nadadores en cada grupo de edad y distancia
tabla_grupos <- nadadoresPruebas %>%
  group_by(grupo_edad, distance) %>%
  summarise(num_nadadores = n(), .groups = 'drop')

# Convertir a una tabla de contingencia para que los grupos de edad sean filas y las distancias columnas
tabla_final <- tidyr::pivot_wider(tabla_grupos, names_from = distance, values_from = num_nadadores, values_fill = list(num_nadadores = 0))

# Ver la tabla resultante
print(tabla_final)
## # A tibble: 4 × 7
##   grupo_edad  `50` `100` `200` `400` `800` `1500`
##   <fct>      <int> <int> <int> <int> <int>  <int>
## 1 1            115   102    67    26    13     10
## 2 2            432   452   436   145    66     55
## 3 3            236   220   201    52    20     17
## 4 4             57    48    30     2     1      3

Vamos ahora a calcular en porcentaje sobre el total de cada grupo, el porcentaje de nadadores que nadan cada prueba agrupado por grupo de edad. Para ello:

# Calcular el total de nadadores por grupo de edad
total_por_grupo <- rowSums(tabla_final[, -1])

# Calcular el porcentaje y añadirlo a la tabla
tabla_porcentajes <- tabla_final %>%
  mutate(across(-grupo_edad, ~ . / total_por_grupo[grupo_edad] * 100))

# Ver la tabla de porcentajes
print(tabla_porcentajes)
## # A tibble: 4 × 7
##   grupo_edad  `50` `100` `200` `400` `800` `1500`
##   <fct>      <dbl> <dbl> <dbl> <dbl> <dbl>  <dbl>
## 1 1           34.5  30.6  20.1  7.81 3.90    3.00
## 2 2           27.2  28.5  27.5  9.14 4.16    3.47
## 3 3           31.6  29.5  26.9  6.97 2.68    2.28
## 4 4           40.4  34.0  21.3  1.42 0.709   2.13

Si observo esta tabla, puedo ver que, los menores de 18 años nadan en general más pruebas de 50 y 100 metros. En las edades medias, hay una distribución muy igual para las pruebas tanto de 50, 100 y 200 metros.

A continuación, vamos a evaluar el porcentaje de nadadores de cada grupo por prueba compardo con los nadadores totales que hubo en dicha prueba. Es decir, la siguiente gráfica:

# Calcular los porcentajes de cada columna sobre la suma total de la columna
tabla_porcentajes2 <- tabla_grupos %>%
  group_by(distance) %>%
  mutate(
    porcentaje_columna = (num_nadadores / sum(num_nadadores)) * 100  # Porcentaje sobre la suma de la columna
  ) %>%
  ungroup()

# Ver la tabla resultante con los porcentajes por columna
print(tabla_porcentajes2)
## # A tibble: 24 × 4
##    grupo_edad distance num_nadadores porcentaje_columna
##    <fct>         <int>         <int>              <dbl>
##  1 1                50           115              13.7 
##  2 1               100           102              12.4 
##  3 1               200            67               9.13
##  4 1               400            26              11.6 
##  5 1               800            13              13   
##  6 1              1500            10              11.8 
##  7 2                50           432              51.4 
##  8 2               100           452              55.0 
##  9 2               200           436              59.4 
## 10 2               400           145              64.4 
## # ℹ 14 more rows

Aquí, observamos que sobre el total de nadadores, la distancia que menos nada el grupo 1 es el 200. Sobre el total, las pruebas que en porcentaje nadan menos el grupo 2 son los 50 y los 100.El grupo 3, tiende a nadar pruebas más cortas en lugar de largas. Y el último grupo también.

Luego, podríamos concluir que la distribución para los menores de 18 años es bastante simétrica, es decir, son aptos para nadar cualquier tipo de prueba. Para los del grupo 2, nadan en menos proporción pruebas explosivas como el 50 y 100 y es más frecuente verlos en distancias un poco mayores, esto es razonable ya que el pico de rendimiento en los nadadores se alcanza en las edades de este segundo grupo, luego están más y mejor preparados para nadar distancias más largas. Para el grupo 3 y 4, las distancias largas y de resistencia ya no son pruebas en las que destaquen (en general), por ello, tienden a ser nadadores que nadan pruebas cortas.

Estudio sobre la variable round.

A continuación, vamos a intentar entender más sobre la variable ronda. Para ello, primero vemos un resumen:

summary(datos2015$round)
##  FIN  PRE  SEM  SOP  SOS 
## 1474 8846 1022    4   18

Observamos que toma 5 posibles valores, tenemos controlados tanto FIN (final), como PRE (preliminar) y SEM (semifinal). Pero SOP y SOS no parece tan claro saber qué es. Vamos a comenzar dejando de lado SOP y SOS, nos vamos a centrar en controlar los otros 3 valores.

¿Cuántos nadadores nadan cada ronda?

Una pregunta natural podría ser, ¿cuántos nadadores pasan de ronda? ¿Todos? Está claro que al ver que por la mañana en preliminares nadan el 75% y por las tardes son semifinales y finales y son un 25%. Veamoslo con distintas pruebas:

50 libre femenino:

Seleccionamos las nadadoras que nadaron preliminares en el 50 libre femenino:

free50PrelimWomens<- nadadoresPruebas[nadadoresPruebas$round=="PRE" & nadadoresPruebas$distance==50 & nadadoresPruebas$stroke=="FREE" & nadadoresPruebas$gender=="F", ]

head(free50PrelimWomens,10)
##     athleteid           lastname       firstname gender       name code eventid
## 16     105101       TUDO CUBELLS           NADIA      F    Andorra  AND      34
## 18     100518            NOBREGA             ANA      F     Angola  ANG      34
## 51     101948           VASILYAN          MONIKA      F    Armenia  ARM      34
## 58     100557             PONSON ALLYSON ROXANNE      F      Aruba  ARU      34
## 77     100537           CAMPBELL          BRONTE      F  Australia  AUS      34
## 85     100631           CAMPBELL            CATE      F  Australia  AUS      34
## 193    110859        KOSCHISCHEK          BIRGIT      F    Austria  AUT      34
## 205    113565         ALKARAMOVA          FATIMA      F Azerbaijan  AZE      34
## 211    102356 VANDERPOOL-WALLACE         ARIANNA      F    Bahamas  BAH      34
## 222    105108              AKTAR           SONIA      F Bangladesh  BAN      34
##     heat lane points reactiontime swimtime split cumswimtime splitdistance
## 16     5    2    608         0.71    28.00     1       28.00            50
## 18     5    7    607         0.76    28.02     1       28.02            50
## 51     7    8    633         0.78    27.63     1       27.63            50
## 58     7    4    726         0.67    26.40     1       26.40            50
## 77    12    5    882         0.69    24.74     1       24.74            50
## 85    12    4    919         0.82    24.40     1       24.40            50
## 193   12    9    795         0.64    25.61     1       25.61            50
## 205    5    0    577         0.81    28.50     1       28.50            50
## 211   10    5    916         0.61    24.43     1       24.43            50
## 222    2    3    453         0.70    30.89     1       30.89            50
##     daytime round distance stroke splitswimtime edad
## 16      930   PRE       50   FREE         28.00   18
## 18      930   PRE       50   FREE         28.02   24
## 51      930   PRE       50   FREE         27.63   19
## 58      930   PRE       50   FREE         26.40   19
## 77      930   PRE       50   FREE         24.74   21
## 85      930   PRE       50   FREE         24.40   23
## 193     930   PRE       50   FREE         25.61   28
## 205     930   PRE       50   FREE         28.50   13
## 211     930   PRE       50   FREE         24.43   25
## 222     930   PRE       50   FREE         30.89   18

Ahora, vamos a hacer el ranking de resultados de esta prueba, para ello:

free50PrelimWomens<-free50PrelimWomens[order(free50PrelimWomens$swimtime), ]

dim(free50PrelimWomens)
## [1] 115  21

Observamos que hubo 119 nadadoras que nadaron las preliminares del 50 libres. Veamos ahora cuántas nadaron las semifinales:

free50SemisWomens<-nadadoresPruebas[nadadoresPruebas$round=="SEM" & nadadoresPruebas$distance==50 & nadadoresPruebas$stroke=="FREE" & nadadoresPruebas$gender=="F", ]

Antes de ordenarlas, veamos cuántas filas tengo en mi nuevo data frame:

dim(free50SemisWomens)
## [1] 16 21

Es decir, de 119, sólo se clasificaron 16. Veamos si fueron las 16 primeras. Para ello, voy a coger las 16 primeras de las prelims, voy ahora a ordenarlas por athleteid, y hacer lo mismo con las de las semifinales, a ver si coincide:

free50PrelimWomens<-head(free50PrelimWomens, 16)

#Ordeno: 

free50PrelimWomens<-free50PrelimWomens[order(free50PrelimWomens$athleteid), ]
free50SemisWomens<-free50SemisWomens[order(free50SemisWomens$athleteid), ]

free50PrelimWomens
##      athleteid           lastname    firstname gender          name code
## 77      100537           CAMPBELL       BRONTE      F     Australia  AUS
## 85      100631           CAMPBELL         CATE      F     Australia  AUS
## 2423    100728           SJOSTROM        SARAH      F        Sweden  SWE
## 442     101166      VAN LANDEGHEM CHANTAL JEAN      F        Canada  CAN
## 360     101198           MEDEIROS       ETIENE      F        Brazil  BRA
## 741     101408              BLUME     PERNILLE      F       Denmark  DEN
## 1117    101550             BRANDT     DOROTHEA      F       Germany  GER
## 1885    101698       KROMOWIDJOJO       RANOMI      F   Netherlands  NED
## 1023    101764            HALSALL         FRAN      F Great Britain  GBR
## 759     101868            OTTESEN     JEANETTE      F       Denmark  DEN
## 211     102356 VANDERPOOL-WALLACE      ARIANNA      F       Bahamas  BAH
## 2597    105575             MANUEL       SIMONE      F United States  USA
## 958     110207          SANTAMANS         ANNA      F        France  FRA
## 599     110589                LIU        XIANG      F         China  CHN
## 2211    110853           KAMENEVA       MARIIA      F        Russia  RUS
## 487     118570           WILLIAMS     MICHELLE      F        Canada  CAN
##      eventid heat lane points reactiontime swimtime split cumswimtime
## 77        34   12    5    882         0.69    24.74     1       24.74
## 85        34   12    4    919         0.82    24.40     1       24.40
## 2423      34   10    4    905         0.67    24.53     1       24.53
## 442       34   11    2    861         0.71    24.94     1       24.94
## 360       34   11    3    858         0.64    24.97     1       24.97
## 741       34   11    6    841         0.67    25.14     1       25.14
## 1117      34   10    6    885         0.69    24.71     1       24.71
## 1885      34   11    5    895         0.67    24.62     1       24.62
## 1023      34   11    4    876         0.67    24.80     1       24.80
## 759       34   12    3    891         0.65    24.66     1       24.66
## 211       34   10    5    916         0.61    24.43     1       24.43
## 2597      34   10    3    864         0.67    24.91     1       24.91
## 958       34   12    7    865         0.60    24.90     1       24.90
## 599       34   12    8    873         0.76    24.82     1       24.82
## 2211      34   10    8    837         0.68    25.18     1       25.18
## 487       34   11    8    842         0.70    25.13     1       25.13
##      splitdistance daytime round distance stroke splitswimtime edad
## 77              50     930   PRE       50   FREE         24.74   21
## 85              50     930   PRE       50   FREE         24.40   23
## 2423            50     930   PRE       50   FREE         24.53   22
## 442             50     930   PRE       50   FREE         24.94   21
## 360             50     930   PRE       50   FREE         24.97   24
## 741             50     930   PRE       50   FREE         25.14   21
## 1117            50     930   PRE       50   FREE         24.71   31
## 1885            50     930   PRE       50   FREE         24.62   25
## 1023            50     930   PRE       50   FREE         24.80   25
## 759             50     930   PRE       50   FREE         24.66   27
## 211             50     930   PRE       50   FREE         24.43   25
## 2597            50     930   PRE       50   FREE         24.91   19
## 958             50     930   PRE       50   FREE         24.90   22
## 599             50     930   PRE       50   FREE         24.82   18
## 2211            50     930   PRE       50   FREE         25.18   16
## 487             50     930   PRE       50   FREE         25.13   24
free50SemisWomens
##      athleteid           lastname    firstname gender          name code
## 78      100537           CAMPBELL       BRONTE      F     Australia  AUS
## 86      100631           CAMPBELL         CATE      F     Australia  AUS
## 2424    100728           SJOSTROM        SARAH      F        Sweden  SWE
## 443     101166      VAN LANDEGHEM CHANTAL JEAN      F        Canada  CAN
## 361     101198           MEDEIROS       ETIENE      F        Brazil  BRA
## 742     101408              BLUME     PERNILLE      F       Denmark  DEN
## 1118    101550             BRANDT     DOROTHEA      F       Germany  GER
## 1886    101698       KROMOWIDJOJO       RANOMI      F   Netherlands  NED
## 1024    101764            HALSALL         FRAN      F Great Britain  GBR
## 760     101868            OTTESEN     JEANETTE      F       Denmark  DEN
## 212     102356 VANDERPOOL-WALLACE      ARIANNA      F       Bahamas  BAH
## 2598    105575             MANUEL       SIMONE      F United States  USA
## 959     110207          SANTAMANS         ANNA      F        France  FRA
## 600     110589                LIU        XIANG      F         China  CHN
## 2212    110853           KAMENEVA       MARIIA      F        Russia  RUS
## 488     118570           WILLIAMS     MICHELLE      F        Canada  CAN
##      eventid heat lane points reactiontime swimtime split cumswimtime
## 78       234    2    6    928         0.68    24.32     1       24.32
## 86       234    2    4    940         0.79    24.22     1       24.22
## 2424     234    2    5    930         0.67    24.31     1       24.31
## 443      234    1    7    906         0.69    24.52     1       24.52
## 361      234    2    1    852         0.63    25.03     1       25.03
## 742      234    2    8    862         0.67    24.93     1       24.93
## 1118     234    1    3    881         0.73    24.75     1       24.75
## 1886     234    1    5    939         0.70    24.23     1       24.23
## 1024     234    1    6    908         0.67    24.50     1       24.50
## 760      234    2    3    896         0.65    24.61     1       24.61
## 212      234    1    4    922         0.62    24.38     1       24.38
## 2598     234    2    7    911         0.66    24.47     1       24.47
## 959      234    1    2    862         0.60    24.93     1       24.93
## 600      234    2    2    878         0.73    24.78     1       24.78
## 2212     234    1    8    858         0.69    24.97     1       24.97
## 488      234    1    1    871         0.68    24.84     1       24.84
##      splitdistance daytime round distance stroke splitswimtime edad
## 78              50    1828   SEM       50   FREE         24.32   21
## 86              50    1828   SEM       50   FREE         24.22   23
## 2424            50    1828   SEM       50   FREE         24.31   22
## 443             50    1828   SEM       50   FREE         24.52   21
## 361             50    1828   SEM       50   FREE         25.03   24
## 742             50    1828   SEM       50   FREE         24.93   21
## 1118            50    1828   SEM       50   FREE         24.75   31
## 1886            50    1828   SEM       50   FREE         24.23   25
## 1024            50    1828   SEM       50   FREE         24.50   25
## 760             50    1828   SEM       50   FREE         24.61   27
## 212             50    1828   SEM       50   FREE         24.38   25
## 2598            50    1828   SEM       50   FREE         24.47   19
## 959             50    1828   SEM       50   FREE         24.93   22
## 600             50    1828   SEM       50   FREE         24.78   18
## 2212            50    1828   SEM       50   FREE         24.97   16
## 488             50    1828   SEM       50   FREE         24.84   24

Luego, podemos observar claramente que, las 16 primeras de las preliminares, consiguieron clasificarse a las semifinales. Hagamos el mismo trabajo con el dataframe free50SemisWomens para ver cuántas nadadoras se clasificaron en la final:

free50SemisWomens<-free50SemisWomens[order(free50SemisWomens$swimtime), ]

Al igual que antes, confeccionamos el dataframe de la final:

free50FinalWomens<-nadadoresPruebas[nadadoresPruebas$round=="FIN" & nadadoresPruebas$distance==50 & nadadoresPruebas$stroke=="FREE" & nadadoresPruebas$gender=="F", ]

dim(free50FinalWomens)
## [1]  8 21

Observamos que hay 8, luego las 8 primeras se clasificaron a la final.

¿Se nadan las 3 rondas en cada prueba?

Esta cuestión nos surge ya que, algunas pruebas requieren más esfuerzo y el tiempo de descanso para la recuperación total es más largo, por ello alomejor hay pruebas en las que sólo hay 1 ronda, o 2, o esta suposición es falsa y en cada prueba se nadan 3 rondas. Para ello, echemos un cálculo inicial. Hay 2 géneros, pruebas de 50, 100, 200, 400, 800 y 1500 metros. Veamos qué valores toman las rondas en cada una de estas pruebas. Para ello:

print("Rondas que se nadan en las pruebas de 50 metros: ")
## [1] "Rondas que se nadan en las pruebas de 50 metros: "
summary(nadadoresPruebas[nadadoresPruebas$distance==50, ]$round)
## FIN PRE SEM SOP SOS 
##  64 646 128   0   2
print("Rondas que se nadan en las pruebas de 100 metros:")
## [1] "Rondas que se nadan en las pruebas de 100 metros:"
summary(nadadoresPruebas[nadadoresPruebas$distance==100, ]$round)
## FIN PRE SEM SOP SOS 
##  64 628 128   2   0
print("Rondas que se nadan en las pruebas de 200 metros:")
## [1] "Rondas que se nadan en las pruebas de 200 metros:"
summary(nadadoresPruebas[nadadoresPruebas$distance==200, ]$round)
## FIN PRE SEM SOP SOS 
##  80 490 160   0   4
print("Rondas que se nadan en las pruebas de 400 metros:")
## [1] "Rondas que se nadan en las pruebas de 400 metros:"
summary(nadadoresPruebas[nadadoresPruebas$distance==400, ]$round)
## FIN PRE SEM SOP SOS 
##  32 193   0   0   0
print("Rondas que se nadan en las pruebas de 800 metros:")
## [1] "Rondas que se nadan en las pruebas de 800 metros:"
summary(nadadoresPruebas[nadadoresPruebas$distance==800, ]$round)
## FIN PRE SEM SOP SOS 
##  16  84   0   0   0
print("Rondas que se nadan en las pruebas de 1500 metros:")
## [1] "Rondas que se nadan en las pruebas de 1500 metros:"
summary(nadadoresPruebas[nadadoresPruebas$distance==1500, ]$round)
## FIN PRE SEM SOP SOS 
##  15  70   0   0   0

Luego, observamos que en las pruebas de 400, 800 y 1500 metros no hay semifinales, tan sólo una ronda preliminar y una ronda final.

También podemos sacar conclusiones gracias al estudio hecho en el apartado anterior. En los 50 por ejemplo, hay 128 nadadores que nadan semifinales, hay dos géneros, luego 64 nadadores por género nadaron semifinales, además, hay 4 estilos, luego 16 nadadores nadaron las semifinales de cada prueba, lo cual concuerda con lo visto anteriormente.

Destaca a la vista que, en las pruebas de 200 metros, hay más nadadores. ¿Por qué sucede esto?. Veamos:

print("Estilos que se nadan en pruebas de 50 metros: ")
## [1] "Estilos que se nadan en pruebas de 50 metros: "
summary(nadadoresPruebas[nadadoresPruebas$distance==50, ]$stroke)
##   BACK BREAST    FLY   FREE MEDLEY 
##    169    200    192    279      0
print("Estilos que se nadan en pruebas de 200 metros:")
## [1] "Estilos que se nadan en pruebas de 200 metros:"
summary(nadadoresPruebas[nadadoresPruebas$distance==200, ]$stroke)
##   BACK BREAST    FLY   FREE MEDLEY 
##    129    152    127    190    136

Hay más nadadores que nadan semifinales puesto que hay 5 pruebas, no 4. Si echamos los cálculos, 160/(2*5)=16 nadadores, igual que en las demás.

Se puede ver de manera análoga que nadan 8 nadadores cada final.

Ahora, ya que hemos analizado a fondo qué sucede con las finales, semifinales y preliminares, vamos a ver qué significan los otros dos valores que toma la variable round.

Rondas SOP

Bien, primeramente, vamos a observar las filas tales que toman ese valor. Lo hacemos de la siguiente manera:

datosSOP<-datos2015[datos2015$round=="SOP",]

datosSOP
##      athleteid lastname           firstname gender          name code eventid
## 3220    101910    OSMAN FARIDA HISHAM AHMED      F         Egypt  EGY     301
## 3221    101910    OSMAN FARIDA HISHAM AHMED      F         Egypt  EGY     301
## 4448    120441    KELLY   RACHAEL ELIZABETH      F Great Britain  GBR     301
## 4449    120441    KELLY   RACHAEL ELIZABETH      F Great Britain  GBR     301
##      heat lane points reactiontime swimtime split cumswimtime splitdistance
## 3220    1    5    888         0.72    58.22     1       27.29            50
## 3221    1    5    888         0.72    58.22     2       58.22           100
## 4448    1    4    891         0.66    58.17     1       27.60            50
## 4449    1    4    891         0.66    58.17     2       58.17           100
##      daytime round distance stroke splitswimtime edad
## 3220    1156   SOP      100    FLY         27.29   20
## 3221    1156   SOP      100    FLY         30.93   20
## 4448    1156   SOP      100    FLY         27.60   21
## 4449    1156   SOP      100    FLY         30.57   21

Observamos 4 filas, que se trata, viendo que es el mismo eventid, de una prueba que nadan sólo 2 nadadoras, Osman y Kelly. En este caso, un 100 mariposa. Es curioso que estas dos nadadoras naden una sóla prueba. Además, nadaron a las 11:56, por la mañana, donde sólo se nadan preliminares. Vamos a ver si descubrimos algo viendo la clasificación de ese 100 mariposa en la ronda preliminar:

fly100PREWomen<-nadadoresPruebas[nadadoresPruebas$distance==100 & nadadoresPruebas$stroke=="FLY" & nadadoresPruebas$round=="PRE" & nadadoresPruebas$gender=="F", ]

#Ahora ordenamos por tiempo
fly100PREWomen<-fly100PREWomen[order(fly100PREWomen$swimtime), ]
#Las ordeno
rownames(fly100PREWomen) <- 1:nrow(fly100PREWomen)
head(fly100PREWomen,20)
##    athleteid lastname           firstname gender          name code eventid
## 1     100728 SJOSTROM               SARAH      F        Sweden  SWE       1
## 2     101868  OTTESEN            JEANETTE      F       Denmark  DEN       1
## 3     101955   DEKKER                INGE      F   Netherlands  NED       1
## 4     102558       LU                YING      F         China  CHN       1
## 5     101207   SAVARD            KATERINE      F        Canada  CAN       1
## 6     101905     WENK  ALEXANDRA NATHALIE      F       Germany  GER       1
## 7     105628  STEWART              KENDYL      F United States  USA       1
## 8     100650   MCKEON                EMMA      F     Australia  AUS       1
## 9     100399       AN             SEHYEON      F         Korea  KOR       1
## 10    105257   GROVES            MADELINE      F     Australia  AUS       1
## 11    102476     CHEN               XINYI      F         China  CHN       1
## 12    100611   THOMAS              NOEMIE      F        Canada  CAN       1
## 13    100896     BUYS            KIMBERLY      F       Belgium  BEL       1
## 14    101847  BIANCHI              ILARIA      F         Italy  ITA       1
## 15    100505    HOSHI             NATSUMI      F         Japan  JPN       1
## 16    101910    OSMAN FARIDA HISHAM AHMED      F         Egypt  EGY       1
## 17    120441    KELLY   RACHAEL ELIZABETH      F Great Britain  GBR       1
## 18    100567 DE PAULA             DAYNARA      F        Brazil  BRA       1
## 19    102246     LOWE        JEMMA LOUISE      F Great Britain  GBR       1
## 20    105661  DONAHUE              CLAIRE      F United States  USA       1
##    heat lane points reactiontime swimtime split cumswimtime splitdistance
## 1     7    4    974         0.67    56.47     1       26.54            50
## 2     6    4    908         0.70    57.79     1       26.80            50
## 3     5    5    907         0.70    57.82     1       26.37            50
## 4     7    2    906         0.72    57.84     1       26.92            50
## 5     5    4    900         0.67    57.96     1       26.91            50
## 6     6    7    896         0.68    58.05     1       27.57            50
## 7     5    6    896         0.76    58.06     1       26.39            50
## 8     7    5    893         0.77    58.12     1       27.21            50
## 9     7    1    888         0.69    58.24     1       27.19            50
## 10    6    5    884         0.75    58.31     1       27.41            50
## 11    6    6    883         0.73    58.34     1       27.50            50
## 12    7    7    883         0.63    58.35     1       26.93            50
## 13    7    8    882         0.75    58.36     1       26.95            50
## 14    6    3    882         0.66    58.37     1       27.13            50
## 15    7    0    877         0.64    58.47     1       27.59            50
## 16    6    9    877         0.74    58.48     1       26.94            50
## 17    5    3    877         0.70    58.48     1       27.40            50
## 18    5    1    872         0.65    58.59     1       27.50            50
## 19    5    2    865         0.67    58.74     1       27.51            50
## 20    6    2    864         0.71    58.77     1       26.72            50
##    daytime round distance stroke splitswimtime edad
## 1      930   PRE      100    FLY         26.54   22
## 2      930   PRE      100    FLY         26.80   27
## 3      930   PRE      100    FLY         26.37   30
## 4      930   PRE      100    FLY         26.92   26
## 5      930   PRE      100    FLY         26.91   22
## 6      930   PRE      100    FLY         27.57   20
## 7      930   PRE      100    FLY         26.39   21
## 8      930   PRE      100    FLY         27.21   21
## 9      930   PRE      100    FLY         27.19   19
## 10     930   PRE      100    FLY         27.41   20
## 11     930   PRE      100    FLY         27.50   17
## 12     930   PRE      100    FLY         26.93   19
## 13     930   PRE      100    FLY         26.95   26
## 14     930   PRE      100    FLY         27.13   25
## 15     930   PRE      100    FLY         27.59   25
## 16     930   PRE      100    FLY         26.94   20
## 17     930   PRE      100    FLY         27.40   21
## 18     930   PRE      100    FLY         27.50   26
## 19     930   PRE      100    FLY         27.51   25
## 20     930   PRE      100    FLY         26.72   26

Si busco a Osman y Kelly en el anterior dataframe, observo que se encuentran en el puesto 16 y 17 respectivamente y que, hicieron el mismo tiempo. Luego tiene sentido razonar que, las rondas SOP son rondas de desempate para ver quién pasa a la siguiente ronda.

Rondas SOS

Viendo el razonamiento de las rondas SOP, intuimos que las rondas SOS deben ser rondas de desempate entre nadadores de las semifinales. De todas maneras, vamos a verlo. Para ello, si nos fijamos en una de los dataframes anteriores, en la prueba de 200 metros había 4 nadadores que nadan la ronda SOS. Vamos a visualizarlo:

datosSOS<-nadadoresPruebas[nadadoresPruebas$round=="SOS" & nadadoresPruebas$distance==200, ]
datosSOS
##      athleteid      lastname   firstname gender          name code eventid heat
## 528     102550           SHI     JINGLIN      F         China  CHN     425    1
## 1010    101595        PAVONI     ROBERTO      M Great Britain  GBR     421    1
## 1368    100918 LUTHERSDOTTIR HRAFNHILDUR      F       Iceland  ISL     425    1
## 2605    105576         DWYER       CONOR      M United States  USA     421    1
##      lane points reactiontime swimtime split cumswimtime splitdistance daytime
## 528     4    906         0.74   143.75     1       33.66            50    1943
## 1010    5    895         0.66   118.26     1       25.81            50    1942
## 1368    5    881         0.71   145.11     1       32.79            50    1943
## 2605    4    897         0.66   118.18     1       25.27            50    1942
##      round distance stroke splitswimtime edad
## 528    SOS      200 BREAST         33.66   22
## 1010   SOS      200 MEDLEY         25.81   24
## 1368   SOS      200 BREAST         32.79   24
## 2605   SOS      200 MEDLEY         25.27   26

Vemos que se nadaron dos rondas SOS, una para la prueba de 200m braza femenino, y otra para la prueba de 200 estilos masculino. Elijamos el 200 estilos masculino, visualicemos el ranking de las semifinales y veamos si están Roberto Pavoni y Conor Dwyer empatados en el 8vo y 9no puesto:

medley200SEM<-nadadoresPruebas[nadadoresPruebas$round=="SEM" & nadadoresPruebas$distance==200 & nadadoresPruebas$gender=="M" & nadadoresPruebas$stroke=="MEDLEY", ]

#Ahora, ordeno igual que antes: 

medley200SEM<-medley200SEM[order(medley200SEM$swimtime), ]
#Las ordeno
rownames(medley200SEM) <- 1:nrow(medley200SEM)
medley200SEM
##    athleteid      lastname              firstname gender          name code
## 1     105655        LOCHTE                   RYAN      M United States  USA
## 2     103260          WANG                   SHUN      M         China  CHN
## 3     100891       PEREIRA                 THIAGO      M        Brazil  BRA
## 4     101437       WALLACE            DANIEL JOHN      M Great Britain  GBR
## 5     101240        SJODIN                  SIMON      M        Sweden  SWE
## 6     110224       CIESLAK                 MARCIN      M        Poland  POL
## 7     101164     RODRIGUES               HENRIQUE      M        Brazil  BRA
## 8     101595        PAVONI                ROBERTO      M Great Britain  GBR
## 9     105576         DWYER                  CONOR      M United States  USA
## 10    101229 FRASER-HOLMES                 THOMAS      M     Australia  AUS
## 11    100840     TOUMARKIN              YAKOV YAN      M        Israel  ISR
## 12    105209   DESPLANCHES                 JEREMY      M   Switzerland  SUI
## 13    110782       VAZAIOS                ANDREAS      M        Greece  GRE
## 14    100478          SETO                  DAIYA      M         Japan  JPN
## 15    100980      CARVALHO                  DIOGO      M      Portugal  POR
## 16    101493       HUSSEIN MOHAMED KHALED MOHAMED      M         Egypt  EGY
##    eventid heat lane points reactiontime swimtime split cumswimtime
## 1      221    2    4    929         0.68   116.81     1       24.80
## 2      221    2    5    923         0.64   117.07     1       24.91
## 3      221    1    6    917         0.69   117.33     1       25.23
## 4      221    1    4    907         0.71   117.77     1       25.27
## 5      221    1    7    899         0.70   118.10     1       25.40
## 6      221    2    8    897         0.69   118.20     1       25.63
## 7      221    1    3    891         0.70   118.45     1       25.63
## 8      221    2    2    889         0.67   118.54     1       26.10
## 9      221    1    5    889         0.65   118.54     1       25.51
## 10     221    2    1    882         0.67   118.83     1       24.87
## 11     221    1    1    882         0.77   118.86     1       25.08
## 12     221    1    2    871         0.65   119.35     1       25.56
## 13     221    2    3    867         0.70   119.53     1       25.99
## 14     221    2    6    856         0.62   120.05     1       25.77
## 15     221    2    7    850         0.70   120.31     1       25.92
## 16     221    1    8    827         0.74   121.41     1       25.98
##    splitdistance daytime round distance stroke splitswimtime edad
## 1             50    1845   SEM      200 MEDLEY         24.80   31
## 2             50    1845   SEM      200 MEDLEY         24.91   21
## 3             50    1845   SEM      200 MEDLEY         25.23   29
## 4             50    1845   SEM      200 MEDLEY         25.27   22
## 5             50    1845   SEM      200 MEDLEY         25.40   28
## 6             50    1845   SEM      200 MEDLEY         25.63   23
## 7             50    1845   SEM      200 MEDLEY         25.63   24
## 8             50    1845   SEM      200 MEDLEY         26.10   24
## 9             50    1845   SEM      200 MEDLEY         25.51   26
## 10            50    1845   SEM      200 MEDLEY         24.87   23
## 11            50    1845   SEM      200 MEDLEY         25.08   23
## 12            50    1845   SEM      200 MEDLEY         25.56   21
## 13            50    1845   SEM      200 MEDLEY         25.99   21
## 14            50    1845   SEM      200 MEDLEY         25.77   21
## 15            50    1845   SEM      200 MEDLEY         25.92   27
## 16            50    1845   SEM      200 MEDLEY         25.98   23

Y efectivamente, empataron con un tiempo de 118.54 segundos, luego SOS equivale a las rondas de desempate producidas en las rondas semifinales. Además, observamos que se realizan por las tardes.

Luego, ya hemos resuelto las dudas acerca de Round.

Estudios relacionados con los puntos.

Veamos las posibles relaciones de puntos con las demás variables:

Antes de ello, vamos a tener que eliminar de este estudio a los nadadores descalificados (es decir, los que tienen NA points).

nadadoresPruebas <- nadadoresPruebas %>% filter(!is.na(nadadoresPruebas$points))

Mejor nadador por prueba nadada. MVP de los mundiales.

Veamos ahora cómo se distribuyen los puntos.

ggplot(nadadoresPruebas, aes(x = points)) +
  geom_density(fill = viridis(1, option = "D"), color = "black", alpha = 0.8) + # Color accesible
  ggtitle("Distribución de Puntos") +
  labs(x = "Puntos", y = "Densidad") + # Etiquetas descriptivas
  theme_minimal(base_size = 14) + # Tema limpio y texto más grande
  theme(
    plot.title = element_text(hjust = 0.5, face = "bold"), # Centrar título
    axis.text = element_text(size = 12),
    axis.title = element_text(size = 14)
  )

Observamos que la mayoría de puntos se encuentran a partir de los 750/800 puntos, y esto, tiene sentido si razonamos que para entrar a los mundiales de natación, se necesitan unas marcas mínimas (una cantidad de puntos preestablecida). Luego es normal encontrar una gran cantidad de datos que tengan más de 750 puntos ya que había un “corte” para la inscripción en la competición. Esto hace que la gráfica no esté más distribuida por todos los posibles valores de puntos.

Ahora nos surge la siguiente pregunta: ¿Quién rindió mejor en los campeonatos?.

Podemos buscar el nadador que hizo más puntos:

datos2015[which.max(datos2015$points), ]
##       athleteid lastname firstname gender          name code eventid heat lane
## 10558    105594  LEDECKY     KATIE      F United States  USA     113    1    4
##       points reactiontime swimtime split cumswimtime splitdistance daytime
## 10558   1028          0.7   925.48     1       28.37            50    1805
##       round distance stroke splitswimtime edad
## 10558   FIN     1500   FREE         28.37   18

Observamos que la nadadora que cosechó más puntos en una prueba fue Katie Ledecky en los 1500 metros. Buscando, casualmente observamos que batió el récord[https://www.rtve.es/deportes/20150803/ledecky-bate-record-del-mundo-1500-libres/1193160.shtml] del mundo en dicha prueba.

Ahora, vamos a buscar al nadador que, en promedio, consiguió más puntos, podríamos denominarlo el MVP del Mundial Kazán 2015. Para ello:

#Usamos nadadoresPruebas, donde tenemos cada nadador y la prueba que realizó. 

media_puntos <- aggregate(nadadoresPruebas$points ~ nadadoresPruebas$athleteid, data = nadadoresPruebas, FUN = mean)
media_puntos <- media_puntos[order(media_puntos$`nadadoresPruebas$points`, decreasing = TRUE), ]
media_puntos<- rename(media_puntos, "athleteid"="nadadoresPruebas$athleteid")
media_puntos<-rename(media_puntos, "meanPoints"="nadadoresPruebas$points")

head(media_puntos,5)
##     athleteid meanPoints
## 666    108588   985.5714
## 452    102630   978.2857
## 554    105594   973.1111
## 222    101365   967.3333
## 76     100728   966.7500

El atleta con id 108588 es el que hizo más puntos, veamos quien es:

nadadoresPruebas[nadadoresPruebas$athleteid==108588 , ]
##      athleteid lastname firstname gender          name code eventid heat lane
## 1048    108588    PEATY      ADAM      M Great Britain  GBR       6    9    4
## 1049    108588    PEATY      ADAM      M Great Britain  GBR     206    2    4
## 1050    108588    PEATY      ADAM      M Great Britain  GBR     106    1    4
## 1051    108588    PEATY      ADAM      M Great Britain  GBR      14    9    4
## 1052    108588    PEATY      ADAM      M Great Britain  GBR     214    1    4
## 1053    108588    PEATY      ADAM      M Great Britain  GBR     114    1    4
## 1054    108588    PEATY      ADAM      M Great Britain  GBR      26    5    5
##      points reactiontime swimtime split cumswimtime splitdistance daytime round
## 1048    996         0.60    58.52     1       27.05            50    1134   PRE
## 1049   1014         0.60    58.18     1       27.21            50    1835   SEM
## 1050    996         0.59    58.52     1       27.20            50    1732   FIN
## 1051    993         0.60    26.68     1       26.68            50     930   PRE
## 1052   1022         0.59    26.42     1       26.42            50    1748   SEM
## 1053   1012         0.57    26.51     1       26.51            50    1810   FIN
## 1054    866         0.61   133.24     1       29.77            50    1033   PRE
##      distance stroke splitswimtime edad
## 1048      100 BREAST         27.05   20
## 1049      100 BREAST         27.21   20
## 1050      100 BREAST         27.20   20
## 1051       50 BREAST         26.68   20
## 1052       50 BREAST         26.42   20
## 1053       50 BREAST         26.51   20
## 1054      200 BREAST         29.77   20

Luego, el MVP fue el británico Adam Peaty, que nadó 50, 100 y 200 braza. Veamos quiénes fueron los integrantes del podio:

nadadoresParticipantes[nadadoresParticipantes$athleteid==102630 | nadadoresParticipantes$athleteid==105594, ]
##      athleteid      lastname firstname gender          name code eventid heat
## 839     102630 VAN DER BURGH   CAMERON      M  South Africa  RSA       6    8
## 1036    105594       LEDECKY     KATIE      F United States  USA       5    5
##      lane points reactiontime swimtime split cumswimtime splitdistance daytime
## 839     5    993         0.63    58.59     1       27.11            50    1134
## 1036    4    964         0.69   241.73     1       27.79            50    1103
##      round distance stroke splitswimtime edad
## 839    PRE      100 BREAST         27.11   27
## 1036   PRE      400   FREE         27.79   18

Completaron el podio Cameron Van der Burgh, de Sudáfrica, y Katie Ledecky.

Puntos. Hombres vs Mujeres

A continuación, vamos a comparar los puntos realizados por hombres y mujeres, para ver si podemos sacar alguna conclusión.

Primeramente, vamos a ver la función de densidad:

ggplot(nadadoresPruebas, aes(x = points, colour = gender)) +
  geom_density() +
  ggtitle("Distribución de Puntos por Sexo") +
  labs(x = "Puntos", y = "Densidad") +
  scale_colour_viridis(discrete = TRUE, option = "D") + # Paleta accesible
  theme_minimal(base_size = 14) + # Tema limpio y texto más grande
  theme(
    plot.title = element_text(hjust = 0.5, face = "bold"), # Centrar título
    axis.text = element_text(size = 12),
    axis.title = element_text(size = 14),
    legend.title = element_text(size = 12),
    legend.text = element_text(size = 10)
  )

A priori, parece haber dos distribuciones muy igualadas. Tiene sentido ya que, los puntos se definen de manera separada para cada sexo. Es decir, la distribución de los puntos se calculan con un algoritmo que se basa en la distribución de tiempos para esa prueba y ordenada respecto al récord mundial en dicha prueba. Nadadores con puntos cercanos a 1000 son nadadores élite cuyo tiempo está muy cerca del récord mundial. En este caso, hay dos distribuciones por cada prueba, una para las chicas y otra para los chicos, luego tiene sentido que la gráfica anterior sea tan parecida.

Puntos. ¿La edad influye?

Una buena manera de medir el rendimiento con respecto a la edad del nadador, es verlo a través de los puntos obtenidos.

# Resumen de puntos por edad
resumen_puntos <- nadadoresPruebas %>%
  group_by(edad, points) %>%
  summarise(frecuencia = n(), .groups = 'drop')

# Crear el gráfico de calor
ggplot(resumen_puntos, aes(x = edad, y = points)) +
  geom_tile(aes(fill = frecuencia), color = "black") +
  # Usar una paleta de colores divergente
  scale_fill_gradientn(colors = brewer.pal(9, "Reds"), 
                       limits = c(min(resumen_puntos$frecuencia), max(resumen_puntos$frecuencia))) + 
  theme_bw() +
  labs(title = "Gráfico de Calor: Edades y Puntos Obtenidos",
       x = "Edad",
       y = "Puntos Obtenidos") +
  theme(panel.grid.major = element_blank(),
        panel.grid.minor = element_blank())

# Crear una nueva columna que clasifica a los nadadores en grupos de edad
nadadoresPruebas <- nadadoresPruebas %>%
  mutate(grupo_edad = case_when(
    edad < 18 ~ "Menores de 18",
    edad >= 18 & edad <= 30 ~ "Entre 18 y 30",
    edad > 30 ~ "Mayores de 30"
  ))

# Calcular el promedio de puntos por grupo de edad
promedio_puntos <- nadadoresPruebas %>%
  group_by(grupo_edad) %>%
  summarise(promedio = mean(points, na.rm = TRUE))

# Crear un gráfico de barras para visualizar el promedio de puntos
ggplot(promedio_puntos, aes(x = grupo_edad, y = promedio, fill = grupo_edad)) +
  geom_bar(stat = "identity", color = "black") +
  scale_fill_brewer(palette = "Reds") +  # Cambiar la paleta si es necesario
  theme_bw() +
  labs(title = "Promedio de Puntos por Grupo de Edad",
       x = "Grupo de Edad",
       y = "Promedio de Puntos") +
  theme(panel.grid.major = element_blank(),
        panel.grid.minor = element_blank(),
        legend.position = "none")

Vamos a comparar los puntos con la edad. Para ello, vamos a dividir en 3 grupos por edades (menores de 18, entre 18 y 30 y mayores de 30) y a comparar el promedio de puntos cosechados por cada franja de edad.

# Mostrar el promedio de puntos en una tabla
promedio_puntos %>%
  kable(caption = "Promedio de Puntos por Grupo de Edad", 
        col.names = c("Grupo de Edad", "Promedio de Puntos"))
Promedio de Puntos por Grupo de Edad
Grupo de Edad Promedio de Puntos
Entre 18 y 30 817.7603
Mayores de 30 806.3182
Menores de 18 621.3576

En el grupo de edad entre 18 y 30, el promedio de Puntos es 817.76.Este grupo presenta el promedio más alto en comparación con los otros grupos. Esto podría indicar que los nadadores en este rango de edad tienen un rendimiento superior en términos de puntos acumulados. Esto puede ser atribuible a varios factores, como una mayor experiencia. El grupo de Edad Mayores de 30 tiene un promedio de 806.32 puntos. Los nadadores mayores de 30 años tienen un promedio de puntos ligeramente inferior al grupo de 18 a 30 años. Sin embargo, el rendimiento sigue siendo fuerte, lo que sugiere que, aunque pueden enfrentar desafíos relacionados con la edad, muchos continúan siendo competitivos. El grupo de Edad Menores de 18 tiene un promedio de 621.36 puntos. Este grupo muestra el promedio más bajo en comparación con los otros dos. Esto puede ser indicativo de que los nadadores jóvenes aún están en desarrollo y adquiriendo habilidades y experiencia. Es natural que los nadadores más jóvenes, al estar en una etapa temprana de su carrera, acumulen menos puntos.

La diferencia significativa en el rendimiento entre los grupos puede sugerir que la edad tiene un impacto positivo en el rendimiento de los nadadores, al menos hasta cierto punto. Esto también resalta la importancia del entrenamiento y la experiencia que se adquiere con la edad. Es posible que los nadadores más jóvenes tengan que enfocarse en su desarrollo técnico y competitivo para alcanzar a sus contrapartes mayores. Esto podría incluir mejorar sus técnicas de natación, preparación física, y estrategias de carrera.

Realizamos un test para ver si la diferencia es significativa

# Realiza la prueba de Kruskal-Wallis
kruskal_result <- kruskal.test(points ~ grupo_edad, data = nadadoresPruebas)
print(kruskal_result)
## 
##  Kruskal-Wallis rank sum test
## 
## data:  points by grupo_edad
## Kruskal-Wallis chi-squared = 395.98, df = 2, p-value < 2.2e-16

El p-value < 2.2e-16: Este valor p es extremadamente bajo, lo que indica que hay diferencias significativas en los puntos entre al menos uno de los grupos de edad. Dado que el valor p es muy pequeño, puedes rechazar la hipótesis nula, que sostiene que no hay diferencias en las medianas de los puntos entre los grupos.

Aunque Kruskal-Wallis indica que hay diferencias, no te dice cuáles son esos grupos que difieren. Por lo tanto, es recomendable realizar pruebas post-hoc para identificar qué grupos son significativamente diferentes entre sí.

# Prueba de Dunn
dunn_test <- dunnTest(points ~ grupo_edad, data = nadadoresPruebas, method = "bonferroni")
print(dunn_test)
## Dunn (1964) Kruskal-Wallis multiple comparison
##   p-values adjusted with the Bonferroni method.
##                      Comparison          Z      P.unadj        P.adj
## 1 Entre 18 y 30 - Mayores de 30  0.5939984 5.525132e-01 1.000000e+00
## 2 Entre 18 y 30 - Menores de 18 19.8965938 4.355397e-88 1.306619e-87
## 3 Mayores de 30 - Menores de 18  6.7119013 1.921047e-11 5.763140e-11

Entre 18 y 30 vs. Mayores de 30: No hay evidencia suficiente para afirmar que hay una diferencia significativa en los puntos entre estos dos grupos de edad. Entre 18 y 30 vs. Menores de 18: Hay una diferencia altamente significativa en los puntos entre estos dos grupos. Esto indica que los nadadores menores de 18 años obtienen significativamente menos puntos que los nadadores entre 18 y 30. Mayores de 30 vs. Menores de 18: También hay una diferencia altamente significativa entre estos grupos, sugiriendo que los nadadores mayores de 30 años obtienen significativamente más puntos que los nadadores menores de 18.

La comparación muestra que, mientras que no hay diferencia significativa entre los grupos de 18-30 y mayores de 30, los menores de 18 años se desempeñan significativamente peor en términos de puntos en comparación con ambos grupos de mayores edad.

ggplot(nadadoresPruebas, aes(x = grupo_edad, y = points, fill = grupo_edad)) +
  geom_boxplot() +
  labs(
    title = "Distribución de Puntos por Grupo de Edad", 
    x = "Grupo de Edad", 
    y = "Puntos"
  ) +
  scale_fill_viridis(discrete = TRUE, option = "D") + # Paleta viridis para colores accesibles
  theme_minimal() +
  theme(
    plot.title = element_text(hjust = 0.5, face = "bold"),
    axis.text = element_text(size = 12),
    axis.title = element_text(size = 14),
    legend.title = element_text(size = 12),
    legend.text = element_text(size = 10)
  )

Modelo de regresión lineal: reactiontime vs swimtime.

Empezamos viendo la relación lineal (que ya sabemos que será alta) entre puntos y tiempo. Es evidente que a mayor tiempo, hay menos puntos. Veámoslo

nadadoresPruebas50crol<- nadadoresPruebas[nadadoresPruebas$distance==50 & nadadoresPruebas$stroke=='FREE', ]
t= nadadoresPruebas50crol$swimtime
p= nadadoresPruebas50crol$points
cor(nadadoresPruebas50crol$swimtime,nadadoresPruebas50crol$points)
## [1] NA
head(nadadoresPruebas50crol,10)
##    athleteid      lastname       firstname gender              name code
## 8     115671         HOXHA           SIDNI      M           Albania  ALB
## 16    105101  TUDO CUBELLS           NADIA      F           Andorra  AND
## 18    100518       NOBREGA             ANA      F            Angola  ANG
## 22    120735        AGUIAR            JOAO      M            Angola  ANG
## 23    101069 MASCOLL-GOMES            NOAH      M Antigua & Barbuda  ANT
## 51    101948      VASILYAN          MONIKA      F           Armenia  ARM
## 53    102199    MKHITARYAN           VAHAN      M           Armenia  ARM
## 58    100557        PONSON ALLYSON ROXANNE      F             Aruba  ARU
## 60    105498    SCHREUDERS           MIKEL      M             Aruba  ARU
## 77    100537      CAMPBELL          BRONTE      F         Australia  AUS
##    eventid heat lane points reactiontime swimtime split cumswimtime
## 8       28    8    5    758         0.68    22.93     1       22.93
## 16      34    5    2    608         0.71    28.00     1       28.00
## 18      34    5    7    607         0.76    28.02     1       28.02
## 22      28    6    9    626         0.76    24.44     1       24.44
## 23      28    4    3    600         0.70    24.79     1       24.79
## 51      34    7    8    633         0.78    27.63     1       27.63
## 53      28    7    2    717         0.71    23.36     1       23.36
## 58      34    7    4    726         0.67    26.40     1       26.40
## 60      28    7    8    670         0.69    23.89     1       23.89
## 77      34   12    5    882         0.69    24.74     1       24.74
##    splitdistance daytime round distance stroke splitswimtime edad
## 8             50     930   PRE       50   FREE         22.93   23
## 16            50     930   PRE       50   FREE         28.00   18
## 18            50     930   PRE       50   FREE         28.02   24
## 22            50     930   PRE       50   FREE         24.44   31
## 23            50     930   PRE       50   FREE         24.79   16
## 51            50     930   PRE       50   FREE         27.63   19
## 53            50     930   PRE       50   FREE         23.36   19
## 58            50     930   PRE       50   FREE         26.40   19
## 60            50     930   PRE       50   FREE         23.89   16
## 77            50     930   PRE       50   FREE         24.74   21

Esto no es de mucho estudio, ya que es lo lógico.

Veamos los puntos respecto al tiempo de reacción:

nadadoresPruebas<- na.omit(nadadoresPruebas)
x= nadadoresPruebas$points
y=nadadoresPruebas$reactiontime
cor(x,y)
## [1] -0.2861291

Parecen no estar correlacionadas el tiempo de reaccion y los puntos de manera lineal. Pero a lo mejor, en pruebas específicas , como las pruebas de distancias cortas la correlación es mayor.

nadadoresPruebas50<- nadadoresPruebas[nadadoresPruebas$distance==50, ]
X=nadadoresPruebas50$reactiontime
Y=nadadoresPruebas50$points
cor(X,Y)
## [1] -0.5573374

Ya tenemos nuestro objetivo de estudio ya que para comenzar con la modelización estadística, debemos contextualizar el problema, definiendo objetivos y variables.

Queremos investigar si existe relación entre el tiempo de reacción y puntos. Una pregunta que puede surgirnos es, ¿A mayores valores del tiempo de reacción, hay mayores valores de puntos? Luego, nuestro objetivo será saber si hay algún tipo de relación lineal, y las variables, por ende, serán tiempo de reacción y puntos. La variable tiempo de reacción, será nuestra variable independiente, y puntos será la variable dependiente.

A continuación, procedemos a realizar una inspección gráfica simple, para identificar tendencias.

plot(X,Y,xlab="Tiempo de reacción",ylab="Puntos")

cov(X,Y)
## [1] -6.859023

Esta covarianza, positiva y grande en valor absoluto, nos indica que hay relación negativa entre las variables(ya lo habíamos intuido pero gracias al signo lo hemos confirmado).

A pesar de la confirmación, en este momento nos surge un problema, pues, la covarianza toma valores en todos los números reales, dependiendo de las magnitudes del tiempo de reacción y puntos, y de sus unidades . Por eso, calcularemos el coeficiente de correlación lineal, que se obtiene tipificando la covarianza, es decir, dividiendo la covarianza entre las desviaciones típicas muestrales (obteniendo un coeficiente entre -1 y 1)

cor(X,Y)
## [1] -0.5573374

De manera adicional, podemos incluir histogramas marginales en cada eje del gráfico, para ello usamos las librerías ggplot2 y ggExtra.

datos<-data.frame(x=X,y=Y)

p<-ggplot(datos, aes(x = X, y = Y)) +
  geom_point()
#vemos la nube de puntos 
print(p)
#Especificamos que se añadan histogramas en los márgenes
ggMarginal(p, type = "histogram")

Como hemos visto, si la relacion lineal es fuerte tiene sentido querer ajustar una recta a la nube de puntos. Es decir, considerar un modelo de regresion lineal simple.

La función que ajusta el modelo de regresión lineal simple en R es lm(con parametros B_0,B_1 y sigma^2), directamente hacemos un summary para que nos devuelva la información más importante, aunque realmente lm calcula muchas cosas: estimaciones, residuos, predicciones, etc.

lm=lm(Y~X)
summary(lm)
## 
## Call:
## lm(formula = Y ~ X)
## 
## Residuals:
##    Min     1Q Median     3Q    Max 
## -495.9  -88.7   22.7  109.2  391.1 
## 
## Coefficients:
##             Estimate Std. Error t value Pr(>|t|)    
## (Intercept)  1809.05      55.43   32.64   <2e-16 ***
## X           -1562.32      80.84  -19.33   <2e-16 ***
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## Residual standard error: 154.3 on 829 degrees of freedom
## Multiple R-squared:  0.3106, Adjusted R-squared:  0.3098 
## F-statistic: 373.5 on 1 and 829 DF,  p-value: < 2.2e-16

Podemos añadir la recta de regresión al gráfico usando el comando abline, y el objeto donde hemos guardado el ajuste de la recta, en este caso lm4:

#representamos
plot(X,Y)
#añadimos la recta de regresion
abline(lm)

Los coeficientes de la regresión estimados también están en el objeto donde hemos guardado el ajuste, en lm

#generamos un vector con los coeficientes de la regresion
coeficientes=lm$coefficients
#comprobamos que es lo mismo que nos salía en el summary
coeficientes
## (Intercept)           X 
##    1809.053   -1562.315

Sabemos que el valor de los puntos cuando X=0, es decir, que el tiempo de reacción sea cero, es de 1809 aproximadamente. Este parámetro no tendría sentido, pues el tiempo de reacción nunca va a ser cero. Por otro lado la pendiente es -1562.315, lo que nos muestra que por cada valor que aumenta X, Y aumenta lo indicado.

Prueba 800m Libre femenino.

Quiero evaluar la prueba 800m libres.

Veamos qué nadadores nadaron el 800 libre femenino:

nadadoras800free<-nadadoresPruebas[nadadoresPruebas$distance==800 & nadadoresPruebas$gender=="F", ]

dim(nadadoras800free)
## [1] 51 21

Se observa que no hay descalificaciones en el 800 libres femenino. Tenemos que 51 chicas nadaron el 800 libres, algunas de ellas dos veces ya que pasaron a la final.

Nos vamos a fijar en la final, para ello, filtramos otra vez los datos:

nadadoras800free<-datos2015[datos2015$gender=="F" & datos2015$distance==800 & datos2015$round=="FIN", ]

Estudio sobre los parciales de la carrera.

Vamos a evaluar cómo fueron los parciales de las nadadoras, para ello hacemos el siguiente gráfico:

ggplot(nadadoras800free, aes(y=nadadoras800free$lastname, x=nadadoras800free$splitswimtime, fill=nadadoras800free$lastname))+
  geom_boxplot()+
  labs(x="Parciales", y="Nadadoras")

De aquí podemos observar la media y los cuantiles de los parciales de las nadadoras. Observamos que casi todas tienen 1 o incluso 2 puntos atípicos, seguramente se deban al primer y último parcial de la prueba. Además, podemos observar que algunas nadadoras como Kapas y Friis, tuvieron una desviación muy pequeñita en sus parciales, es decir, fueron a un ritmo constante durante toda la prueba clavando sus parciales.

Vamos a observar, para cada nadador, los parciales realizados para ver si podemos conseguir algún patrón de tipo de carrera:

ggplot(nadadoras800free, aes(x=nadadoras800free$splitdistance, y=nadadoras800free$splitswimtime, group = lastname, colour =lastname )) + 
  geom_line()  + 
  geom_point( size=2, shape=21, fill="white") + 
  theme_minimal()+
  labs(x="Parciales", y="Tiempos por parcial.")

Observamos que todas nadan muy rápido tanto el primer parcial como el último. Además, vemos de manera clara como Ledecky parece que alterna un largo un poco más rapido y luego otro más lento durante toda su prueba. ¿Puede ser una estrategia de carrera? Lo veremos más adelante. También vemos alguna otra nadadora más que hace algo similar como Van Rouwendaal. Otras en cambio, intentan conservar el ritmo marcado desde el inicio y ser constantes. Carlin mete un cambio de ritmo muy drástico al paso de los 650m de 31s altos a 31s bajos y sigue luego bajando.

Visualización de la carrera.

Ahora, vamos a definir un dataframe en el que nos va a importar el nombre, la suma total de tiempo al paso de cada parcial:

nadadoras800free <- nadadoras800free %>%
  dplyr::select(lastname,firstname,gender,reactiontime,splitdistance,cumswimtime, swimtime)

Visualizamos la carrera:

# Ordenar los datos por tiempo
nadadoras800free <- nadadoras800free %>%
  arrange(splitdistance, cumswimtime)

# Crear un índice de posición
nadadoras800free <- nadadoras800free %>%
  group_by(splitdistance) %>%
  mutate(Posicion = rank(cumswimtime, ties.method = "first"))



ggplot(nadadoras800free, aes(x = splitdistance, y = Posicion, group = lastname)) +
  geom_line(aes(color = lastname, alpha = 1), size = 2) +
  geom_point(aes(color = lastname, alpha = 1), size = 4) +
  scale_y_reverse(breaks = 1:nrow(nadadoras800free))

Observamos como Ledecky lidera toda la carrera, Boyle alcanza al paso de los 100 metros la segunda posición y la mantiene. La pelea por la última medalla en juego dura hasta los 700 metros, donde un adelantamiento de Carlin a Ashwood hace que la nadadora Jaz Carlin alcance el bronce olímpico.

PCA’s

Análisis de componentes principales del 800 libres femenino. Ronda preliminar.

Lo primero que debemos hacer es cargar los datos:

prueba800libresPreliminar<- datos2015[datos2015$distance==800 & datos2015$gender=="F" & datos2015$stroke=="FREE" & datos2015$round=="PRE", ]

prueba800libresPreliminar <- prueba800libresPreliminar %>%
    dplyr::select(lastname, reactiontime, splitdistance, splitswimtime, edad)

Bien, ahora, debemos encontrar la manera de crear un dataframe en la que nos quedemos con el nombre, apellido y parciales.

pruebawide <- prueba800libresPreliminar %>%
  pivot_wider(names_from = splitdistance,       # Los valores de 'Split' serán los nombres de las columnas
              values_from =splitswimtime)     # Los valores de 'Tiempo' llenarán las celdas
#omito los valores nulos: 
pruebawide<- na.omit(pruebawide)
pruebawide<- as.data.frame(pruebawide)
rownames(pruebawide) <- pruebawide$lastname

Ahora que ya tenemos nuestro dataframe hecho, vamos a hacer el PCA:

pca800libres<-prcomp(pruebawide[,-1], scale=T)

plot(pca800libres)

Vemos la importancia de cadad componente.

Observemos además, un resumen numérico:

summary(pca800libres)
## Importance of components:
##                           PC1     PC2     PC3     PC4     PC5    PC6     PC7
## Standard deviation     3.8975 1.04130 0.77791 0.73825 0.50625 0.3176 0.26117
## Proportion of Variance 0.8439 0.06024 0.03362 0.03028 0.01424 0.0056 0.00379
## Cumulative Proportion  0.8439 0.90415 0.93777 0.96804 0.98228 0.9879 0.99167
##                           PC8     PC9    PC10    PC11    PC12    PC13    PC14
## Standard deviation     0.2165 0.16872 0.15816 0.10756 0.09255 0.08565 0.08227
## Proportion of Variance 0.0026 0.00158 0.00139 0.00064 0.00048 0.00041 0.00038
## Cumulative Proportion  0.9943 0.99586 0.99725 0.99789 0.99837 0.99878 0.99915
##                           PC15    PC16    PC17    PC18
## Standard deviation     0.07436 0.06568 0.05874 0.04421
## Proportion of Variance 0.00031 0.00024 0.00019 0.00011
## Cumulative Proportion  0.99946 0.99970 0.99989 1.00000

Viendo el pca, observamos que con la primera componente, tenemos un 84% de la varianza. Con pc2 un 6%, luego con esas dos logramos explicar un 90% de los datos.

Hagamos una interpretación previa a la graficación de los datos:

pca800libres
## Standard deviations (1, .., p=18):
##  [1] 3.89747634 1.04130246 0.77791355 0.73825364 0.50625249 0.31756324
##  [7] 0.26117066 0.21651865 0.16872466 0.15815858 0.10756232 0.09255060
## [13] 0.08565274 0.08227018 0.07435885 0.06567886 0.05874500 0.04421473
## 
## Rotation (n x k) = (18 x 18):
##                      PC1           PC2          PC3         PC4         PC5
## reactiontime  0.06193838 -0.8548167721  0.390560844  0.32124873 -0.03857645
## edad         -0.14922291 -0.4272042870 -0.865816941 -0.01292133  0.19527371
## 50            0.21873835 -0.1852520188 -0.047501605 -0.54013522 -0.43636572
## 100           0.24304415 -0.0906112177  0.013301059 -0.32452317 -0.11528177
## 150           0.24266268 -0.1221686581  0.040018216 -0.30576570 -0.01078452
## 200           0.25220373 -0.0435807848 -0.047430110 -0.18342797  0.05149037
## 250           0.25150962 -0.0450643808  0.004591957 -0.16016883  0.14254777
## 300           0.25229932 -0.0067871667 -0.028203926 -0.09798486  0.20200703
## 350           0.25296586 -0.0004885932  0.020263880 -0.05651860  0.19651276
## 400           0.25196991  0.0334488708 -0.027688537  0.05836570  0.29761134
## 450           0.25299286  0.0034375483  0.043000131  0.07311231  0.17494057
## 500           0.25081998  0.0701810721 -0.031170966  0.13333844  0.24407095
## 550           0.25212116  0.0375039940 -0.014162824  0.12523639  0.12781623
## 600           0.25000543  0.0450093858 -0.038173636  0.22535753  0.12195496
## 650           0.25256582  0.0448853314 -0.076272431  0.13890475 -0.03990197
## 700           0.24968187  0.0691198608 -0.104780045  0.18520717 -0.07621293
## 750           0.24437594  0.0399792675 -0.111081401  0.22839212 -0.29485371
## 800           0.22640840  0.0864609770 -0.236497695  0.36772621 -0.59149551
##                      PC6          PC7         PC8           PC9        PC10
## reactiontime -0.06320574  0.008203497  0.02726631  0.0016185780  0.01370549
## edad          0.04964498 -0.009105225 -0.03714785 -0.0082632806  0.01628572
## 50           -0.08375111 -0.602918823  0.11240484  0.0542184748 -0.13440568
## 100          -0.27416392  0.265411609 -0.55989027 -0.1782520178  0.41164562
## 150           0.39935215  0.388060284 -0.11927503 -0.1056307933 -0.59617578
## 200          -0.08390374  0.276365292  0.01259943 -0.0005069006  0.26374932
## 250           0.04664399  0.252087677  0.41634683  0.1902374007 -0.04928838
## 300          -0.27339011  0.138770334  0.30649506  0.1543689706 -0.02806555
## 350           0.17510060 -0.118950996  0.34691102  0.0282411937  0.34151686
## 400          -0.18722770 -0.060831923  0.05658450 -0.1756724764 -0.02973623
## 450           0.26225099 -0.188223904 -0.02619956 -0.1103499027  0.22110002
## 500          -0.18298716 -0.101041765 -0.19416846 -0.1581060911 -0.32803989
## 550           0.26197282 -0.209128801 -0.06367207 -0.4632181799  0.04398533
## 600          -0.16546973 -0.204751880 -0.28642501  0.2149860944 -0.26590464
## 650           0.18993957 -0.216064262 -0.08310223  0.0711705367  0.09466852
## 700          -0.34901294  0.006561143 -0.05714779  0.4184610780 -0.06587642
## 750           0.46518630  0.125722857 -0.18850594  0.4519068155  0.14565214
## 800          -0.17219420  0.210814206  0.31041715 -0.4242872746 -0.05151590
##                     PC11         PC12        PC13          PC14         PC15
## reactiontime -0.01715754  0.007403521 -0.04781775  0.0003629539  0.014172328
## edad          0.02895397 -0.015254631  0.03597715  0.0004642981  0.022243228
## 50            0.02351097 -0.072919101 -0.08351676  0.0497113278 -0.075898232
## 100           0.03217521 -0.146706765  0.10841263 -0.0596309691  0.180177855
## 150           0.17945969  0.243556077  0.07890695 -0.1410937705 -0.021532486
## 200          -0.23718291  0.303864871 -0.17373727  0.2325400789 -0.344047304
## 250          -0.25772493 -0.441349209  0.14724654 -0.1040860071  0.302186304
## 300          -0.19394884  0.001338898  0.11166814  0.1908268163 -0.117339073
## 350           0.35488871  0.153357570 -0.06804674  0.1237397843  0.050910678
## 400           0.16918088  0.084590245 -0.43011911 -0.4289384277 -0.352980823
## 450           0.38098933  0.101320928  0.49754216  0.1400142978  0.060992412
## 500           0.11518150 -0.125336221 -0.38831205  0.5231318547  0.416038434
## 550          -0.26467781 -0.456132587  0.02316746 -0.2590607944 -0.135097732
## 600          -0.20827190  0.025718113  0.43396492  0.1656587623 -0.388602299
## 650          -0.50744753  0.528670979 -0.07726505 -0.2182791732  0.440655874
## 700           0.33770410 -0.021833979  0.06374683 -0.4524806234  0.182179444
## 750           0.05585311 -0.274575286 -0.32716717  0.1562877385 -0.190987570
## 800           0.06077417  0.075493364  0.11500893  0.0938356703 -0.007798138
##                      PC16         PC17        PC18
## reactiontime  0.007947949  0.010391723 -0.01487313
## edad          0.004990501  0.005052875  0.01092969
## 50           -0.063934437 -0.045743920 -0.04467770
## 100          -0.011465511  0.091875649  0.27335132
## 150           0.095699678  0.112721548  0.01044089
## 200           0.167283160 -0.340216451 -0.49785382
## 250          -0.078423562 -0.446172358  0.14410293
## 300          -0.272697460  0.704220476 -0.04447674
## 350           0.556409962  0.114013418  0.34147945
## 400          -0.366526613 -0.168685837  0.27710032
## 450          -0.473182256 -0.146309882 -0.24623668
## 500           0.011017785 -0.067437200 -0.09302387
## 550           0.265557775  0.220359319 -0.29460319
## 600           0.219600306 -0.181298248  0.32890114
## 650          -0.089361203  0.053484304  0.09034484
## 700           0.226211294  0.046041586 -0.40917018
## 750          -0.178753583  0.098606686  0.07707289
## 800          -0.014997495 -0.048414027  0.11429181

La PCA1 corresponde a una media ponderada en la cual, lo que más ponderan son los parciales de la prueba, siendo los más significativos del 200 al 650. También toma algo de importancia la edad pero no se verá reflejada. Luego, nos esperaremos más a la izquierda los nadadores cuyo tiempo medio sea menor (es decir, las más rapidas de las preliminares), y a la derecha las nadadoras más lentas en promedio.

La PCA2, cobra muchísima importancia el tiempo de reacción y la edad. Luego, esperaremos, contra más arriba se encuentren, nadadoras con un buen tiempo de reacción o pocos años, y abajo nadadoras con mal tiempo de reacción o muchos años.

Ahora, veamos cómo se ven los datos:

plot(pca800libres$x[,1:2], type="n")
text(pca800libres$x[,1:2],rownames(pruebawide), cex = 0.4)

Luego, podríamos decir que, el grupo de Ledecky, Carlin… fueron las más rapidas de las preliminares. Chentson, Holowchak y Rannvaardottir las más lentas.

También, podríamos decir que, nadadoras como Jo, corresponden a un tiempo de reacción muy bajo junto con una edad baja. Nadadoras como Kobrich y Elhenicka, serán nadadoras con más años y que además tienen un mal tiempo de reacción en comparación con todas las demás.

Veámos la ponderación de las variables con el siguiente gráfico:

fviz_pca_var(pca800libres, col.var = "red")

Viendo esta interpretación, podemos observar de una mejor manera, cuando un nadador va a estar más “arriba” o “abajo”, si es causa de la edad o del tiempo de reacción. Luego, si nos fijamos en las nadadoras del gráfico anterior, podremos asegurar que, Gill, tiene un tiempo de reacción pésimo, ledecky es rápida y joven y buen tiempo de reacción. Hassler es una nadadora con más edad pero de las más rapidas pero con mal tiempo de reacción.

#biplot(pca800libres)

fviz_pca_biplot(pca800libres, repel = TRUE)

Análisis de componentes principales en la carrera preliminar de 1500 metros

Vamos a ver en qué estilo predominan los nadadores de 1500 metros.

summary(nadadoresPruebas$stroke[nadadoresPruebas$distance == 1500])
##   BACK BREAST    FLY   FREE MEDLEY 
##      0      0      0     85      0
summary(nadadoresPruebas$round[nadadoresPruebas$distance == 1500])
## FIN PRE SEM SOP SOS 
##  15  70   0   0   0

Como podemos observar, todos los nadadores nadan en estilo libre. Por tanto, no seleccionaremos según esa imposición, ya que nos viene de los propios datos. Gracias a ello, tenemos un enfoque más global de la carrera de 1500 metros.

Además, tenemos 70 participantes en rondas preliminares y 15 finales. Por tanto, tomaremos la ronda preliminar para hacer nuestro análisis de componentes principales.

# Filtro de pruebas de 1500m masculino
datos1500Masc <- datos2015[datos2015$distance==1500 & datos2015$gender=="M" & datos2015$round =="PRE",]

# Selección de columnas relevantes
datos1500Masc <- datos1500Masc %>% dplyr::select(lastname, reactiontime, splitdistance, splitswimtime)
head(datos1500Masc,15)
##         lastname reactiontime splitdistance splitswimtime
## 46 ARIAS DOURDET         0.72            50         29.03
## 47 ARIAS DOURDET         0.72           100         31.41
## 48 ARIAS DOURDET         0.72           150         31.87
## 49 ARIAS DOURDET         0.72           200         31.73
## 50 ARIAS DOURDET         0.72           250         32.03
## 51 ARIAS DOURDET         0.72           300         32.30
## 52 ARIAS DOURDET         0.72           350         32.49
## 53 ARIAS DOURDET         0.72           400         32.63
## 54 ARIAS DOURDET         0.72           450         32.68
## 55 ARIAS DOURDET         0.72           500         33.14
## 56 ARIAS DOURDET         0.72           550         32.59
## 57 ARIAS DOURDET         0.72           600         32.86
## 58 ARIAS DOURDET         0.72           650         33.05
## 59 ARIAS DOURDET         0.72           700         32.99
## 60 ARIAS DOURDET         0.72           750         33.04
prueba1500 <- datos1500Masc %>%
  pivot_wider(names_from = splitdistance,       # Los valores de 'Split' serán los nombres de las columnas
              values_from =splitswimtime)     # Los valores de 'Tiempo' llenarán las celdas

#Eliminamos duplicados y NA de la columna 'lastname'
prueba1500 <- prueba1500[!duplicated(prueba1500$lastname) & !is.na(prueba1500$lastname), ]

prueba1500 <- as.data.frame(prueba1500)

# Asignar los nombres de fila como el apellido del nadador
row.names(prueba1500) <- prueba1500$lastname

#Eliminamos filas con NA restantes
prueba1500 <- na.omit(prueba1500)
head(prueba1500,15)
##                          lastname reactiontime    50   100   150   200   250
## ARIAS DOURDET       ARIAS DOURDET         0.72 29.03 31.41 31.87 31.73 32.03
## NAIDICH                   NAIDICH         0.71 28.27 30.66 30.51 30.70 30.47
## HORTON                     HORTON         0.73 27.26 29.59 29.78 30.00 29.88
## AUBOCK                     AUBOCK         0.75 27.38 29.70 30.17 30.59 30.73
## CEPRKALO                 CEPRKALO         0.73 28.00 30.52 30.78 31.14 31.13
## COCHRANE                 COCHRANE         0.71 27.42 29.33 29.82 29.94 29.90
## BUTLER                     BUTLER         0.73 28.84 30.96 32.12 32.32 32.66
## TAPIA SALINAS       TAPIA SALINAS         0.74 29.38 31.10 31.50 31.58 31.44
## SUN                           SUN         0.75 27.34 29.64 29.75 29.49 29.90
## WANG                         WANG         0.74 28.11 30.16 30.40 30.48 30.43
## SAEMUNDSSON           SAEMUNDSSON         0.67 27.82 30.28 30.88 31.23 30.99
## MICKA                       MICKA         0.70 28.08 30.14 29.49 30.11 29.86
## ENDERICA SALGADO ENDERICA SALGADO         0.68 28.05 30.70 30.46 30.70 30.56
## AHMED                       AHMED         0.71 27.37 29.96 29.84 30.01 29.92
## ACOSTA                     ACOSTA         0.76 27.66 29.90 30.55 30.49 30.47
##                    300   350   400   450   500   550   600   650   700   750
## ARIAS DOURDET    32.30 32.49 32.63 32.68 33.14 32.59 32.86 33.05 32.99 33.04
## NAIDICH          30.63 30.71 30.65 30.17 30.40 30.27 30.33 30.34 30.42 30.59
## HORTON           30.10 30.07 29.96 30.34 30.13 30.13 29.92 30.22 30.11 30.32
## AUBOCK           30.68 31.01 30.80 31.24 31.14 31.58 31.41 31.78 31.62 32.18
## CEPRKALO         31.09 31.26 31.03 31.16 31.11 31.27 30.94 31.06 30.95 30.93
## COCHRANE         29.91 29.90 29.94 30.32 30.14 29.64 29.89 29.90 29.74 29.89
## BUTLER           32.43 32.81 32.81 32.76 32.64 33.12 32.86 32.97 32.71 33.19
## TAPIA SALINAS    31.51 31.55 31.65 31.46 31.41 31.73 31.78 31.93 31.93 32.02
## SUN              29.93 29.64 29.90 29.88 30.02 29.83 30.14 29.60 29.98 29.32
## WANG             30.48 30.39 30.49 30.34 30.64 30.62 30.78 30.43 30.89 30.62
## SAEMUNDSSON      31.59 31.40 31.72 31.95 31.93 31.83 32.12 31.99 32.05 32.05
## MICKA            29.89 30.33 30.04 30.12 30.37 30.48 30.28 30.38 30.59 31.07
## ENDERICA SALGADO 30.60 30.68 30.69 30.85 30.68 30.76 30.54 30.72 30.92 31.03
## AHMED            29.98 29.99 30.06 29.93 29.98 29.96 29.91 29.99 29.87 29.86
## ACOSTA           30.58 30.66 30.78 30.50 30.81 30.48 30.94 31.03 30.54 30.43
##                    800   850   900   950  1000  1050  1100  1150  1200  1250
## ARIAS DOURDET    33.15 33.15 33.43 33.38 33.37 33.42 33.59 33.80 33.77 33.92
## NAIDICH          30.53 30.52 30.41 30.55 30.62 30.75 30.88 31.10 30.96 30.80
## HORTON           29.71 30.29 30.29 30.39 30.16 30.34 30.13 30.44 30.46 30.46
## AUBOCK           31.75 32.40 32.19 32.35 32.30 32.59 32.49 32.49 32.23 32.71
## CEPRKALO         30.89 30.90 30.97 31.00 30.97 31.37 30.99 31.19 31.05 31.22
## COCHRANE         30.11 29.96 30.03 30.19 29.96 30.09 30.42 30.15 30.16 30.13
## BUTLER           33.01 33.14 33.23 32.98 33.19 33.29 33.22 33.30 32.97 33.36
## TAPIA SALINAS    31.80 31.97 31.86 31.72 31.82 32.16 31.88 31.95 31.63 31.83
## SUN              29.97 29.72 29.69 29.65 29.97 29.69 29.90 29.99 30.35 30.27
## WANG             30.91 30.60 30.93 30.49 31.12 30.54 31.11 30.56 30.97 31.02
## SAEMUNDSSON      32.28 32.33 32.13 32.36 32.31 31.82 32.69 32.52 32.49 32.38
## MICKA            30.63 31.21 30.95 31.53 30.79 31.88 31.11 31.96 31.29 32.22
## ENDERICA SALGADO 30.70 30.99 30.78 31.05 30.94 30.99 31.00 31.13 30.81 30.95
## AHMED            29.90 30.04 30.01 29.99 29.91 30.05 29.91 30.10 29.94 30.05
## ACOSTA           30.86 30.78 30.82 30.99 30.93 30.66 31.38 31.71 31.95 32.08
##                   1300  1350  1400  1450  1500
## ARIAS DOURDET    33.44 34.00 33.80 33.58 32.71
## NAIDICH          30.89 31.00 31.06 30.55 28.64
## HORTON           30.29 30.43 30.45 30.33 28.53
## AUBOCK           32.39 32.40 32.27 32.53 30.59
## CEPRKALO         31.01 31.19 30.95 30.87 29.28
## COCHRANE         30.28 30.00 30.07 30.04 28.69
## BUTLER           33.15 33.32 33.16 32.93 31.73
## TAPIA SALINAS    31.97 31.51 31.54 31.05 28.97
## SUN              30.51 30.79 30.90 29.68 29.67
## WANG             30.98 30.82 30.74 30.49 30.15
## SAEMUNDSSON      32.50 32.40 32.54 31.89 30.96
## MICKA            31.28 31.84 31.48 32.22 30.54
## ENDERICA SALGADO 30.73 30.80 30.96 31.02 29.79
## AHMED            30.08 30.24 30.02 29.98 28.57
## ACOSTA           31.55 32.05 32.37 30.84 30.35

Con todo esto, estamos preparados para realizar el PCA:

#Realizamos el PCA
pca_1500masculino <- prcomp(prueba1500[,-1], scale=T)

# Resultados del PCA
summary(pca_1500masculino)
## Importance of components:
##                           PC1     PC2     PC3     PC4     PC5     PC6     PC7
## Standard deviation     5.0272 1.54955 1.03674 0.72833 0.63261 0.55460 0.47030
## Proportion of Variance 0.8152 0.07746 0.03467 0.01711 0.01291 0.00992 0.00713
## Cumulative Proportion  0.8152 0.89269 0.92737 0.94448 0.95739 0.96731 0.97444
##                            PC8     PC9    PC10    PC11    PC12    PC13    PC14
## Standard deviation     0.39148 0.36026 0.28540 0.25473 0.24485 0.22520 0.19551
## Proportion of Variance 0.00494 0.00419 0.00263 0.00209 0.00193 0.00164 0.00123
## Cumulative Proportion  0.97939 0.98357 0.98620 0.98830 0.99023 0.99186 0.99310
##                           PC15   PC16    PC17    PC18    PC19    PC20    PC21
## Standard deviation     0.18981 0.1667 0.15800 0.14214 0.13401 0.13079 0.11684
## Proportion of Variance 0.00116 0.0009 0.00081 0.00065 0.00058 0.00055 0.00044
## Cumulative Proportion  0.99426 0.9952 0.99596 0.99661 0.99719 0.99774 0.99819
##                           PC22    PC23    PC24    PC25    PC26    PC27    PC28
## Standard deviation     0.10610 0.10258 0.08803 0.08170 0.07142 0.06929 0.05867
## Proportion of Variance 0.00036 0.00034 0.00025 0.00022 0.00016 0.00015 0.00011
## Cumulative Proportion  0.99855 0.99889 0.99914 0.99935 0.99952 0.99967 0.99978
##                           PC29    PC30    PC31
## Standard deviation     0.05400 0.04872 0.03778
## Proportion of Variance 0.00009 0.00008 0.00005
## Cumulative Proportion  0.99988 0.99995 1.00000

Por tanto, vemos el Análisis de Componentes Principales (PCA) en los datos de nadadores masculinos en la carrera de 1500 metros, excluyendo la primera variable, que es el nombre.

Observamos que el primer componente principal (PC1) tiene una desviación estándar de 5.0272 y explica el 81.52% de la varianza total. Este componente captura la mayor parte de la variabilidad en los datos, lo que sugiere que una sola dirección en el espacio de los datos contiene gran parte de la información relevante. Los siguientes componentes, como PC2 y PC3, explican 7.75% y 3.47% de la varianza respectivamente. Estos valores disminuyen progresivamente, lo que indica que los componentes adicionales explican cada vez menos de la variabilidad total. Así pues, los primeros dos componentes principales explican el 89,27% de la varianza. Si añadimos el tercer componente, logran explicar el 92.73% de la varianza, lo que puede ser suficiente para una interpretación efectiva de los datos.

Visualizamos ahora cómo se distribuyen los datos en las dos primeras componentes principales y observamos la influencia de las variables en estas componentes.

fviz_pca_biplot(pca_1500masculino, repel = TRUE)

Viendo el gráfico, podemos interpretar la primera componente como la rapidez en cada split de los participantes. Cuantos mayores tiempos tienen en cada split, mas desplazados estarán hacia la izquierda. Por tanto, los nadadores mas a la derecha serán aquellos con mejores resultados. Vemos como el 81,5% de la varianza de los resultados está explicado por estos tiempos, como podría imaginarse en un principio. Si nos enfocamos en lo que explica la componente 2, vemos que mayores tiempos de los primeros splits condicionan su desplazamiento hacia abajo, y los tiempos mayores en los ultimos splits desplazan los puntos hacia arriba. Esto parece indicar que la componente 2 captura las diferencias entre el rendimiento en las etapas iniciales y finales de la prueba, posiblemente destacando la resistencia o la fatiga en los nadadores. Además, es claramente visible como el tiempo del último split (cuando se completan los 1500m) es muy influyente en la posición de estos nadadores. Es decir, los tiempos en esta última parte parecen ser muy decisivos en cuanto a su resultado final.

Si observamos la influencia del tiempo de reacción, los tiempos de reacción altos ejercen influencia a favor del eje x e y, en sus sentidos positivos. Con lo cual, el tiempo de reacción alto parece estar asociado con un rendimiento positivo en los splits y posiblemente en la resistencia hacia el final de la prueba.

Para ver si estas cuestiones se cumplen, vamos a observar si los primeros puestos del ranking de puntos de esta categoría coincide con lo visto en el gráfico.

# Filtro de pruebas de 1500m masculino
resumen1500 <- datos2015[datos2015$distance==1500 & datos2015$gender=="M" & datos2015$round =="PRE",]

# Selección de columnas relevantes
resumen1500 <- resumen1500 %>% dplyr::select(lastname,points) %>%
    distinct() %>%         
    arrange(desc(points))


resumen1500
##            lastname points
## 1       PALTRINIERI    934
## 2            JAEGER    926
## 3               SUN    921
## 4             MILNE    921
## 5             AHMED    920
## 6          COCHRANE    918
## 7           MCBROOM    915
## 8         ROMANCHUK    913
## 9           JOENSEN    910
## 10             JOLY    910
## 11           HORTON    904
## 12     CHRISTIANSEN    899
## 13             NAGY    894
## 14           STRAUB    892
## 15      BRZOSKOWSKI    874
## 16          SANCHEZ    868
## 17          NAIDICH    864
## 18           WOJDAK    864
## 19             WANG    857
## 20           GYURTA    857
## 21             CAPP    854
## 22 ENDERICA SALGADO    847
## 23            MICKA    842
## 24              BAU    840
## 25           ACOSTA    834
## 26         CEPRKALO    831
## 27         MAKSUMOV    830
## 28           FROLOV    822
## 29         MEISSNER    821
## 30         WEERTMAN    816
## 31            KARAP    814
## 32            GOMEZ    814
## 33            CELIC    811
## 34              CHO    802
## 35          PRAKASH    782
## 36           AUBOCK    781
## 37    TAPIA SALINAS    781
## 38      BAYO PUNTER    780
## 39      SAEMUNDSSON    762
## 40           SANCOV    761
## 41              LAM    759
## 42          VENTURA    756
## 43    SIM WEE SHENG    724
## 44           BUTLER    699
## 45    ARIAS DOURDET    688

Como podemos comprobar, Paltrinieri, Jaeger, Sun y Milne aparecen en los puntos más extremos del eje x. Además, se localizan en la posición central, lo que parece indicar que sus tiempos son bastante estables durante todo el recorrido. Si visualizamos los últimos nadadores, que son Arias Dourdet, Butler y Sim Wee Sheng, observamos que efectivamente están en los extremos izquierdos del eje x. Además, Arias Dourdet y Butler están desplazados hacia el eje y, lo que parece indicar que obtuvieron tiempos más largos en sus splits finales, posiblemente debido a una falta de resistencia y mayor fatiga en estos tiempos, que es un factor crucial para el desarrollo de este tipo de pruebas.

Clusters

Cluster sobre el 800m libres femenino. Análisis de estrategias de las nadadoras.

Voy a crear a continuación un dataframe en el cual, contenga el nombre de las nadadoras del 800 libres femenino. Además, quiero los parciales al paso por cada 50 y el tiempo final.

Vamos a intentar, normalizar de cierta manera los parciales respecto del tiempo final, para intentar ver estrategias de carrera en las nadadoras. Obsérvese que, normalizamos los datos porque pueden existir dos nadadoras cuya estrategia de carrera sea la misma, pero que se encuentren muy alejadas en el cluster debido a que sus tiempos son lo suficientemente distintos. Es por ello que normalizaremos los datos.

Empecemos creando los dataframes de manera análoga a como lo hicimos en el PCA:

prueba800libresPreliminar<- datos2015[datos2015$distance==800 & datos2015$gender=="F" & datos2015$stroke=="FREE" & datos2015$round=="PRE", ]

prueba800libresPreliminar <- prueba800libresPreliminar %>%
    dplyr::select(lastname, splitdistance, splitswimtime,swimtime)

free800WomensPre <- prueba800libresPreliminar %>%
  pivot_wider(names_from = splitdistance,       # Los valores de 'Split' serán los nombres de las columnas
              values_from =splitswimtime)     # Los valores de 'Tiempo' llenarán las celdas
#omito los valores nulos: 
free800WomensPre<- na.omit(free800WomensPre)

free800WomensPre <- as.data.frame(free800WomensPre)

rownames(free800WomensPre) <- free800WomensPre$lastname

A continuación, vamos a echar un vistazo a lo creado:

head(free800WomensPre, 10)
##                  lastname swimtime    50   100   150   200   250   300   350
## HOLOWCHAK       HOLOWCHAK   577.68 32.43 35.90 35.04 36.39 35.92 36.23 36.67
## VAN DEN BERG VAN DEN BERG   543.71 31.59 33.90 34.14 34.22 33.67 33.88 34.15
## ASHWOOD           ASHWOOD   502.17 29.25 31.42 31.80 31.91 31.95 32.04 31.95
## NEALE               NEALE   524.38 29.50 32.48 33.16 32.90 32.68 32.84 33.55
## EVANS               EVANS   529.96 30.00 32.32 32.97 32.83 32.99 32.94 33.19
## GILL                 GILL   556.23 31.15 34.54 34.60 34.57 34.62 34.96 35.10
## KOBRICH           KOBRICH   513.12 30.33 31.92 32.18 32.17 32.15 32.16 32.31
## ZHANG               ZHANG   515.17 29.63 31.83 32.40 32.14 32.46 32.43 32.58
## CAO                   CAO   523.24 29.61 32.63 32.67 32.54 32.48 32.42 32.55
## TE FLAN           TE FLAN   556.89 30.41 34.33 33.76 34.95 34.76 35.45 34.99
##                400   450   500   550   600   650   700   750   800
## HOLOWCHAK    36.76 36.48 36.85 36.92 36.68 36.97 36.98 36.17 35.29
## VAN DEN BERG 33.91 34.41 33.92 34.36 34.38 34.60 34.45 34.72 33.41
## ASHWOOD      31.65 31.57 31.39 31.61 31.43 31.46 31.47 31.34 29.93
## NEALE        33.74 33.71 33.60 33.71 33.12 33.14 32.79 32.73 30.73
## EVANS        33.60 33.72 33.74 33.82 33.67 33.86 33.59 34.24 32.48
## GILL         35.22 35.63 35.56 35.43 35.67 35.26 35.42 35.03 33.47
## KOBRICH      32.27 32.32 32.23 32.42 32.34 32.32 32.27 32.23 31.50
## ZHANG        32.46 32.60 32.42 32.79 32.33 32.47 32.63 32.47 31.53
## CAO          32.45 32.94 33.03 33.12 33.47 33.42 33.48 34.07 32.36
## TE FLAN      36.11 35.27 35.82 35.48 36.12 35.20 36.07 34.56 33.61

Ahora, voy a normalizar los datos dividiendo cada pacial por el tiempo total, que dará una especie de “porcentaje” de cuánto tardan en cada parcial:

free800WomensNormalizado <- free800WomensPre %>%
  mutate(across(c(`50`, `100`, `150`, `200`, `250`, `300`, `350`, `400`, `450`, 
                  `500`, `550`, `600`, `650`, `700`, `750`, `800`), 
                ~ . / swimtime))

#free800WomensNormalizado$swimtime=NULL
free800WomensNormalizado <- as.data.frame(free800WomensNormalizado)
rownames(free800WomensNormalizado) <- free800WomensNormalizado$lastname

Bien, ahora, voy a tratar de hacer un cluster:

En primer lugar vamos a calcular la distancia Euclídea entre las observaciones de la base de datos.

distance <- get_dist(free800WomensNormalizado[,-c(1,2)])

fviz_dist(distance, gradient = list(low = "#00AFBB", mid = "white", high = "#FC4E07"))

Esto empieza a ilustrar qué estados tienen grandes disimilitudes (rojo) frente a los que parecen ser bastante similares (verde azulado).

Veamos ahora, mediante el método de las siluetas, el número óptimo de clusters:

fviz_nbclust(free800WomensNormalizado[,-c(1,2)], kmeans, method = "silhouette")

A continuación, hacemos el cluster:

cluster800libres <- kmeans(free800WomensNormalizado[,-c(1,2)], centers = 3, nstart = 25)
cluster800libres
## K-means clustering with 3 clusters of sizes 12, 11, 20
## 
## Cluster means:
##           50        100        150        200        250        300        350
## 1 0.05675192 0.06133136 0.06150428 0.06214287 0.06190645 0.06241202 0.06255743
## 2 0.05629518 0.06163265 0.06200126 0.06269284 0.06254765 0.06309000 0.06335734
## 3 0.05837125 0.06233652 0.06282316 0.06277587 0.06267238 0.06278625 0.06299031
##          400        450        500        550        600        650        700
## 1 0.06308937 0.06303808 0.06354905 0.06351018 0.06403791 0.06392371 0.06411626
## 2 0.06379898 0.06347348 0.06386264 0.06364552 0.06390003 0.06354458 0.06353350
## 3 0.06284816 0.06295116 0.06283826 0.06316556 0.06308548 0.06331123 0.06317887
##          750        800
## 1 0.06399115 0.06213795
## 2 0.06266284 0.05996151
## 3 0.06306010 0.06080544
## 
## Clustering vector:
##        HOLOWCHAK     VAN DEN BERG          ASHWOOD            NEALE 
##                2                3                3                2 
##            EVANS             GILL          KOBRICH            ZHANG 
##                1                2                3                3 
##              CAO          TE FLAN ALVAREZ PUGLIESE           MORENO 
##                1                2                3                3 
##        ELHENICKA            FRIIS          AREVALO            COSTA 
##                1                1                3                1 
##            GOMEZ   RANNVAARDOTTIR           CARLIN        THIELMANN 
##                1                2                3                1 
##             BECK           KOHLER           GRUEST            KAPAS 
##                3                3                3                3 
##      CARAMIGNOLI            MUSSO               JO          DOUEIHY 
##                2                2                1                2 
##          HASSLER          OLIVIER             KHOO           ORTUNO 
##                3                2                3                1 
##   VAN ROUWENDAAL        CHENTSOVA         ROBINSON            BOYLE 
##                3                3                3                1 
##  MIYAHARA COELLO       SALAMATINA            TSENG             ODER 
##                2                1                2                3 
##          LEDECKY             MANN            PINTO 
##                1                3                3 
## 
## Within cluster sum of squares by cluster:
## [1] 8.126255e-05 5.106211e-05 6.589758e-05
##  (between_SS / total_SS =  43.1 %)
## 
## Available components:
## 
## [1] "cluster"      "centers"      "totss"        "withinss"     "tot.withinss"
## [6] "betweenss"    "size"         "iter"         "ifault"
fviz_cluster(cluster800libres, data = free800WomensNormalizado[,-c(1,2)])

Bien, ahora para poder sacar las conclusiones debidas, voy a querer graficar el dataframe, donde cada nadadora (fila), va a tener asociado un cluster.

free800WomensNormalizado$cluster<-cluster800libres$cluster

A continuación, vuelvo al formato long, para ello:

prueba800long <- free800WomensNormalizado %>%
  pivot_longer(cols = c("50", "100", "150", "200", "250", "300", "350", 
                         "400", "450", "500", "550", "600", "650", 
                         "700", "750", "800"), 
               names_to = "splitdistance", 
               values_to = "splitswimtime")

Gráfica:

ggplot(prueba800long, aes(x = as.numeric(splitdistance), 
                          y = splitswimtime, 
                          group = lastname, 
                          color = factor(cluster))) +
  geom_line(alpha = 0.6) +  # Agrega líneas para cada nadadora
  geom_point() +             # Agrega puntos en cada parcial
  labs(x = "Parcial (m)", 
       y = "Tiempo de Nado (segundos)", 
       color = "Cluster") +
  theme_minimal() +
  ggtitle("Tiempos de Nado por Parciales Agrupados por Cluster")

Parece que este gráfico no es lo suficientemente claro, voy a evaluar nadadoras por cluster de manera separada:

# Filtrar datos por cluster y graficar
for (i in unique(prueba800long$cluster)) {
  p <- ggplot(prueba800long[prueba800long$cluster == i, ], 
               aes(x = as.numeric(splitdistance), 
                   y = splitswimtime, 
                   group = lastname, 
                   color = factor(cluster))) +
    geom_line(alpha = 0.6) + 
    geom_point() +
    labs(x = "Parcial (m)", 
         y = "Tiempo de Nado (segundos)", 
         color = "Cluster") +
    theme_minimal() +
    ggtitle(paste("Tiempos de Nado del Cluster", i))

  print(p)  # Imprime la gráfica
}

Para analizar mejor las estrategias, intentamos no fijarnos en el primer y último largo, ya que corresponden para todas las nadadoras, a largos en los que van más rápido. Tras ver las tres gráficas, se ve que, las nadadoras pertenecientes al cluster 1, son nadadoras que empiezan relativamente rápido pero que con el paso de los metros, empiezan a subir de tiempos cada parcial.

Las nadadoras del cluster 2, se aprecia que sus parciales tienen una forma de U invertida, empiezan rápido, sobre la mitad de la prueba, es donde más lento van, y luego vuelven a acelerar.

Las nadadoras del último cluster, observamos que son nadadoras muy constantes en cuanto a los parciales.

Vamos a evaluar estas 3 últimas gráficas graficando los centroides de cada cluster:

centroides <- as.data.frame(cluster800libres$centers)
centroides$cluster<- factor(rownames(centroides)) 
#Los vuelvo long: 
centroideslong <- centroides %>%
  pivot_longer(cols = c("50", "100", "150", "200", "250", "300", "350", 
                         "400", "450", "500", "550", "600", "650", 
                         "700", "750", "800"), 
               names_to = "splitdistance", 
               values_to = "splitswimtime")


# Gráfico
ggplot(centroideslong, aes(x = as.numeric(splitdistance), y = splitswimtime, color = cluster, group = cluster)) +
  geom_line(size = 1) +
  geom_point(size = 2) +
  scale_color_viridis_d() +  # Colores amigables para daltónicos
  labs(x = "Split Distance (m)", y = "Split Swim Time (s)", color = "Centroide") +
  theme_minimal()

Mejor cluster.

A continuación, vamos a evaluar cuál cluster tiene las mejores nadadoras, es decir, las nadadoras que pasaron a la final:

Vamos a ordenar el data frame free800WomensNormalizado:

free800WomensNormalizado <- free800WomensNormalizado[order(free800WomensNormalizado$swimtime), ]

finalistas<-head(free800WomensNormalizado, 8)

conteo <- table(finalistas$cluster)
conteo
## 
## 1 3 
## 3 5

Observamos que, hay nadadoras tanto del 3er cluster como del 1ro (5 y 3). Ahora, vamos a calcular la media de tiempos de cada cluster para ver “cuál” es el más rapido en media.

media_swimtime_por_cluster <- aggregate(free800WomensNormalizado$swimtime ~ free800WomensNormalizado$cluster, data = free800WomensNormalizado, FUN = mean, na.rm = TRUE)

media_swimtime_por_cluster
##   free800WomensNormalizado$cluster free800WomensNormalizado$swimtime
## 1                                1                          521.5200
## 2                                2                          544.9073
## 3                                3                          521.2725

Cluster para la prueba de 1500 masculina

# escalado de todas las variables
clusterprueba1500 <- scale(prueba1500[,-1])

summary(clusterprueba1500)
##   reactiontime           50                100               150         
##  Min.   :-2.1160   Min.   :-1.41177   Min.   :-1.5004   Min.   :-1.3454  
##  1st Qu.:-0.7053   1st Qu.:-0.81993   1st Qu.:-0.8255   1st Qu.:-0.9183  
##  Median : 0.0000   Median :-0.04315   Median :-0.1946   Median :-0.1677  
##  Mean   : 0.0000   Mean   : 0.00000   Mean   : 0.0000   Mean   : 0.0000  
##  3rd Qu.: 0.7053   3rd Qu.: 0.62266   3rd Qu.: 0.6416   3rd Qu.: 0.8548  
##  Max.   : 2.1160   Max.   : 2.50912   Max.   : 1.9914   Max.   : 2.0584  
##       200               250               300               350         
##  Min.   :-1.6590   Min.   :-1.2849   Min.   :-1.2325   Min.   :-1.2959  
##  1st Qu.:-0.8202   1st Qu.:-0.9045   1st Qu.:-0.8485   1st Qu.:-0.7896  
##  Median :-0.2610   Median :-0.2298   Median :-0.1767   Median :-0.1474  
##  Mean   : 0.0000   Mean   : 0.0000   Mean   : 0.0000   Mean   : 0.0000  
##  3rd Qu.: 0.7736   3rd Qu.: 0.5799   3rd Qu.: 0.7693   3rd Qu.: 0.5566  
##  Max.   : 2.2975   Max.   : 2.4568   Max.   : 2.3735   Max.   : 2.6190  
##       400               450               500               550         
##  Min.   :-1.0932   Min.   :-1.2756   Min.   :-1.1910   Min.   :-1.3026  
##  1st Qu.:-0.8194   1st Qu.:-0.7749   1st Qu.:-0.7721   1st Qu.:-0.7589  
##  Median :-0.2221   Median :-0.3338   Median :-0.2814   Median :-0.2374  
##  Mean   : 0.0000   Mean   : 0.0000   Mean   : 0.0000   Mean   : 0.0000  
##  3rd Qu.: 0.3380   3rd Qu.: 0.5484   3rd Qu.: 0.3170   3rd Qu.: 0.7944  
##  Max.   : 2.5532   Max.   : 2.3605   Max.   : 2.7107   Max.   : 2.5585  
##       600               650               700               750          
##  Min.   :-1.2170   Min.   :-1.3900   Min.   :-1.3771   Min.   :-1.70043  
##  1st Qu.:-0.7704   1st Qu.:-0.8979   1st Qu.:-0.7839   1st Qu.:-0.87398  
##  Median :-0.1711   Median :-0.1652   Median :-0.2363   Median :-0.03719  
##  Mean   : 0.0000   Mean   : 0.0000   Mean   : 0.0000   Mean   : 0.00000  
##  3rd Qu.: 0.6046   3rd Qu.: 0.7971   3rd Qu.: 0.6422   3rd Qu.: 0.66530  
##  Max.   : 2.3087   Max.   : 2.3827   Max.   : 2.3306   Max.   : 2.29755  
##       800               850               900               950          
##  Min.   :-1.4187   Min.   :-1.5920   Min.   :-1.5837   Min.   :-1.53090  
##  1st Qu.:-0.8188   1st Qu.:-0.8359   1st Qu.:-0.7427   1st Qu.:-0.84231  
##  Median :-0.2075   Median :-0.2373   Median :-0.1748   Median :-0.05982  
##  Mean   : 0.0000   Mean   : 0.0000   Mean   : 0.0000   Mean   : 0.00000  
##  3rd Qu.: 0.7320   3rd Qu.: 0.5713   3rd Qu.: 0.5898   3rd Qu.: 0.58704  
##  Max.   : 2.4751   Max.   : 2.2515   Max.   : 2.5558   Max.   : 2.43371  
##       1000              1050              1100               1150         
##  Min.   :-1.5166   Min.   :-1.4789   Min.   :-1.49527   Min.   :-1.84791  
##  1st Qu.:-0.8963   1st Qu.:-0.8732   1st Qu.:-0.78121   1st Qu.:-0.90869  
##  Median :-0.1889   Median :-0.1968   Median :-0.06715   Median :-0.02878  
##  Mean   : 0.0000   Mean   : 0.0000   Mean   : 0.00000   Mean   : 0.00000  
##  3rd Qu.: 0.8015   3rd Qu.: 0.7724   3rd Qu.: 0.57447   3rd Qu.: 0.73249  
##  Max.   : 2.4665   Max.   : 2.3877   Max.   : 2.49933   Max.   : 2.55162  
##       1200              1250              1300              1350         
##  Min.   :-1.5528   Min.   :-1.5302   Min.   :-1.5797   Min.   :-1.54941  
##  1st Qu.:-0.8311   1st Qu.:-0.8894   1st Qu.:-0.8333   1st Qu.:-0.87610  
##  Median :-0.1859   Median :-0.0712   Median :-0.1411   Median :-0.08885  
##  Mean   : 0.0000   Mean   : 0.0000   Mean   : 0.0000   Mean   : 0.00000  
##  3rd Qu.: 0.6780   3rd Qu.: 0.5499   3rd Qu.: 0.7026   3rd Qu.: 0.79162  
##  Max.   : 2.7885   Max.   : 2.5905   Max.   : 2.3250   Max.   : 2.82190  
##       1400              1450              1500         
##  Min.   :-1.4540   Min.   :-2.0624   Min.   :-1.69280  
##  1st Qu.:-0.7646   1st Qu.:-0.6521   1st Qu.:-0.80255  
##  Median :-0.1290   Median :-0.1245   Median : 0.01065  
##  Mean   : 0.0000   Mean   : 0.0000   Mean   : 0.00000  
##  3rd Qu.: 0.6035   3rd Qu.: 0.5046   3rd Qu.: 0.66122  
##  Max.   : 2.7365   Max.   : 2.6556   Max.   : 2.68139
distance <- get_dist(clusterprueba1500)
fviz_dist(distance, gradient = list(low = "#00AFBB", mid = "white", high = "#FC4E07"))

k2 <- kmeans(clusterprueba1500, centers = 2, nstart = 25)
str(k2)
## List of 9
##  $ cluster     : Named int [1:45] 2 1 1 2 1 1 2 2 1 1 ...
##   ..- attr(*, "names")= chr [1:45] "ARIAS DOURDET" "NAIDICH" "HORTON" "AUBOCK" ...
##  $ centers     : num [1:2, 1:31] 0.0926 -0.2547 -0.3452 0.9494 -0.3943 ...
##   ..- attr(*, "dimnames")=List of 2
##   .. ..$ : chr [1:2] "1" "2"
##   .. ..$ : chr [1:31] "reactiontime" "50" "100" "150" ...
##  $ totss       : num 1364
##  $ withinss    : num [1:2] 424 185
##  $ tot.withinss: num 608
##  $ betweenss   : num 756
##  $ size        : int [1:2] 33 12
##  $ iter        : int 1
##  $ ifault      : int 0
##  - attr(*, "class")= chr "kmeans"
fviz_cluster(k2, data = clusterprueba1500)

Como vemos, con 2 clusters nos divide a los participantes según la velocidad. Es decir, los que pertenecen al cluster rojo serían los de tiempos más altos, y los azules los que están en mejores posiciones de resultados.

Nos preguntamos, si el número óptimo de clústeres para dividir a nuestro grupo total es realmente 2, o podemos dividirlos en más grupos. Para ello, utilizamos el método del codo.

# Reproducible
set.seed(123)

fviz_nbclust(clusterprueba1500, kmeans, method = "wss")

Parece que sí que tenemos una mejoría si continuamos diviendo nuestro grupo en 3 o incluso 4. Por encima de estos números, no obtenemos grandes mejoras en nuestro análisis.

Por tanto, probamos con k=3 y k=4 y observamos los resultados

k3 <- kmeans(clusterprueba1500, centers = 3, nstart = 25)

fviz_cluster(k3, data = clusterprueba1500)

k4 <- kmeans(clusterprueba1500, centers = 4, nstart = 25)

fviz_cluster(k4, data = clusterprueba1500)

Como podemos observar en ambos gráficos, la segregación de nadadores sigue estando bastante influida por su posición relativa al eje x. Es decir, nos clasifica los grupos según sus velocidades. Con 3 clústeres, tendríamos los nadadores lentos, los intermedios, y los muy rápidos. En el segundo gráfico con 4 clusteres, podemos observar los grupos muy lentos (prácticamente valores outiers), los centrales divididos en mas y menos lentos y un último grupo, de competidores de alta calificación. Observando ambos, los dos grupos de la derecha contienen prácticamente los mismos puntos. Sin embargo,si que existe una división entre los puntos de la izquierda. La elección de k=3 o k=4 vendrá por el interés del estudio que queramos realizar. Si no nos interesan los nadadores de peor cualificación, no será necesario segregar a los nadadores en 4 grupos. Sin embargo, si queremos analizar estos nadadores con peores marcas parece interesante ajustarnos a un nivel de k=4.

Utilizamos otros métodos para decidir si nuestro razonamiento es correcto. Para ello, utilizamos el método de “silueta” y el método “GAP”.

fviz_nbclust(clusterprueba1500, kmeans, method = "silhouette")

set.seed(123)
gap_stat <- clusGap(clusterprueba1500, FUN = kmeans, nstart = 25,
                    K.max = 10, B = 50)

print(gap_stat, method = "firstmax")
## Clustering Gap statistic ["clusGap"] from call:
## clusGap(x = clusterprueba1500, FUNcluster = kmeans, K.max = 10, B = 50, nstart = 25)
## B=50 simulated reference sets, k = 1..10; spaceH0="scaledPCA"
##  --> Number of clusters (method 'firstmax'): 1
##           logW   E.logW       gap     SE.sim
##  [1,] 4.336245 4.493474 0.1572291 0.04288661
##  [2,] 3.976479 4.098426 0.1219465 0.03239119
##  [3,] 3.728591 3.937819 0.2092281 0.02861930
##  [4,] 3.609006 3.845124 0.2361181 0.02697608
##  [5,] 3.495268 3.772875 0.2776070 0.02590680
##  [6,] 3.420334 3.705475 0.2851412 0.02633543
##  [7,] 3.354206 3.644346 0.2901399 0.02668787
##  [8,] 3.288867 3.589211 0.3003447 0.02683241
##  [9,] 3.234254 3.535993 0.3017387 0.02717407
## [10,] 3.179885 3.484878 0.3049935 0.02740995
fviz_gap_stat(gap_stat)

Utilizando estos dos últimos métodos, nos dan el resultado de que el número óptimo de clústers son dos en “silueta” y uno en “Gap”. Puesto que cada método nos determina un número distinto de k, utilizaremos la división en grupos según el objetivo a tratar, como hemos comentado recientemente.

##Cluster jerarquico prueba de 1500 metros masculina

Cluster aglomerativo. AGNES.

Queremos hacer un cluster jerárquico de nuestra prueba. Para ello, calculamos el valor del coeficiente aglomerativo

# Clustering jerárquico usando enlace completo
hc2 <- agnes(clusterprueba1500, method = "complete" )

hc2$ac
## [1] 0.877307

El coeficiente aglomerativo tiene un valor cercano al 1, con lo que sugiere una fuerte estructura de agrupamiento. Vamos ahora a evaluar qué metodo nos da un coeficiente mayor y emplearemos esa estructura de agrupacion con el objetivo de conseguir una estructura de agrupación más fuerte.

# Métodos evaluados
m <- c( "average", "single", "complete", "ward")
names(m) <- c( "average", "single", "complete", "ward")

# Función para calcular el coeficiente de agrupamiento
ac <- function(x) {
  agnes(clusterprueba1500, method = x)$ac
}

map_dbl(m, ac)
##   average    single  complete      ward 
## 0.7624746 0.4121959 0.8773070 0.9353093

Como vemos, lo conseguimos con el método ward. Por tanto, utilizamos ese método para realizar el dendrograma

# Matriz de disimilaridades
d <- dist(clusterprueba1500, method = "euclidean")

# Clustering jerárquico usando enlace completo
hc1 <- hclust(d, method = "ward" )
## The "ward" method has been renamed to "ward.D"; note new "ward.D2"
# Dendrograma
plot(hc1, cex = 0.6, hang = -1)

Interpretando el dendrograma, vemos como los primeros pasos de agrupamiento son entre distintas muy pequeñas. Por tanto, no tiene sentido cortar en esas etapas iniciales. El gráfico parece sugerir la aglomeración en 3 grupos.

Cluster divisivo. DIANA.

Calculamos ahora el coeficiente de división.

# Clustering jerárquico divisivo
hc4 <- diana(clusterprueba1500)

# Coeficiente de división; cantidad de estructura de agrupación encontrada
hc4$dc
## [1] 0.8745697

Como podemos ver, tenemos un coeficiente de división cercano al 1. Con lo cual, podemos proceder a realizar el dendograma.

# Drendrograma
pltree(hc4, cex = 0.6, hang = -1, main = "Dendrogram de DIANA")

Utilizamos ahora la función “cutree” para dividir nuestro dendrograma en los clústers que consideremos. En este caso, utilizamos k=4

# Método de Ward
hc5 <- hclust(d, method = "ward.D2" )

# Cortamos en 4 clusters
sub_grp <- cutree(hc5, k = 4)

# Visualizamos el corte en el dendrograma
plot(hc5, cex = 0.6)
rect.hclust(hc5, k = 4, border = 2:5)

Veamos si coincide con los clusters que hemos considerado en el apartado previo

# Visualización
#Cluster realizado con el método de división
fviz_cluster(list(data=clusterprueba1500,cluster=sub_grp))

#Cluster realizado con kmeans
fviz_cluster(k4, data = clusterprueba1500)

Como vemos, las divisiones son similares, pero no son iguales. Esto se debe al método de agregación que difiere en ambos casos.

A su vez, comparamos si los dendrogramas utilizados para agregar o dividir son isomorfos.

# Matriz de distancias
res.dist <- dist(clusterprueba1500, method = "euclidean")

# Calcuamos los dos clustering jerárquicos
hc1 <- hclust(res.dist, method = "ward")
## The "ward" method has been renamed to "ward.D"; note new "ward.D2"
hc2 <- hclust(res.dist, method = "ward.D2")

# Dendrogramas
dend1 <- as.dendrogram (hc1)
dend2 <- as.dendrogram (hc2)

# los enfrentamos
tanglegram(dend1, dend2)

Como podemos observar, no nos dan dendrogramas isomorfos puesto que los dos métodos manejan de manera diferente las distancias entre grupos durante el proceso de fusión.

rm(clusterprueba1500, clusterprueba200, datos1500Masc, dend1, dend2, hc1, hc2, hc200, hc4, hc5, hc5_200, k2, k200, k3, k4, k5_200, pca_1500masculino, prueba1500, prueba200MariposaMasc, pruebita, d, d200, distance, distancias, ac, sub_grp, res.dist, m)
rm(centroides, centroideslong, cluster800libres, componentess, finalistas, free800WomensNormalizado, free800WomensPre, gap_stat, media_swimtime_por_cluster, auto, conteo, p, prueba200MariposaMasc2, prueba800libresPreliminar, prueba800long, R, i, Cor_CompVar, Cor_CompVar_retenidos)

Objetivo del análisis y partición de los datos.

Nuestro objetivo en esta sección es predecir si los nadadores que llegan a la final, van a disminuir su tiempo en esa prueba (tomarán el valor 1), o si en cambio, no lo harán (tomarán el valor 0). Para ello, vamos a crear la tabla datos2015Target.

A partir de este momento, vamos a estudiar acerca de un target. En este caso, nuestro target es ver si los finalistas van a mejorar su tiempo respecto a la ronda anteriormente nadada. Por lo que, vamos a quedarnos con el conjunto de nadadores que están clasificados a la final de cada prueba, y su tiempo en la ronda anterior. Para ello, voy a ir dividiendo los datos por cada distancia. Elegiré los nadadores que nadaron la final y la semifinal. Pero filtrando los semifinalistas

#Me quedo con los finalistas de las pruebas de 50, 100 y 200:
finalistas1<-datos2015[datos2015$round=="FIN" & datos2015$distance %in% c(50,100,200),]

condicionFiltro<-unique(finalistas1[,c("athleteid", "distance", "stroke")])

#Me quedo con los semifinalistas de las pruebas de 50, 100 y 200: 
semifinalistas1<-datos2015[datos2015$round=="SEM" & datos2015$distance %in% c(50,100,200),]

#Ahora, los filtro para que cumplan esa condición de Filtro.
semifinalistasFiltrados <- merge(semifinalistas1, condicionFiltro, by = c("athleteid", "distance", "stroke"))

#Ahora, hago la unión.

dataframe1 <- rbind(finalistas1, semifinalistasFiltrados)

#Ahora, hago el mismo proceso para las pruebas de 400, 800 y 1500 pero con las finales y preliminares: 

finalistas2<-datos2015[datos2015$round=="FIN" & datos2015$distance %in% c(400,800,1500),]
condicionFiltro<-unique(finalistas2[,c("athleteid", "distance", "stroke")])

semifinalistas2<-datos2015[datos2015$round=="PRE" & datos2015$distance %in% c(400,800,1500),]

#Ahora, los filtro para que cumplan esa condición de Filtro.
semifinalistasFiltrados2 <- merge(semifinalistas2, condicionFiltro, by = c("athleteid", "distance", "stroke"))

#Ahora, hago la unión.

dataframe2 <- rbind(finalistas2, semifinalistasFiltrados2)


#Ahora, hago la unión de mis datos: 

datos2015Target<-rbind(dataframe1, dataframe2)

#Los voy a ordenar por prueba y nombre. 

datos2015Target<-datos2015Target[order(datos2015Target$stroke, datos2015Target$athleteid, datos2015Target$distance), ]

rownames(datos2015Target)<-NULL

Borramos todos los objetos auxiliares usados para obtener la tabla datos2015Target

rm(condicionFiltro, dataframe1, dataframe2, finalistas1, finalistas2, semifinalistas1, semifinalistas2, semifinalistasFiltrados, semifinalistasFiltrados2)

Vamos a calcular la media, desviación típica, mínimo y máximo de cada parcial:

#Hacemos un long to wide.

datos2015Target$split<-NULL
datos2015Target$cumswimtime<-NULL

datos2015TargetLong <- datos2015Target %>%
  pivot_wider(names_from = splitdistance,       # Los valores de 'Split' serán los nombres de las columnas
              values_from =splitswimtime)     # Los valores de 'Tiempo' llenarán las celdas

#Una vez hecho, vamos a calcular la media, desviación típica, mínimo y máximo de cada parcial.

datos2015TargetLong$mediaParciales <- rowMeans(datos2015TargetLong[, c("50", "100", "150", "200", "250", "300", "350", "400", "450", "500", "550", "600", "650", "700", "750", "800", "850", "900", "950", "1000", "1050", "1100", "1150", "1200", "1250", "1300", "1350", "1400", "1450", "1500")], na.rm=TRUE)

datos2015TargetLong$minimoParciales <- apply(datos2015TargetLong[, c("50", "100", "150", "200", "250", "300", "350", "400", "450", "500", "550", "600", "650", "700", "750", "800", "850", "900", "950", "1000", "1050", "1100", "1150", "1200", "1250", "1300", "1350", "1400", "1450", "1500")], 1, min, na.rm=TRUE)

datos2015TargetLong$maximoParciales <- apply(datos2015TargetLong[, c("50", "100", "150", "200", "250", "300", "350", "400", "450", "500", "550", "600", "650", "700", "750", "800", "850", "900", "950", "1000", "1050", "1100", "1150", "1200", "1250", "1300", "1350", "1400", "1450", "1500")], 1, max, na.rm=TRUE)

datos2015TargetLong$sdParcial<- apply(datos2015TargetLong[, c("50", "100", "150", "200", "250", "300", "350", "400", "450", "500", "550", "600", "650", "700", "750", "800", "850", "900", "950", "1000", "1050", "1100", "1150", "1200", "1250", "1300", "1350", "1400", "1450", "1500")], 1, sd, na.rm=TRUE)

datos2015TargetLong$medianaParciales<- apply(datos2015TargetLong[, c("50", "100", "150", "200", "250", "300", "350", "400", "450", "500", "550", "600", "650", "700", "750", "800", "850", "900", "950", "1000", "1050", "1100", "1150", "1200", "1250", "1300", "1350", "1400", "1450", "1500")], 1, median, na.rm=TRUE)

datos2015TargetLong[, c("50", "100", "150", "200", "250", "300", "350", "400", "450", "500", "550", "600", "650", "700", "750", "800", "850", "900", "950", "1000", "1050", "1100", "1150", "1200", "1250", "1300", "1350", "1400", "1450", "1500")]<-NULL

rm(datos2015Target)

Ahora, busco que, para cada nadador que nada la final en una prueba de una distancia determinada, en sus columnas aparezcan las variables de las finales y las semifinales a la vez. Para ello, voy a dividir el dataframe datos2015TargetLong en 2, uno con los finalistas y otro con los semifinalistas.

dataframe1<-datos2015TargetLong[datos2015TargetLong$round=="FIN", ]
dataframe2<-datos2015TargetLong[datos2015TargetLong$round == "PRE" | datos2015TargetLong$round== "SEM", ]

#Voy a renombrar las variables para que, al hacer el merge, se puedan ver las variables de manera intuitiva.

dataframe1 <- dataframe1 %>%
  dplyr::rename(
    eventidF= eventid,
    heatF= heat,
    laneF= lane,
    pointF= points,
    reactiontimeF= reactiontime,
    swimtimeF = swimtime,
    daytimeF= daytime,
    mediaParcialesF= mediaParciales,
    minimoParcialesF= minimoParciales,
    maximoParcialesF= maximoParciales,
    sdParcialF= sdParcial,
    medianaParcialesF= medianaParciales
  )

dataframe2<- dataframe2%>%
  dplyr::rename(
    eventidP= eventid,
    heatP= heat,
    laneP= lane,
    pointP= points,
    reactiontimeP= reactiontime,
    swimtimeP = swimtime,
    daytimeP= daytime,
    mediaParcialesP= mediaParciales,
    minimoParcialesP= minimoParciales,
    maximoParcialesP= maximoParciales,
    sdParcialP= sdParcial,
    medianaParcialesP= medianaParciales
  )
#Ahora, quiero hacer un join por athleteid, distance, stroke: 

datos2015Target <- merge(dataframe1, dataframe2, by = c("athleteid", "distance", "stroke"), all = FALSE)

# Eliminar una o varias columnas
datos2015Target <- datos2015Target %>% select(-round.x, -lastname.y, -firstname.y, -gender.y, -name.y, -code.y, -round.y, -edad.y)

#Renombro aquellas que tienen el .x o .y:

datos2015Target<- datos2015Target%>%
  dplyr::rename(
    lastname= lastname.x,
    firstname= firstname.x,
    gender= gender.x,
    name= name.x,
    code= code.x,
    edad= edad.x
  )
rm(dataframe1, dataframe2, datos2015TargetLong )

Bien, me falta ahora, añadir el target:

# Crear la nueva variable target según la condición
datos2015Target$target <- ifelse(datos2015Target$swimtimeF - datos2015Target$swimtimeP < 0, 1, 0)

Si visualizo al primer nadador:

head(datos2015Target,1)
##   athleteid distance stroke  lastname    firstname gender      name code
## 1    100403      100    FLY SCHOOLING JOSEPH ISAAC      M Singapore  SIN
##   eventidF heatF laneF pointF reactiontimeF swimtimeF daytimeF edad
## 1      130     1     1    934           0.6     50.96     1813   20
##   mediaParcialesF minimoParcialesF maximoParcialesF sdParcialF
## 1           25.48            23.53            27.43   2.757716
##   medianaParcialesF eventidP heatP laneP pointP reactiontimeP swimtimeP
## 1             25.48      230     2     3    910           0.6      51.4
##   daytimeP mediaParcialesP minimoParcialesP maximoParcialesP sdParcialP
## 1     1835            25.7            23.83            27.57   2.644579
##   medianaParcialesP target
## 1              25.7      1

Observo que Joseph Schooling, nadó la final más rapido que la final, por lo que tienen de target un 1.

Categorización de algunas variables.

Algunas de nuestras variables, son categóricas, pero tienen demasiadas categorías, por lo que si queremos hacer modelos como k-vecinos o árboles, puede que no sean todo lo generales que deberían. Por ejemplo, la variable país, puede servirnos para un modelo k-vecinos (siempre y cuando no consideremos la distancia euclídea), pero en un árbol de decisión podría hacer una división si perteneces a un conjunto de países muy específico. Como el objetivo es predecir con modelos lo más generales posibles, a continuación voy a ir evaluando las variables a las cuales les debemos hacer un tratamiento distinto de los datos:

Daytime.

Vamos a categorizar de cierta manera esta variable daytime. Como vimos en el EDA, tenemos dos sesiones, matinal y vespertina, luego, vamos a agrupar por sesión. Para ello, hacemos lo siguiente:

# Visto en el eda, se puede dividir por sesión si cojo del mínimo a 2, 
datos2015Target$sesionP <- ifelse(datos2015Target$daytimeP<1400, "Matinal", "Vespertina")
datos2015Target$sesionP <- as.factor(datos2015Target$sesionP)

Cabe destacar que, la sesion de las finales es SIEMPRE vespertina, luego no es necesario crear esa nueva variable.

País.

Nuestra variable país está bien, nos será útil en modelos que buscan más especificidad como los k-vecinos, pero en modelos como árboles de decisión, puede no ser lo suficientemente general. Por ello, vamos a agrupar por continente:

datos2015Target$continente <- countrycode(datos2015Target$code, origin = "iso3c", destination = "continent")

datos2015Target$continente <- as.factor(datos2015Target$continente)

summary(datos2015Target$continente)
##   Africa Americas     Asia   Europe  Oceania     NA's 
##        2       62       39      102       27       39

Si observo, hay algunos países que no los está cogiendo, voy a ver cuáles son:

naContinentes<- datos2015Target[is.na(datos2015Target$continente),]

summary(naContinentes$code)
##     GER     NED     DEN     RSA     BAH     GRE     SIN     CHI     SLO     ALB 
##       9       9       8       5       2       2       2       1       1       0 
##     ALG     AND     ANG     ANT     ARG     ARM     ARU     AUS     AUT     AZE 
##       0       0       0       0       0       0       0       0       0       0 
##     BAN     BAR     BDI     BEL     BEN     BER     BIH     BLR     BOL     BOT 
##       0       0       0       0       0       0       0       0       0       0 
##     BRA     BRN     BRU     BUL     BUR     CAF     CAM     CAN     CAY     CGO 
##       0       0       0       0       0       0       0       0       0       0 
##     CHN     CIV     CMR     COK     COL     COM     CRC     CRO     CUB     CUR 
##       0       0       0       0       0       0       0       0       0       0 
##     CYP     CZE     DJI     DOM     ECU     EGY     ESA     ESP     EST     ETH 
##       0       0       0       0       0       0       0       0       0       0 
##     FAR     FIJ     FIN    FINA     FRA     FSM     GAB     GAM     GBR     GEO 
##       0       0       0       0       0       0       0       0       0       0 
##     GHA     GRN     GUA     GUI     GUM     GUY     HAI     HKG     HON     HUN 
##       0       0       0       0       0       0       0       0       0       0 
##     INA     IND     IRI     IRL     IRQ     ISL     ISR     ISV     ITA     IVB 
##       0       0       0       0       0       0       0       0       0       0 
##     JAM     JOR     JPN     KAZ     KEN     KGZ     KOR     KOS     KUW (Other) 
##       0       0       0       0       0       0       0       0       0       0

Observo que países como Alemania, Países Bajos, Dinamarca… No me los está cogiendo adecuadamente, luego voy a proceder a hacerlo manualmente. Para ello:

datos2015Target$continente[datos2015Target$code == "GER" | datos2015Target$code == "NED" |
                             datos2015Target$code == "DEN" | datos2015Target$code == "GRE"  
                           | datos2015Target$code == "SLO" ] <- "Europe"

datos2015Target$continente[datos2015Target$code == "RSA"]<- "Africa"

datos2015Target$continente[datos2015Target$code == "SIN" | datos2015Target$code == "BAH"]<- "Asia"

datos2015Target$continente[datos2015Target$code == "CHI"]<- "Americas"

Visualicemos que todo esté en orden:

summary(datos2015Target$continente)
##   Africa Americas     Asia   Europe  Oceania 
##        7       63       43      131       27

Perfecto, podemos proseguir.

rm(naContinentes)

Partición de los datos.

La repartición de nuestros datos, será sobre las finales. En total, tengo 8 nadadores por cada final, 2 sexos. En las pruebas de 50 y 100 tengo 4 estilos, lo que suma 128 nadadores. También, tengo en las pruebas de 200, 8 nadadores, 2 sexos y 5 estilos, lo que suma 80. En el 400 tengo 8 nadadores, 2 sexos y 2 estilos, lo que suma 32 nadadores. En el 800 y 1500 tengo 8 nadadores por cada sexo, lo que hace un total de 32 nadadores.

La suma total es de 272 nadadores, aunque debemos tener en cuenta que hubo una baja en la final del 1500 masculino, luego será de 271 nadadores.

Vamos a ver si estas cuentas son ciertas de la siguiente manera:

nadadoresFinalistas<-nadadoresPruebas[nadadoresPruebas$round=="FIN", ]
rownames(nadadoresFinalistas) <- 1:nrow(nadadoresFinalistas)
dim(nadadoresFinalistas)
## [1] 271  21

Luego, observamos que estamos en lo cierto. Realizamos la partición de los datos sobre el dataframe creado anteriormente:

n=nrow(datos2015Target)
set.seed(1312)
indices_validation= sample(1:n, n*0.1)
indices_entrenamiento= c(1:n)[-indices_validation]

#Tras dividir los datos, tomamos los de train y volvemos a dividir.
n_entrenamiento=length(indices_entrenamiento)
set.seed(2910)
indices_train=sample(indices_entrenamiento, 0.8*n_entrenamiento)
indices_test=c(1:n)[-c(indices_validation, indices_train)]
#Reiniciar las filas
rownames(datos2015Target) <- NULL
#Partición
datos2015Target_train=datos2015Target[indices_train,]
datos2015Target_test= datos2015Target[indices_test, ]
datos2015Target_validation=datos2015Target[indices_validation, ]
# Eliminar las tablas que no se usarán

rm(datos2015, nadadoresParticipantes, nadadoresPruebas, nadadoresParticipantesCopia, nadadoresPruebasCopia, nadadoresFinalistas, indices_entrenamiento, indices_test, indices_train, indices_validation )
rownames(datos2015Target_train)<-NULL
rownames(datos2015Target_test)<-NULL
rownames(datos2015Target_validation)<-NULL

Análisis previo de los datos.

Antes de comenzar nuestro estudio, vamos a evaluar el total de nadadores que sí bajan de tiempo y el total que no lo hacen.

datos2015Target_train$target <- as.factor(datos2015Target_train$target)
summary(datos2015Target_train$target)
##   0   1 
##  83 112
112/(112+83)
## [1] 0.574359

Tenemos que un 57.43% baja de marca. Tiene sentido intentar buscar mediante medidas de rendimiento, esas predicciones sobre nuevas observaciones. Vamos a evaluar todos los modelos de rendimiento vistos en teoría, y elegiremos el(los) que nos aporten un mayor rendimiento a través del análisis de sus medidas.

Variables que pueden influir en la respuesta.

Evaluamos en nuestro conjunto de datos si existe algún patrón que nos pueda ayudar a predecir si las nadadoras bajan o no de tiempo. Analizamos si existen variables que dictaminan más que otras.

Analizamos en primer lugar la edad. Evaluamos si existe algún tipo de relación entre la edad y si bajan o no tiempo. Para ello,

# Agrupar edades en intervalos (por ejemplo, cada 5 años)
df<-datos2015Target_train
df <- df %>%
  mutate(grupo_edad = cut(edad, breaks = seq(10, 45, by = 5), right = FALSE))

## Calcular el porcentaje de nadadores que bajan (1) y que no bajan (0) por grupo de edad
porcentajes <- df %>%
  dplyr::group_by(grupo_edad, target) %>%
  dplyr::summarise(total = n(), .groups = "drop") %>%
  dplyr::group_by(grupo_edad) %>%
  dplyr::mutate(porcentaje = total / sum(total) * 100)

# Graficar: Gráfico de barras de porcentaje
ggplot(porcentajes, aes(x = grupo_edad, y = porcentaje, fill = factor(target))) +
  geom_bar(stat = "identity", position = "dodge") +
  labs(
    title = "Porcentaje de Nadadores que Bajan y no Bajan por Grupo de Edad",
    x = "Grupo de Edad",
    y = "Porcentaje",
    fill = "¿Bajan?"
  ) +
  theme_minimal()

A partir de los 30 años, aumenta el porcentaje de nadadores que no mejoran su marca, lo que sugiere una posible relación que será considerada.

Continuamos nuestro estudio con la variable stroke, analizando si alguno de los 5 estilos tiene relación con la mejora de la marca. Lo vemos en el siguiente gráfico:

datos<- datos2015Target_train
# Calcular el porcentaje de nadadores que bajan (1) y que no bajan (0) por Stroke
porcentajes <- datos %>%
  dplyr::group_by(stroke, target) %>%
  dplyr::summarise(total = n(), .groups = "drop") %>%
  dplyr::group_by(stroke) %>%
  dplyr::mutate(porcentaje = total / sum(total) * 100)

# Graficar: Gráfico de barras de porcentaje
ggplot(porcentajes, aes(x = stroke, y = porcentaje, fill = factor(target))) +
  geom_bar(stat = "identity", position = "dodge") +
  labs(
    title = "Porcentaje de Nadadores que Bajan y No Bajan por Stroke",
    x = "Tipo de Stroke",
    y = "Porcentaje",
    fill = "¿Bajan?"
  ) +
  theme_minimal()

Observamos que algunos estilos son más influyentes que otros. Medley y Free muestran un porcentaje elevado de mejora, mientras que en el estilo Braza no parece ser frecuente bajar la marca en las finales.

A continuación, analizamos si existe una relación entre las distancias y la mejora de la marca. El siguiente gráfico ilustra este análisis:

datos<-datos2015Target_train
datos$distance<- as.factor(datos$distance)
# Calcular el porcentaje de nadadores que bajan (1) y que no bajan (0) por Stroke
porcentajes <- datos %>%
  dplyr::group_by(distance, target) %>%
  dplyr::summarise(total = n(), .groups = "drop") %>%
  dplyr::group_by(distance) %>%
  dplyr::mutate(porcentaje = total / sum(total) * 100)

# Graficar: Gráfico de barras de porcentaje
ggplot(porcentajes, aes(x = distance, y = porcentaje, fill = factor(target))) +
  geom_bar(stat = "identity", position = "dodge") +
  labs(
    title = "Porcentaje de Nadadores que Bajan y No Bajan por distancia",
    x = "Tipo de Stroke",
    y = "Porcentaje",
    fill = "¿Bajan?"
  ) +
  theme_minimal()

A partir de los 200 metros, se observa una tendencia en la que los nadadores parecen reservar parte de su energía durante las etapas iniciales para maximizar su rendimiento en las finales, donde efectivamente logran disminuir sus tiempos. Este comportamiento sugiere que es necesario considerar este factor en el análisis.

Medidas de rendimiento.

En los modelos que calcularemos a continuación, nuestro objetivo será garantizar que, cada vez que afirmemos que un nadador mejora su tiempo, esta predicción sea correcta. Por lo tanto, nos centraremos en minimizar la tasa de falsos positivos.

Una tabla de contingencia, es una herramienta que permite evaluar el rendimiento de un modelo de clasificación. Esta tabla resume las predicciones del modelo comparándolas con los valores reales y se utiliza principalmente en problemas de clasificación binaria (aunque puede ampliarse a multiclase).

Matriz de Confusión
Prediction.0 Prediction.1
Reference 0 TN FN
Reference 1 FP TP
  • TP (Verdaderos Positivos): Casos positivos correctamente predichos por el modelo.
  • FN (Falsos Negativos): Casos positivos que el modelo clasificó incorrectamente como negativos.
  • FP (Falsos Positivos): Casos negativos que el modelo clasificó incorrectamente como positivos.
  • TN (Verdaderos Negativos): Casos negativos correctamente predichos por el modelo.

Por tanto, utilizaremos distintos modelos y evaluaremos su calidad mediante medidas de rendimiento que parten de la matriz de confusión, ya que nuestra variable objetivo es binaria (0,1).

Comentaremos las principales métricas de rendimiento, haciendo mayor hincapié en las siguientes:

  • Accuracy o Exactitud \(= \frac{TP + TN}{N}\). Mide la proporción de predicciones correctas hechas por un modelo de clasificación. Es uno de los indicadores más utilizados para evaluar el desempeño de un modelo de clasificación. Intentaremos maximizar este valor.
  • FPR (tasa de falsos positivos) \(= \frac{FP}{FP+TP}\) Intentaremos minimizar este valor, ya que mide la proporción de positivos que acierta el modelo. Esta medida de rendimiento, no se contempla en las matrices de confusión y debemos calcularla a mano.

De manera análoga al FPR, podemos usar \(= \frac{TP}{FP+TP}\) y tratar de maximizar este valor. Este valor sí que se encuentra en las matrices de confusión que evaluaremos más adelante.

Modelos K-Vecinos.

El método de los k vecinos más cercanos (abreviatura de “k nearest neighbors” en inglés), se cuenta entre los enfoques más simples y ampliamente utilizados en el campo del Machine Learning. Su simplicidad conceptual y eficacia en problemas de clasificación y regresión lo convierten en una herramienta fundamental en análisis predictivo. El k-NN se basa en la noción de similitud entre observaciones, donde se mide la distancia entre los puntos de datos en el espacio multidimensional. La idea central es que los puntos cercanos en el espacio de características son similares y, por lo tanto, deben compartir la misma etiqueta de clase.

En un problema de clasificación, el algoritmo asigna a una observación desconocida (nuevo dato) la clase predominante entre sus k vecinos más cercanos. La distancia entre un punto de prueba y todos los puntos del conjunto de entrenamiento se calcula utilizando una métrica de distancia, como:

Distancia Euclídea:
\[ d(p, q) = \sqrt{\sum_{i=1}^n (p_i - q_i)^2} \]

Distancia Manhattan:
\[ d(p, q) = \sum_{i=1}^n |p_i - q_i| \]

Distancia de Gower para datos mixtos (numéricos y categóricos).

El parámetro k es crucial para el rendimiento del modelo:
- Un valor de k pequeño puede llevar a un modelo sensible al ruido y con riesgo de sobreajuste.
- Un valor de k grande suaviza las predicciones, pero puede perder patrones locales importantes.

Para elegir el valor óptimo de k, se utiliza validación cruzada.

En nuestro caso, el objetivo es predecir si un nadador mejora su tiempo en la final respecto a las preliminares. Las principales consideraciones fueron:

  • Se seleccionaron variables continuas para el análisis.
  • Se seleccionaron variables relevantes (continuas) para el análisis.
  • Se implementaron distancias sobre las variables (relevantes y continuas) para el análisis.

Modelo 1.

En este modelo, seleccionaremos todas las variables continuas disponibles y las escalaremos para que tengan una contribución equitativa en el cálculo de la distancia. Utilizaremos la distancia Euclídea como métrica para determinar los vecinos más cercanos. La distancia Euclídea entre dos puntos \(p\) y \(q\) en un espacio n-dimensional se define como:

\[ d(p, q) = \sqrt{\sum_{i=1}^n (p_i - q_i)^2} \]

Donde \(p_i\) y \(q_i\) son las coordenadas de los puntos \(p\) y \(q\).

# Elegimos todas las variables continuas.
df <- datos2015Target_train %>% select(target, reactiontimeF, edad, pointP, reactiontimeP, swimtimeP, mediaParcialesP, minimoParcialesP, maximoParcialesP, medianaParcialesP)

#Entrenamos el modelo. 
modelo1knn = knn3(scale(df[,-1]), as.factor(df$target), k=3, prob=TRUE)

Una vez entrenado, evaluaremos el modelo en el conjunto de entrenamiento calculando la matriz de confusión y las métricas de rendimiento. En función de los resultados, evaluaremos si este modelo logra un buen equilibrio entre sensibilidad y especificidad, o si es necesario ajustar parámetros como el número de vecinos k o la selección de variables.

predicciones <- predict(modelo1knn, newdata = scale(df[,-1]), type = "class")
matrizconfusion1 <- caret::confusionMatrix(predicciones, as.factor(df$target), positive = "1")
print(matrizconfusion1)
## Confusion Matrix and Statistics
## 
##           Reference
## Prediction  0  1
##          0 51 21
##          1 32 91
##                                         
##                Accuracy : 0.7282        
##                  95% CI : (0.66, 0.7893)
##     No Information Rate : 0.5744        
##     P-Value [Acc > NIR] : 6.118e-06     
##                                         
##                   Kappa : 0.4344        
##                                         
##  Mcnemar's Test P-Value : 0.1696        
##                                         
##             Sensitivity : 0.8125        
##             Specificity : 0.6145        
##          Pos Pred Value : 0.7398        
##          Neg Pred Value : 0.7083        
##              Prevalence : 0.5744        
##          Detection Rate : 0.4667        
##    Detection Prevalence : 0.6308        
##       Balanced Accuracy : 0.7135        
##                                         
##        'Positive' Class : 1             
## 

Tras los resultados, observamos que el modelo acierta 3 de cada 4 veces que predice (72.82%). Además, la tasa de verdaderos positivos es de 73.98%.

Dado nuestro objetivo de minimizar los falsos positivos, este modelo no cumple demasiado bien los requisitos. A priori, no va a ser un buen modelo. Nos servirá como modelo base para intentar encontrar uno mejor.

Podríamos pensar que, aunque nuestro modelo no está siendo del todo bueno, alomejor sí que está siendo decisivo para algún rango concreto de probabilidades. Como tengo sólamente las siguientes probabilidades al ser k=3 (0, 0.3, 0.6,1), vamos a pintar la matriz de confusión con estos cortes:

predicciones <- predict(modelo1knn, newdata = scale(df[,-1]), type="prob")[,2]
table(cut(predicciones, c(-1, 0, 0.4,0.7,1)), as.factor(df$target))
##            
##              0  1
##   (-1,0]    14  0
##   (0,0.4]   37 21
##   (0.4,0.7] 32 60
##   (0.7,1]    0 31

Si observamos aquí nuestros datos, podríamos concluir que, si los 3 vecinos de nuestro nadador no bajan de marca, entonces está claro que él tampoco lo hace. De manera análoga, si los 3 vecinos lo hace, sí que baja de marca. Nuestro modelo está siendo efectivo en las probabilidades extremas, y entre medias, no tanto. Veamos ahora en test esto:

df <- datos2015Target_test %>% select(target, reactiontimeF, edad, pointP, reactiontimeP, swimtimeP, mediaParcialesP, minimoParcialesP, maximoParcialesP, medianaParcialesP)

predicciones <- predict(modelo1knn, newdata = scale(df[,-1]), type="prob")[,2]
table(cut(predicciones, c(-1, 0, 0.4,0.7,1)), as.factor(df$target))
##            
##              0  1
##   (-1,0]     2  1
##   (0,0.4]    4 10
##   (0.4,0.7] 12 10
##   (0.7,1]    6  4

Parece que está sobreajustando y no es capaz de dividir igual de bien en test, luego no parece ser un buen modelo.

rm(predicciones, matrizconfusion1, df)

Modelo 2.

Para mejorar el rendimiento del modelo y evitar el ruido generado por variables irrelevantes, realizamos una selección de las variables más importantes que deberían incluirse en el modelo. Esta selección permitirá identificar las características más relevantes que determinan si un nadador baja de tiempo o no.

Para ello, volvemos a cargar todas las variables:

df <- datos2015Target_train %>% select(target, reactiontimeF, edad, pointP, reactiontimeP, swimtimeP, mediaParcialesP, minimoParcialesP, maximoParcialesP, medianaParcialesP)

df_test<- datos2015Target_test %>% select(target, reactiontimeF, edad, pointP, reactiontimeP, swimtimeP, mediaParcialesP, minimoParcialesP, maximoParcialesP, medianaParcialesP)

Para refinar aún más nuestro modelo KNN, implementaremos un procedimiento de Eliminación Recursiva de Características (RFE). Este método, utilizando validación cruzada, seleccionará las características más relevantes que optimizan el rendimiento del modelo, reduciendo el impacto del ruido de variables irrelevantes.

El RFE seleccionará las variables más influyentes para predecir el objetivo (target) usando un Random Forest. Los resultados incluirán, tanto la lista de las mejores variables seleccionadas, como las métricas de rendimiento asociadas con cada tamaño de subconjunto.

x <- scale(df[,-1])
y <- df$target  # Variable objetivo

# Crear un objeto de control para el entrenamiento
ctrl <- rfeControl(functions=rfFuncs, method="cv", number=10)

# Hacer la selección de variables con RFE
result <- rfe(x, y, sizes=c(1:ncol(x)), rfeControl=ctrl)

# Ver los resultados
print(result)
## 
## Recursive feature selection
## 
## Outer resampling method: Cross-Validated (10 fold) 
## 
## Resampling performance over subset size:
## 
##  Variables Accuracy  Kappa AccuracySD KappaSD Selected
##          1   0.5605 0.1066    0.15414  0.3089         
##          2   0.5653 0.1128    0.12056  0.2382         
##          3   0.6069 0.1883    0.12989  0.2698         
##          4   0.5864 0.1420    0.13739  0.2864         
##          5   0.5916 0.1600    0.12398  0.2583         
##          6   0.5911 0.1546    0.10569  0.2201         
##          7   0.6111 0.1892    0.09698  0.2116         
##          8   0.6006 0.1671    0.11354  0.2450         
##          9   0.6362 0.2322    0.09698  0.2162        *
## 
## The top 5 variables (out of 9):
##    swimtimeP, medianaParcialesP, maximoParcialesP, minimoParcialesP, mediaParcialesP

Después de implementar el proceso de selección de características mediante RFE, hemos identificado las variables más relevantes para la predicción del objetivo (target). Estas variables seleccionadas serán utilizadas para ajustar un modelo KNN más eficiente y preciso. Las variables seleccionadas son swimtimeP,mediaParcialesP,minimoParcialesP, maximoParcialesP y medianaParcialesP.

df <- datos2015Target_train %>% select(target, swimtimeP, mediaParcialesP, minimoParcialesP, maximoParcialesP, medianaParcialesP)

df_test<- datos2015Target_test%>% select(target, swimtimeP, mediaParcialesP, minimoParcialesP, maximoParcialesP, medianaParcialesP)


#Entrenamos el modelo. 
modelo2knn = knn3(scale(df[,-1]), as.factor(df$target), k=3, prob=TRUE)

Una vez que hemos entrenado el modelo KNN con las variables seleccionadas, es fundamental analizar su rendimiento en el conjunto de datos de entrenamiento (train) para asegurarnos de que el modelo ha capturado correctamente los patrones presentes en los datos.

predicciones <- predict(modelo2knn, newdata = scale(df[,-1]), type = "class")
matrizconfusion1 <- caret::confusionMatrix(predicciones, as.factor(df$target), positive = "1")
print(matrizconfusion1)
## Confusion Matrix and Statistics
## 
##           Reference
## Prediction   0   1
##          0  53  11
##          1  30 101
##                                           
##                Accuracy : 0.7897          
##                  95% CI : (0.7258, 0.8447)
##     No Information Rate : 0.5744          
##     P-Value [Acc > NIR] : 1.96e-10        
##                                           
##                   Kappa : 0.5568          
##                                           
##  Mcnemar's Test P-Value : 0.004937        
##                                           
##             Sensitivity : 0.9018          
##             Specificity : 0.6386          
##          Pos Pred Value : 0.7710          
##          Neg Pred Value : 0.8281          
##              Prevalence : 0.5744          
##          Detection Rate : 0.5179          
##    Detection Prevalence : 0.6718          
##       Balanced Accuracy : 0.7702          
##                                           
##        'Positive' Class : 1               
## 

El modelo clasifica correctamente el 78.97% de las observaciones. Casi 4 de cada 5, luego parece mejor que el primer modelo entrenado. Además, su tasa de verdaderos positivos es mayor que antes.

Probamos dividir nuestras predicciones en 4 grupos según sus probabilidades de mejora. De esta forma, intentamos reducir los errores de predicción para aquellos casos en los que no está realmente asegurada su mejora (o su no mejora). Para ello, realizamos la siguiente tabla,

predicciones <- predict(modelo2knn, newdata = scale(df[,-1]), type = "prob")[,2]
table(round(predicciones, 3),df$target)
##        
##          0  1
##   0     31  0
##   0.333 22 11
##   0.667 30 64
##   1      0 37

Como vemos, dividiendo a nuestros nadadores en cuatro grupos, obtenemos que las predicciones para los participantes que mejoran coinciden en su totalidad con los datos de referencia. A su vez, las predicciones del primer grupo donde establecemos que no mejorarán su marca también carecen de error.

Vistos los resultados del modelo en el conjunto de entrenamiento, esto nos dará una idea inicial del ajuste del modelo. Sin embargo, la eficacia de nuestro modelo radicará en cómo se comporta en datos no vistos.

El modelo entrenado es ahora evaluado en el conjunto de prueba (test) para medir su capacidad de generalización y comprobar si puede mantener un rendimiento adecuado fuera del conjunto de entrenamiento.

predicciones <- predict(modelo2knn, newdata = scale(df_test[,-1]), type = "class")
matrizconfusion1 <- caret::confusionMatrix(predicciones, as.factor(df_test$target), positive = "1")
print(matrizconfusion1)
## Confusion Matrix and Statistics
## 
##           Reference
## Prediction  0  1
##          0 10  3
##          1 14 22
##                                           
##                Accuracy : 0.6531          
##                  95% CI : (0.5036, 0.7833)
##     No Information Rate : 0.5102          
##     P-Value [Acc > NIR] : 0.03089         
##                                           
##                   Kappa : 0.2994          
##                                           
##  Mcnemar's Test P-Value : 0.01529         
##                                           
##             Sensitivity : 0.8800          
##             Specificity : 0.4167          
##          Pos Pred Value : 0.6111          
##          Neg Pred Value : 0.7692          
##              Prevalence : 0.5102          
##          Detection Rate : 0.4490          
##    Detection Prevalence : 0.7347          
##       Balanced Accuracy : 0.6483          
##                                           
##        'Positive' Class : 1               
## 

Vemos que, el Accuracy baja al predecir en datos nunca vistos, acierta un 65% de las veces que predice algo. Además, la tasa de verdaderos positivos es de un 61%, un poco baja. Aún así, este modelo es mejor que el anteriormente entrenado.

Si probamos en test nuestras predicciones con los umbrales impuestos anteriormente clasificando en varios grupos, tenemos:

predicciones <- predict(modelo2knn, newdata = scale(df_test[,-1]), type = "prob")[,2]
table(round(predicciones, 3),df_test$target)
##        
##          0  1
##   0      4  1
##   0.333  6  2
##   0.667  9 14
##   1      5  8

Como vemos, tendríamos 4 grupos:

  • Grupo 1: nadadores que con alta probabilidad podemos predecir que no mejorarán su marca. Acertamos en 4 de cada 5.
  • Grupo 2: nadadores que probablemente, con menor seguridad, no mejorarán su marca. En este caso, acertamos en 6 de 8 participantes.
  • Grupo 3: nadadores que posiblemente mejoren su marca. Acertamos en 14 de 23.
  • Grupo 4: nadadores que con alta probabilidad mejorarán. Acertamos en 8 de 13.
rm(matrizconfusion1, df, df_test, predicciones)

Modelo 3

En este paso, seleccionamos las variables predictoras más relevantes para el modelo basado en K-Vecinos, según los resultados obtenidos en el modelo previo. Estas variables han demostrado ser las más representativas para predecir el target, que indica si un nadador logra mejorar su tiempo en la final. Las variables seleccionadas son: - swimtimeP - mediaParcialesP - minimoParcialesP - maximoParcialesP - medianaParcialesP

df <- datos2015Target_train %>% select(target, swimtimeP, mediaParcialesP, minimoParcialesP, maximoParcialesP, medianaParcialesP)

df_test<- datos2015Target_test%>% select(target, swimtimeP, mediaParcialesP, minimoParcialesP, maximoParcialesP, medianaParcialesP)

Mientras que knn3 entrena un modelo K-Vecinos y lo almacena para futuras predicciones, knn3Train calcula directamente las predicciones sobre un conjunto de prueba proporcionado, basado en los datos de entrenamiento, sin guardar un modelo explícito.

En este ejemplo, utilizamos knn3Train para implementar un modelo KNN con un escalado de datos y la distancia Manhattan como métrica.

#los empleamos escalados
x_train <- as.matrix(scale(df[, -1]))  
x_test <- as.matrix(scale(df_test[, -1]))

dist_train <- proxy::dist(x_train, method = "manhattan")
dist_test <- proxy::dist(x_test, x_train, method = "manhattan")


modelo3knn <- knn3Train(
  train = x_train,
  test = x_test,
  cl = as.factor(df$target),
  k = 3,
  prob = TRUE
)

El modelo knn3Train devuelve directamente las predicciones sobre el conjunto de prueba. Las predicciones se pueden usar para construir una matriz de confusión.

matriz_confusion <- caret::confusionMatrix(as.factor(modelo3knn), as.factor(df_test$target), positive = "1")

# Mostrar la matriz de confusión y métricas
print(matriz_confusion)
## Confusion Matrix and Statistics
## 
##           Reference
## Prediction  0  1
##          0 10  3
##          1 14 22
##                                           
##                Accuracy : 0.6531          
##                  95% CI : (0.5036, 0.7833)
##     No Information Rate : 0.5102          
##     P-Value [Acc > NIR] : 0.03089         
##                                           
##                   Kappa : 0.2994          
##                                           
##  Mcnemar's Test P-Value : 0.01529         
##                                           
##             Sensitivity : 0.8800          
##             Specificity : 0.4167          
##          Pos Pred Value : 0.6111          
##          Neg Pred Value : 0.7692          
##              Prevalence : 0.5102          
##          Detection Rate : 0.4490          
##    Detection Prevalence : 0.7347          
##       Balanced Accuracy : 0.6483          
##                                           
##        'Positive' Class : 1               
## 

El modelo clasifica correctamente aproximadamente el 65% de los casos en el conjunto de prueba. Aunque supera el azar, es similar al modelo basado en la distancia euclidiana.

Es un modelo muy parecido al modelo 2. Ya que la tasa de positivos verdaderos también es del 61%. Nos quedaremos con el segundo modelo.

#elimino el modelo porque el que me sirve es el modelo 2
rm(df,df_test,dist_train,dist_test,matriz_confusion, x_test, x_train, modelo3knn)

Resumen y decisión

A continuación haremos un resumen de los modelos ajustados.

  1. modelo1KNN:En este modelo se seleccionaron todas las variables continuas disponibles y se escalaron para garantizar que tengan una contribución equitativa en el cálculo de la distancia. Se utilizó la distancia Euclídea como métrica principal para determinar los vecinos más cercanos. A pesar de las limitaciones, este modelo será la base para explorar mejoras, como la selección de variables relevantes, la optimización del número k, o el uso de métricas de distancia alternativas.

  2. modelo2KNN: En este modelo, se buscó mejorar el rendimiento del KNN reduciendo el impacto del ruido generado por variables irrelevantes. Para ello, se implementó Eliminación Recursiva de Características con validación cruzada para seleccionar las variables más importantes, se utilizó la distancia Euclídea como métrica y se escalaron las variables seleccionadas para asegurar contribuciones equitativas. Aunque el modelo mejora en comparación con la versión inicial al seleccionar variables relevantes, todavía tiene dificultades para generalizar bien en datos no vistos, particularmente en la clase negativa.

  3. modelo3KNN: En este modelo, se seleccionaron las mismas variables relevantes identificadas en el Modelo 2. El objetivo principal fue evaluar el impacto de utilizar la distancia Manhattan como métrica en lugar de la distancia Euclídea. La distancia Manhattan no mejora el rendimiento respecto a la distancia Euclídea en este contexto.

Basándonos en el resumen anterior presentado, optaremos por tomar de entre los K-NN el modelo 2.

df_test1 <- datos2015Target_test %>% select(target, reactiontimeF, edad, pointP, reactiontimeP, swimtimeP, mediaParcialesP, minimoParcialesP, maximoParcialesP, medianaParcialesP)

df_test2<- datos2015Target_test%>% select(target, swimtimeP, mediaParcialesP, minimoParcialesP, maximoParcialesP, medianaParcialesP)

La curva ROC mide la sensibilidad (tasa de verdaderos positivos) frente a la especificidad (1 - tasa de falsos positivos).

Ambas curvas parecen similares y están relativamente cerca de la diagonal (línea gris), lo que sugiere un desempeño moderado para ambos modelos.

probs_knn1 <- predict(modelo1knn, newdata = df_test1[,-1], type = "prob")[, 2]

probs_knn2<- predict(modelo2knn, newdata = df_test2[,-1], type = "prob")[, 2]


#Generar las curvas ROC para cada modelo
roc_knn1 <- roc(df_test1$target, probs_knn1)
## Setting levels: control = 0, case = 1
## Setting direction: controls < cases
roc_knn2<- roc(df_test2$target, probs_knn2)
## Setting levels: control = 0, case = 1
## Setting direction: controls < cases
plot.roc(roc_knn1,print.auc=T, print.thres = "best", col="blue",xlab = "Especificidad", ylab="Sensibilidad",xlim = c(1, 0), ylim = c(0, 1))

plot.roc(roc_knn2,print.auc=T, print.thres = "best", col="blue",xlab = "Especificidad", ylab="Sensibilidad",xlim = c(1, 0), ylim = c(0, 1))

# Calcular el AUC para cada modelo
auc_knn1 <- pROC::auc(roc_knn1)
auc_knn2<- pROC::auc(roc_knn2)

# Imprimir los valores de AUC
cat("AUC KNN modelo 1", auc_knn1, "\n")
## AUC KNN modelo 1 0.4983333
cat("AUC KNN modelo 2:", auc_knn2, "\n")
## AUC KNN modelo 2: 0.5275
# Graficar las curvas ROC
# analogo
#plot(roc_knn1, col = "blue", lwd = 2, main = "Comparación de Curvas ROC para Modelos KNN")
#lines(roc_knn2, col = "red", lwd = 2)

#abline(a = 0, b = 1, col = "gray", lty = 2)

#legend("bottomright", legend = c("KNN modelo 1", "KNN modelo2"),
       #col = c("blue", "red", "green", "purple"), lwd = 2, cex = 0.5) 

El modelo 2 tiene una ligera ventaja en términos de capacidad discriminativa, ya que su AUC está por encima de 0.5, lo que indica que puede distinguir mejor entre nadadores que bajan y no bajan de tiempo. En contraste, el modelo 1 (AUC ~ 0.4983) está prácticamente en el azar (similar a tirar una moneda al aire).

Aunque el AUC del modelo 2 es superior, un valor de 0.5275 sigue siendo bajo. Esto sugiere que ambos modelos tienen un desempeño moderado y que todavía hay espacio para mejorar, ya sea ajustando hiperparámetros (k), probando otras distancias (como Gower), o incluyendo nuevas variables predictoras.

En este caso, aunque las curvas ROC nos proporcionan información, sería más útil trabajar en mejorar el modelo KNN antes de centrarnos en estas gráficas.

Mantenemos el modelo 2 como el mejor hasta ahora, ya que tiene un AUC superior.

Árboles de decisión

Los árboles de decisión son un modelo de aprendizaje supervisado ampliamente utilizado debido a su capacidad de manejar tanto variables categóricas como numéricas, su facilidad de interpretación y su robustez frente a datos no escalados. Estos algoritmos seleccionan secuencialmente las características más informativas (ganancia de información o reducción de entropía) para predecir una variable objetivo, dividiendo los datos en ramas basadas en dichas características.

En este análisis, implementamos un árbol de decisión para predecir si un nadador mejorará su tiempo en la final (target).

Modelo 1.

En este modelo inicial:

  • Se utilizan todas las variables disponibles para el modelo.
  • La variable code (país) se sustituye por el continente, con el objetivo de reducir la granularidad y mejorar la generalización.
  • La variable daytimeP se reemplaza por una variable categórica que indique si la sesión fue matinal o vespertina.

Seleccionamos las variables:

df_arbol <- datos2015Target_train %>% select(target, distance, stroke, gender, continente ,heatF, laneF, edad, heatP, laneP, pointP, reactiontimeP, swimtimeP, sesionP, mediaParcialesP, medianaParcialesP, maximoParcialesP, minimoParcialesP)
df_test_arbol <- datos2015Target_test %>% select(target, distance, stroke, gender, continente,heatF, laneF, edad, heatP, laneP, pointP, reactiontimeP, swimtimeP, sesionP, mediaParcialesP, medianaParcialesP, maximoParcialesP, minimoParcialesP)


## Además, definimos la variable distancia como categórica.
df_arbol$distance<- as.factor(df_arbol$distance)
df_test_arbol$distance<- as.factor(df_test_arbol$distance)

A continuación, ajustamos el primer árbol de decisión utilizando todas las variables seleccionadas:

arbol1 <- rpart(target~., data = df_arbol, method = 'class')
rpart.plot(arbol1, extra = 1)

arbol1
## n= 195 
## 
## node), split, n, loss, yval, (yprob)
##       * denotes terminal node
## 
##   1) root 195 83 1 (0.42564103 0.57435897)  
##     2) swimtimeP< 106.15 101 44 0 (0.56435644 0.43564356)  
##       4) medianaParcialesP>=26.765 45 13 0 (0.71111111 0.28888889)  
##         8) laneP=1,3,6,7,8 23  2 0 (0.91304348 0.08695652) *
##         9) laneP=2,4,5 22 11 0 (0.50000000 0.50000000)  
##          18) stroke=BREAST,FLY,FREE 15  4 0 (0.73333333 0.26666667) *
##          19) stroke=BACK 7  0 1 (0.00000000 1.00000000) *
##       5) medianaParcialesP< 26.765 56 25 1 (0.44642857 0.55357143)  
##        10) laneF=2,4,6 20  5 0 (0.75000000 0.25000000)  
##          20) mediaParcialesP< 24.905 11  0 0 (1.00000000 0.00000000) *
##          21) mediaParcialesP>=24.905 9  4 1 (0.44444444 0.55555556) *
##        11) laneF=1,3,5,7,8 36 10 1 (0.27777778 0.72222222) *
##     3) swimtimeP>=106.15 94 26 1 (0.27659574 0.72340426)  
##       6) medianaParcialesP>=33.91 10  3 0 (0.70000000 0.30000000) *
##       7) medianaParcialesP< 33.91 84 19 1 (0.22619048 0.77380952)  
##        14) laneP=2 7  2 0 (0.71428571 0.28571429) *
##        15) laneP=0,1,3,4,5,6,7,8 77 14 1 (0.18181818 0.81818182)  
##          30) laneF=1,2,6 32 10 1 (0.31250000 0.68750000)  
##            60) laneP=3,5,6,8 20  9 1 (0.45000000 0.55000000)  
##             120) continente=Americas,Asia 9  3 0 (0.66666667 0.33333333) *
##             121) continente=Europe,Oceania 11  3 1 (0.27272727 0.72727273) *
##            61) laneP=0,1,4,7 12  1 1 (0.08333333 0.91666667) *
##          31) laneF=3,4,5,7,8 45  4 1 (0.08888889 0.91111111) *

El árbol clasifica 195 observaciones en base a las variables seleccionadas. La variable swimtime es la primera variable utilizada para dividir, lo que indica su importancia clave. Los nadadores con tiempos menores a 106.15 segundos son más propensos a no bajar su tiempo (clase 0). La medianaParcialesP, se utiliza en varios nodos secundarios, mostrando que afecta la clasificación tanto en clases 0 como 1. laneP y laneF, los carriles en preliminares y finales, tienen un impacto notable en las probabilidades de clasificación. El continente es introducido en un nodo profundo, sugiriendo que su efecto es menor comparado con otras variables.

Primero, evaluamos el modelo en el conjunto de entrenamiento para entender su desempeño inicial.

prediction <- predict(arbol1, df_arbol, type = 'class')
cf_train <- confusionMatrix(prediction, as.factor(df_arbol$target),positive="1",
                      mode = 'everything')

cf_train
## Confusion Matrix and Statistics
## 
##           Reference
## Prediction  0  1
##          0 61 14
##          1 22 98
##                                           
##                Accuracy : 0.8154          
##                  95% CI : (0.7537, 0.8672)
##     No Information Rate : 0.5744          
##     P-Value [Acc > NIR] : 7.655e-13       
##                                           
##                   Kappa : 0.6176          
##                                           
##  Mcnemar's Test P-Value : 0.2433          
##                                           
##             Sensitivity : 0.8750          
##             Specificity : 0.7349          
##          Pos Pred Value : 0.8167          
##          Neg Pred Value : 0.8133          
##               Precision : 0.8167          
##                  Recall : 0.8750          
##                      F1 : 0.8448          
##              Prevalence : 0.5744          
##          Detection Rate : 0.5026          
##    Detection Prevalence : 0.6154          
##       Balanced Accuracy : 0.8050          
##                                           
##        'Positive' Class : 1               
## 

Nuestro árbol inicial presenta buenos resultados, con una precisión (Accuracy) del 81.1%, lo cual se considera un desempeño notable. Además, presenta también una buena precisión a la hora de identificar los nadadores que bajan de tiempo, un 81.67%.

El modelo muestra un buen ajuste en los datos de entrenamiento, con alta sensibilidad y precisión. Sin embargo, puede ser debido al sobreajuste. Esto deberá confirmarse evaluando el modelo en el conjunto de prueba:

prediction <- predict(arbol1, df_test_arbol, type = 'class')
cf_test <- confusionMatrix(prediction, as.factor(df_test_arbol$target),positive="1",
                      mode = 'everything')

cf_test
## Confusion Matrix and Statistics
## 
##           Reference
## Prediction  0  1
##          0 10  8
##          1 14 17
##                                           
##                Accuracy : 0.551           
##                  95% CI : (0.4023, 0.6933)
##     No Information Rate : 0.5102          
##     P-Value [Acc > NIR] : 0.3346          
##                                           
##                   Kappa : 0.0972          
##                                           
##  Mcnemar's Test P-Value : 0.2864          
##                                           
##             Sensitivity : 0.6800          
##             Specificity : 0.4167          
##          Pos Pred Value : 0.5484          
##          Neg Pred Value : 0.5556          
##               Precision : 0.5484          
##                  Recall : 0.6800          
##                      F1 : 0.6071          
##              Prevalence : 0.5102          
##          Detection Rate : 0.3469          
##    Detection Prevalence : 0.6327          
##       Balanced Accuracy : 0.5483          
##                                           
##        'Positive' Class : 1               
## 

Al evaluar el modelo en el conjunto de prueba, los resultados reflejan un desempeño significativamente inferior al observado en el entrenamiento. Esto sugiere una posible falta de generalización, especialmente en términos de exactitud y especificidad. El alto número de falsos positivos sugiere que el modelo tiene dificultades para diferenciar correctamente entre nadadores que bajan y no bajan su tiempo.

rm(df_arbol, df_test_arbol, cf_test, cf_train, prediction)

Modelo 2.

La función utilizada para generar el árbol en el modelo anterior incluye valores predeterminados que no se ajustan completamente a las necesidades de este análisis, por lo que será necesario personalizarlos.

En este modelo, ajustamos la estructura del árbol de decisión modificando los parámetros predeterminados con la función rpart.control. Esto nos permite controlar aspectos clave del árbol, como el número mínimo de observaciones necesarias para dividir un nodo, el tamaño mínimo de un nodo terminal, la profundidad máxima del árbol y el parámetro de complejidad (cp).

Para este modelo, usamos las mismas variables que en el modelo 1:

df_arbol <- datos2015Target_train %>% select(target, distance, stroke, gender, continente ,heatF, laneF, edad, heatP, laneP, pointP, reactiontimeP, swimtimeP, sesionP, mediaParcialesP, medianaParcialesP, maximoParcialesP, minimoParcialesP)
df_test_arbol <- datos2015Target_test %>% select(target, distance, stroke, gender, continente,heatF, laneF, edad, heatP, laneP, pointP, reactiontimeP, swimtimeP, sesionP, mediaParcialesP, medianaParcialesP, maximoParcialesP, minimoParcialesP)


## Además, defino mi variable distancia como categórica.
df_arbol$distance<- as.factor(df_arbol$distance)
df_test_arbol$distance<- as.factor(df_test_arbol$distance)

Se emplean los siguientes parámetros de control:

control_tree <- rpart.control(minsplit = 4,
                         minbucket = 2,
                         maxdepth = 5,
                         cp = 0)

El árbol se entrena utilizando las variables seleccionadas y el control previamente configurado:

# Entrenar el árbol de decisión
arbol2 <- rpart(target ~ ., data = df_arbol, method = "class", control = control_tree)

Para interpretar fácilmente las divisiones y decisiones del modelo, podemos graficar el árbol generado:

# Modificar las etiquetas con salto de línea
rpart.plot(arbol2, 
           type = 1, 
           extra = 104, 
           branch=1,
           space=0.5,
           under = TRUE, 
           cex = 0.4, 
           box.palette = "Blues", 
           tweak = 1.5,
           fallen.leaves = TRUE, 
           main = "Árbol de Decisión")

Cada hoja (nodo final) indica una predicción (0 o 1), con precisión y porcentaje de datos representados.

A continuación, procedemos a realizar las predicciones correspondientes en nuestros conjuntos de datos tanto de train como de test.

Comenzamos en train:

# Predicciones en el conjunto de entrenamiento
pred_train <- predict(arbol2, newdata = df_arbol, type = "class")
cf_train <- confusionMatrix(pred_train, as.factor(df_arbol$target),positive="1",
                      mode = 'everything')
cf_train
## Confusion Matrix and Statistics
## 
##           Reference
## Prediction   0   1
##          0  64   5
##          1  19 107
##                                           
##                Accuracy : 0.8769          
##                  95% CI : (0.8224, 0.9195)
##     No Information Rate : 0.5744          
##     P-Value [Acc > NIR] : < 2.2e-16       
##                                           
##                   Kappa : 0.7427          
##                                           
##  Mcnemar's Test P-Value : 0.007963        
##                                           
##             Sensitivity : 0.9554          
##             Specificity : 0.7711          
##          Pos Pred Value : 0.8492          
##          Neg Pred Value : 0.9275          
##               Precision : 0.8492          
##                  Recall : 0.9554          
##                      F1 : 0.8992          
##              Prevalence : 0.5744          
##          Detection Rate : 0.5487          
##    Detection Prevalence : 0.6462          
##       Balanced Accuracy : 0.8632          
##                                           
##        'Positive' Class : 1               
## 

En general, el modelo muestra un buen rendimiento: la precisión (87.69%) es bastante alta, lo que indica que la mayoría de las predicciones son correctas. Además, detecta bastante bien aquellos nadadores que consiguen bajar de marca, ya que consigue identificar el 84.92%.

Lo analizamos a continuación con los datos test:

pred_test <- predict(arbol2, newdata = df_test_arbol, type = "class")
cf_test <- confusionMatrix(pred_test, as.factor(df_test_arbol$target),positive="1",
                      mode = 'everything')
cf_test
## Confusion Matrix and Statistics
## 
##           Reference
## Prediction  0  1
##          0 11  8
##          1 13 17
##                                           
##                Accuracy : 0.5714          
##                  95% CI : (0.4221, 0.7118)
##     No Information Rate : 0.5102          
##     P-Value [Acc > NIR] : 0.2378          
##                                           
##                   Kappa : 0.1389          
##                                           
##  Mcnemar's Test P-Value : 0.3827          
##                                           
##             Sensitivity : 0.6800          
##             Specificity : 0.4583          
##          Pos Pred Value : 0.5667          
##          Neg Pred Value : 0.5789          
##               Precision : 0.5667          
##                  Recall : 0.6800          
##                      F1 : 0.6182          
##              Prevalence : 0.5102          
##          Detection Rate : 0.3469          
##    Detection Prevalence : 0.6122          
##       Balanced Accuracy : 0.5692          
##                                           
##        'Positive' Class : 1               
## 

El modelo tiene un buen desempeño en el conjunto de entrenamiento, pero tiene un bajo desempeño en datos no vistos, lo que sugiere sobreajuste. En este caso, tiene un accuracy de 57.14%, lo que indica que el modelo acierta en aproximadamente la mitad de las predicciones. Además, detecta 1 de cada 2 positivos aproximadamente. No es un buen modelo.

rm(df_arbol, df_test_arbol, cf_test, cf_train, control_tree, pred_test, pred_train)

Modelo 3.

En este modelo, buscamos optimizar el parámetro de complejidad (cp) del árbol de decisión utilizando validación cruzada. Este proceso ayuda a determinar el nivel óptimo de poda, equilibrando la capacidad del modelo para generalizar sin sobreajustar.

Comenzamos con las mismas variables que el modelo anterior:

df_arbol <- datos2015Target_train %>% select(target, distance, stroke, gender, continente ,heatF, laneF, edad, heatP, laneP, pointP, reactiontimeP, swimtimeP, sesionP, mediaParcialesP, medianaParcialesP, maximoParcialesP, minimoParcialesP)
df_test_arbol <- datos2015Target_test %>% select(target, distance, stroke, gender, continente,heatF, laneF, edad, heatP, laneP, pointP, reactiontimeP, swimtimeP, sesionP, mediaParcialesP, medianaParcialesP, maximoParcialesP, minimoParcialesP)


## Además, defino mi variable distancia como categórica.
df_arbol$distance<- as.factor(df_arbol$distance)
df_test_arbol$distance<- as.factor(df_test_arbol$distance)

Se utiliza el conjunto de entrenamiento df_arbol para buscar el mejor valor de cp mediante validación cruzada de 10 particiones.

# Validación cruzada para encontrar el mejor cp
set.seed(123)
control <- trainControl(method = "cv", number = 10)  # 10-fold validation
arbol_cv <- caret::train(target ~ ., 
                  data = df_arbol, 
                  method = "rpart", 
                  trControl = control, 
                  tuneLength = 10)   

El mejor valor de cp se obtiene automáticamente al ajustar el modelo y se puede visualizar:

# Mejor valor de cp
print(arbol_cv$bestTune)
##           cp
## 2 0.01740295

Controlar la profundidad del árbol (usando parámetros como maxdepth o cp) es un equivalente funcional a realizar selección de variables. Sin embargo, realizar una selección previa puede ser útil en contextos específicos, especialmente si buscamos comparar resultados entre diferentes modelos o reducir la complejidad del análisis.

Para determinar las características más relevantes en el modelo, analizamos la importancia de las variables. Esto ayuda a identificar aquellas que tienen un impacto significativo en la predicción de la variable objetivo (target).

# Importancia de las variables
importancia <- varImp(arbol_cv, scale = TRUE)
print(importancia)
## rpart variable importance
## 
##   only 20 most important variables shown (out of 63)
## 
##                   Overall
## swimtimeP          100.00
## strokeBREAST        99.59
## medianaParcialesP   99.45
## maximoParcialesP    98.36
## mediaParcialesP     77.60
## pointP              60.30
## laneP4              56.22
## laneP2              48.99
## genderM             34.16
## minimoParcialesP    30.27
## edad                29.84
## continenteEurope    23.74
## reactiontimeP       23.33
## distance100         21.01
## laneF8              11.03
## laneP9               0.00
## laneP6               0.00
## heatF7               0.00
## strokeFLY            0.00
## heatF11              0.00

A partir de los resultados obtenidos, seleccionamos las variables más importantes, descartando aquellas que tienen una contribución baja al modelo. Esto permite simplificar el modelo y reducir el ruido generado por características irrelevantes.

Con las variables seleccionadas (swimtimeP, stroke, medianaParcialesP), construimos un nuevo árbol utilizando el mejor valor de cp encontrado en el paso anterior:

set.seed(123)
arbol4 <- rpart(target ~ ., 
                        data = df_arbol %>% select(swimtimeP, stroke, medianaParcialesP,target), 
                        method = "class", 
                        control = rpart.control(cp = arbol_cv$bestTune$cp))
# Visualización del árbol reducido
rpart.plot(arbol4, type = 3, extra = 104, under = TRUE, cex = 0.8)

En este árbol toma la variable más importante el tiempo de nado en el parcial. En concreto, es relevante si los nadadores tienen un tiempo mayor o menor de 106 segundos, probablemente indique una división entre las pruebas de larga y baja distancia. Posteriormene divide según las medianas de dichos parciales. Por último, utiliza nuevamente los tiempos de los parciales. En resumen, el árbol toma como las variables más influyentes las basadas en los tiempos y sus medianas parciales.

Si tenemos en cuenta el funcionamiento de un árbol de decisión, la selección de variables nos sirve para visualizar que, efectivamente, está eligiendo las más importantes. Es decir, aquellas tales que con su clasificación en las primeras etapas se reduce la entropía, la incertidumbre. El resultado sería el mismo sin la elección pero nos sirve para confirmar nuestros conocimientos previos.

Evaluamos el modelo en entrenamiento,

prediction <- predict(arbol4, df_arbol, type = 'class')
cf_train <- confusionMatrix(prediction, as.factor(df_arbol$target),positive="1",
                      mode = 'everything')

cf_train
## Confusion Matrix and Statistics
## 
##           Reference
## Prediction  0  1
##          0 55 21
##          1 28 91
##                                           
##                Accuracy : 0.7487          
##                  95% CI : (0.6818, 0.8079)
##     No Information Rate : 0.5744          
##     P-Value [Acc > NIR] : 2.99e-07        
##                                           
##                   Kappa : 0.4804          
##                                           
##  Mcnemar's Test P-Value : 0.3914          
##                                           
##             Sensitivity : 0.8125          
##             Specificity : 0.6627          
##          Pos Pred Value : 0.7647          
##          Neg Pred Value : 0.7237          
##               Precision : 0.7647          
##                  Recall : 0.8125          
##                      F1 : 0.7879          
##              Prevalence : 0.5744          
##          Detection Rate : 0.4667          
##    Detection Prevalence : 0.6103          
##       Balanced Accuracy : 0.7376          
##                                           
##        'Positive' Class : 1               
## 

Este modelo logra un rendimiento equilibrado en el conjunto de entrenamiento, identificando correctamente tanto positivos como negativos.

Y en test:

prediction <- predict(arbol4, df_test_arbol, type = 'class')
cf_test <- confusionMatrix(prediction, as.factor(df_test_arbol$target),positive="1",
                      mode = 'everything')

cf_test
## Confusion Matrix and Statistics
## 
##           Reference
## Prediction  0  1
##          0 10  6
##          1 14 19
##                                         
##                Accuracy : 0.5918        
##                  95% CI : (0.4421, 0.73)
##     No Information Rate : 0.5102        
##     P-Value [Acc > NIR] : 0.1586        
##                                         
##                   Kappa : 0.1779        
##                                         
##  Mcnemar's Test P-Value : 0.1175        
##                                         
##             Sensitivity : 0.7600        
##             Specificity : 0.4167        
##          Pos Pred Value : 0.5758        
##          Neg Pred Value : 0.6250        
##               Precision : 0.5758        
##                  Recall : 0.7600        
##                      F1 : 0.6552        
##              Prevalence : 0.5102        
##          Detection Rate : 0.3878        
##    Detection Prevalence : 0.6735        
##       Balanced Accuracy : 0.5883        
##                                         
##        'Positive' Class : 1             
## 

El Accuracy es de un 59.18%, lo que significa que el modelo clasifica correctamente aproximadamente 6 de cada 10 observaciones.

El modelo muestra una pérdida notable de rendimiento al predecir con los datos de prueba. Esto podría deberse a sobreajuste, donde el modelo aprende demasiado de los patrones específicos del conjunto de entrenamiento y no generaliza bien en datos no vistos.

El balanced accucary es de 58.83%, que es el promedio de la sensibilidad y la especificidad. Muestra que el modelo no está logrando un equilibrio óptimo entre las clases positivas y negativas.

Aunque identifica correctamente los positivos (bajar de tiempo), el modelo tiene problemas significativos con la clasificación de los negativos, generando muchos falsos positivos, lo que no es ideal para nuestro objetivo. Tiene un valor elevado, lo que significa que más de la mitad de los nadadores que realmente no bajan de tiempo fueron clasificados incorrectamente como que sí bajan. Este es un punto débil del modelo.

#cambio de nombre
arbol3= arbol4
#no eliminamos arbolcv, lo usamos abajo
rm(arbol4, df_arbol, df_test_arbol, cf_train, cf_test, prediction,importancia,control)

Resumen y decisión.

  1. Arbol1: Se entrenó con todas las variables relevantes, reemplazando code (país) por continente y daytimeP por sesion. Utilizó los parámetros por defecto de la función rpart. Aunque el modelo funciona bien en entrenamiento, su bajo rendimiento en prueba revela una falta de capacidad de generalización.

  2. Arbol2: Se utilizó la función rpart.control para personalizar la estructura del árbol. El ajuste de los parámetros reduce la complejidad del modelo, pero no logra una mejora significativa en la generalización.

  3. Arbol3: Se utilizó validación cruzada (10-fold) para determinar el mejor valor del parámetro cp, reduciendo la complejidad del árbol. Se eliminaron variables de baja importancia para simplificar el modelo. La validación cruzada ayuda a reducir la complejidad del modelo sin comprometer el rendimiento en entrenamiento.

Los tres modelos basados en árboles muestran un rendimiento adecuado en el conjunto de entrenamiento, pero fallan en generalizar bien en el conjunto de prueba, con una precisión en prueba que oscila entre el 55% y el 59%.

El Modelo 2 y el Modelo 3, con ajustes de control y validación cruzada respectivamente, ofrecen mejoras en simplicidad sin sacrificar el rendimiento, pero no resuelven completamente los problemas de sobreajuste.

Si graficamos las medidas de rendimiento en los datos test de los tres modelos anteriores, tenemos:

# métricas
metricas <- data.frame(
  Modelo = c("Árbol 1", "Árbol 2", "Árbol 3"),
  Precision = c(0.555, 0.571, 0.59),
  Sensibilidad = c(0.68, 0.68, 0.76),
  Especificidad = c(0.41, 0.458, 0.41)
)

# Melt para graficar con ggplot
metricas_melt <- melt(metricas)
## Using Modelo as id variables
ggplot(metricas_melt, aes(x = Modelo, y = value, fill = variable)) +
  geom_bar(stat = "identity", position = "dodge") +
  labs(title = "Comparación de Métricas entre Modelos", x = "Modelo", y = "Valor") +
  theme_minimal()

Otra manera de verlo sería a través de las curvas de ROC:

¿se pueden sacar roc en arboles?

df_test_arbol <- datos2015Target_test %>% select(target, distance, stroke, gender, continente,heatF, laneF, edad, heatP, laneP, pointP, reactiontimeP, swimtimeP, sesionP, mediaParcialesP, medianaParcialesP, maximoParcialesP, minimoParcialesP)

df_test_arbol$distance<- as.factor(df_test_arbol$distance)

probs_arbol1 <- predict(arbol1, newdata = df_test_arbol, type = "prob")[, 2]

roc_arbol1 <- roc(df_test_arbol$target, probs_arbol1)
## Setting levels: control = 0, case = 1
## Setting direction: controls < cases
probs_arbol2 <- predict(arbol2, newdata = df_test_arbol, type = "prob")[, 2]

roc_arbol2 <- roc(df_test_arbol$target, probs_arbol2)
## Setting levels: control = 0, case = 1
## Setting direction: controls < cases
probs_arbol3 <- predict(arbol3, newdata = df_test_arbol, type = "prob")[, 2]

roc_arbol3 <- roc(df_test_arbol$target, probs_arbol3)
## Setting levels: control = 0, case = 1
## Setting direction: controls < cases
plot.roc(roc_arbol1, col = "blue", lwd = 2, main = "Curvas ROC de Modelos de Árboles de Decisión")
lines.roc(roc_arbol2, col = "red", lwd = 2)
lines.roc(roc_arbol3, col = "green", lwd = 2)

abline(a = 0, b = 1, col = "gray", lty = 2)


legend("bottomright", legend = c("Árbol 1", "Árbol 2", "Árbol 3"),
       col = c("blue", "red", "green"), lwd = 2, cex = 0.8)

auc_arbol1 <- pROC::auc(roc_arbol1)
auc_arbol2 <- pROC::auc(roc_arbol2)
auc_arbol3 <- pROC::auc(roc_arbol3)

cat("AUC Modelo 1:", auc_arbol1, "\n")
## AUC Modelo 1: 0.5958333
cat("AUC Modelo 2:", auc_arbol2, "\n")
## AUC Modelo 2: 0.5841667
cat("AUC Modelo 3:", auc_arbol3, "\n")
## AUC Modelo 3: 0.5933333
rm(metricas, metricas_melt, auc_arbol1, auc_arbol2, auc_arbol3, probs_arbol1, probs_arbol2, probs_arbol3, roc_arbol1, roc_arbol2, roc_arbol3, df_test_arbol)

Métodos de ensamblado.

Los métodos de ensamblado son técnicas avanzadas de aprendizaje automático que combinan múltiples modelos base para mejorar la precisión, la robustez y la generalización de las predicciones. El objetivo principal de estos métodos es reducir el error del modelo base mediante la integración de varios predictores, lo que permite capturar diferentes patrones en los datos.

Bagging.

Bagging es un método de ensamblado paralelo que busca reducir la varianza de los modelos base, mejorando la precisión general de las predicciones. Este enfoque es particularmente útil en algoritmos inestables, como árboles de decisión, que pueden producir modelos muy diferentes con ligeros cambios en los datos de entrenamiento.

Modelo 1.

En este paso, utilizaremos el modelo 2 basado en árboles de decisión como modelo base para implementar un modelo de Bagging. El objetivo es mejorar la generalización y la precisión del modelo al combinar múltiples árboles entrenados en subconjuntos de datos de entrenamiento.

Primero, seleccionamos las variables relevantes para el análisis y aseguramos que las variables categóricas se traten adecuadamente.

df_arbol <- datos2015Target_train %>% select(target, distance, stroke, gender, name,heatF, laneF, edad, heatP, laneP, pointP, reactiontimeP, swimtimeP, daytimeP, mediaParcialesP, medianaParcialesP, maximoParcialesP, minimoParcialesP)
df_test_arbol <- datos2015Target_test %>% select(target, distance, stroke, gender, name,heatF, laneF, edad, heatP, laneP, pointP, reactiontimeP, swimtimeP, daytimeP, mediaParcialesP, medianaParcialesP, maximoParcialesP, minimoParcialesP)

## Además, definimos la variable distancia como categórica.
df_arbol$distance<- as.factor(df_arbol$distance)
df_test_arbol$distance<- as.factor(df_test_arbol$distance)

En este caso, utilizaremos la función bagging de la librería ipred para entrenar un modelo de Bagging basado en árboles de decisión. El objetivo es mejorar el rendimiento del modelo base:

# Bagging
modeloBagging1 <- bagging(target ~., data=df_arbol, coob=TRUE,nbagg=50,
               rpart= rpart.control(minsplit = 4,
                             minbucket = 2,
                             maxdepth = 1,
                             cp = 0))

Una vez entrenado el modelo de Bagging, evaluamos su desempeño en el conjunto de entrenamiento utilizando la función predict para obtener las probabilidades de cada clase. A continuación, transformamos estas probabilidades en predicciones binarias (0 o 1) con un umbral del 50%. Finalmente, calculamos la matriz de confusión y otras métricas.

pred_bag_train <- predict(modeloBagging1, df_arbol,type="prob")[,2]
clase.pred.bag.train=ifelse(pred_bag_train>0.5,"1","0")
cf_bag_train <- confusionMatrix(as.factor(clase.pred.bag.train), as.factor(df_arbol$target))

cf_bag_train
## Confusion Matrix and Statistics
## 
##           Reference
## Prediction   0   1
##          0  83   0
##          1   0 112
##                                      
##                Accuracy : 1          
##                  95% CI : (0.9813, 1)
##     No Information Rate : 0.5744     
##     P-Value [Acc > NIR] : < 2.2e-16  
##                                      
##                   Kappa : 1          
##                                      
##  Mcnemar's Test P-Value : NA         
##                                      
##             Sensitivity : 1.0000     
##             Specificity : 1.0000     
##          Pos Pred Value : 1.0000     
##          Neg Pred Value : 1.0000     
##              Prevalence : 0.4256     
##          Detection Rate : 0.4256     
##    Detection Prevalence : 0.4256     
##       Balanced Accuracy : 1.0000     
##                                      
##        'Positive' Class : 0          
## 

El modelo de Bagging ha logrado un rendimiento perfecto en el conjunto de entrenamiento. Esto sugiere que el modelo ha aprendido todos los patrones presentes en los datos de entrenamiento. Sin embargo, un desempeño perfecto en este conjunto puede ser una señal de sobreajuste.

El siguiente paso será evaluar el modelo en el conjunto de prueba para determinar si estas métricas se mantienen o si el modelo ha perdido su capacidad de generalización.

pred_bag_test <- predict(modeloBagging1, df_test_arbol,type="prob")[,2]
clase.pred.bag.test=ifelse(pred_bag_test>0.5,"1","0")
cf_bag_test <- confusionMatrix(as.factor(clase.pred.bag.test), as.factor(df_test_arbol$target))

cf_bag_test
## Confusion Matrix and Statistics
## 
##           Reference
## Prediction  0  1
##          0  9  6
##          1 15 19
##                                           
##                Accuracy : 0.5714          
##                  95% CI : (0.4221, 0.7118)
##     No Information Rate : 0.5102          
##     P-Value [Acc > NIR] : 0.23782         
##                                           
##                   Kappa : 0.136           
##                                           
##  Mcnemar's Test P-Value : 0.08086         
##                                           
##             Sensitivity : 0.3750          
##             Specificity : 0.7600          
##          Pos Pred Value : 0.6000          
##          Neg Pred Value : 0.5588          
##              Prevalence : 0.4898          
##          Detection Rate : 0.1837          
##    Detection Prevalence : 0.3061          
##       Balanced Accuracy : 0.5675          
##                                           
##        'Positive' Class : 0               
## 

Aunque el modelo de Bagging tiene un buen desempeño en la identificación de nadadores que bajan su tiempo (sensibilidad alta), su capacidad para clasificar correctamente los nadadores que no bajan su tiempo es limitada (especificidad baja). Esto sugiere que el modelo tiende a clasificar como positivos a muchos casos que en realidad son negativos, lo que se refleja en una alta Tasa de Falsos Positivos.

El marcado contraste entre el rendimiento perfecto en el conjunto de entrenamiento y el bajo rendimiento en el conjunto de prueba confirma que el modelo sufre de sobreajuste. Este problema podría abordarse ajustando los hiperparámetros del modelo, reduciendo la complejidad de los árboles base, o aumentando la cantidad de datos disponibles para el entrenamiento.

rm(cf_bag_train, cf_bag_test, clase.pred.bag.test, clase.pred.bag.train, pred_bag_test, pred_bag_train)

Modelo 2.

Una vez definidos los árboles, entrenamos un nuevo modelo de Bagging con ajustes en los hiperparámetros. Este ajuste busca mejorar la generalización del modelo, manteniendo un balance adecuado entre sensibilidad y especificidad.

# Bagging
modeloBagging2 <- bagging(target ~., data=df_arbol, coob=TRUE,nbagg=20,
               rpart= rpart.control(minsplit = 6,
                             maxdepth = 5,
                             cp = 0.8))

Vemos ahora sus predicciones en train y su matriz de confusión,

pred_bag_train <- predict(modeloBagging2, df_arbol,type="prob")[,2]
clase.pred.bag.train=ifelse(pred_bag_train>0.5,"1","0")
cf_bag_train <- caret::confusionMatrix(as.factor(clase.pred.bag.train), as.factor(df_arbol$target),positive="1")

cf_bag_train
## Confusion Matrix and Statistics
## 
##           Reference
## Prediction   0   1
##          0  83   0
##          1   0 112
##                                      
##                Accuracy : 1          
##                  95% CI : (0.9813, 1)
##     No Information Rate : 0.5744     
##     P-Value [Acc > NIR] : < 2.2e-16  
##                                      
##                   Kappa : 1          
##                                      
##  Mcnemar's Test P-Value : NA         
##                                      
##             Sensitivity : 1.0000     
##             Specificity : 1.0000     
##          Pos Pred Value : 1.0000     
##          Neg Pred Value : 1.0000     
##              Prevalence : 0.5744     
##          Detection Rate : 0.5744     
##    Detection Prevalence : 0.5744     
##       Balanced Accuracy : 1.0000     
##                                      
##        'Positive' Class : 1          
## 

Estos resultados son típicos de un modelo sobreajustado, ya que logra una precisión perfecta en el conjunto de entrenamiento pero probablemente no generaliza bien en datos de prueba. Para validar el modelo, es esencial evaluar su rendimiento en el conjunto de prueba, donde se podría observar una caída significativa en la precisión y otras métricas, lo que confirmaría el sobreajuste.

pred_bag_test <- predict(modeloBagging2, df_test_arbol,type="prob")[,2]
clase.pred.bag.test=ifelse(pred_bag_test>0.5,"1","0")
cf_bag_test <- caret::confusionMatrix(as.factor(clase.pred.bag.test), as.factor(df_test_arbol$target),positive="1")

cf_bag_test
## Confusion Matrix and Statistics
## 
##           Reference
## Prediction  0  1
##          0 10  9
##          1 14 16
##                                           
##                Accuracy : 0.5306          
##                  95% CI : (0.3827, 0.6747)
##     No Information Rate : 0.5102          
##     P-Value [Acc > NIR] : 0.4437          
##                                           
##                   Kappa : 0.0569          
##                                           
##  Mcnemar's Test P-Value : 0.4042          
##                                           
##             Sensitivity : 0.6400          
##             Specificity : 0.4167          
##          Pos Pred Value : 0.5333          
##          Neg Pred Value : 0.5263          
##              Prevalence : 0.5102          
##          Detection Rate : 0.3265          
##    Detection Prevalence : 0.6122          
##       Balanced Accuracy : 0.5283          
##                                           
##        'Positive' Class : 1               
## 

El modelo muestra un claro sobreajuste. Si bien funciona perfectamente en el conjunto de entrenamiento, su rendimiento en el conjunto de prueba es peor, lo que sugiere que puede no estar generalizando bien. Sin embargo, se comporta ligeramente mejor que en el caso anterior.

rm(cf_bag_train, cf_bag_test, clase.pred.bag.test, clase.pred.bag.train, pred_bag_test, pred_bag_train)

Modelo 3.

En este modelo, emplearemos el mismo conjunto de parámetros utilizados en el árbol 3, el cual demostró ser el más prometedor entre los modelos basados en árboles de decisión. Además, repetiremos la selección de variables realizada en ese modelo.

# Bagging
set.seed(123)
modeloBagging3 <- bagging(target ~., df_arbol %>% select(swimtimeP, stroke, medianaParcialesP,target), coob=TRUE,nbagg=25,
               rpar=rpart.control(cp = arbol_cv$bestTune$cp))

Este modelo debería proporcionar una mejora en la capacidad de generalización debido al ajuste fino del parámetro de complejidad (cp) y la reducción de ruido gracias a la selección de variables clave. Una comparación entre las métricas de los conjuntos de entrenamiento y prueba determinará si el modelo logra un buen equilibrio entre sensibilidad y especificidad, minimizando los falsos positivos.

pred_bag_train <- predict(modeloBagging3, df_arbol,type="prob")[,2]
clase.pred.bag.train=ifelse(pred_bag_train>0.5,"1","0")
cf_bag_train <- caret::confusionMatrix(as.factor(clase.pred.bag.train), as.factor(df_arbol$target),positive="1")

cf_bag_train
## Confusion Matrix and Statistics
## 
##           Reference
## Prediction   0   1
##          0  80   4
##          1   3 108
##                                           
##                Accuracy : 0.9641          
##                  95% CI : (0.9274, 0.9854)
##     No Information Rate : 0.5744          
##     P-Value [Acc > NIR] : <2e-16          
##                                           
##                   Kappa : 0.9267          
##                                           
##  Mcnemar's Test P-Value : 1               
##                                           
##             Sensitivity : 0.9643          
##             Specificity : 0.9639          
##          Pos Pred Value : 0.9730          
##          Neg Pred Value : 0.9524          
##              Prevalence : 0.5744          
##          Detection Rate : 0.5538          
##    Detection Prevalence : 0.5692          
##       Balanced Accuracy : 0.9641          
##                                           
##        'Positive' Class : 1               
## 

Probamos a cortar en 3 categorías con el fin de reducir los errores de predicción:

# Cortar las probabilidades en categorías
pred_bag_train_cut <- cut(pred_bag_train, breaks = c(-Inf, 0.30, 0.70, Inf), labels = c("Low", "Medium", "High"))

# Crear la tabla de contingencia
tabla_resultados <- table(pred_bag_train_cut, df_arbol$target)

# Mostrar la tabla
print(tabla_resultados)
##                   
## pred_bag_train_cut  0  1
##             Low    63  0
##             Medium 20 16
##             High    0 96

Vemos ahora cómo se comporta el modelo en los datos test:

pred_bag_test <- predict(modeloBagging3, df_test_arbol,type="prob")[,2]

clase.pred.bag.test=ifelse(pred_bag_test>0.5,"1","0")
cf_bag_test <- caret::confusionMatrix(as.factor(clase.pred.bag.test), as.factor(df_test_arbol$target),positive="1")

cf_bag_test
## Confusion Matrix and Statistics
## 
##           Reference
## Prediction  0  1
##          0 11  5
##          1 13 20
##                                           
##                Accuracy : 0.6327          
##                  95% CI : (0.4829, 0.7658)
##     No Information Rate : 0.5102          
##     P-Value [Acc > NIR] : 0.05738         
##                                           
##                   Kappa : 0.2601          
##                                           
##  Mcnemar's Test P-Value : 0.09896         
##                                           
##             Sensitivity : 0.8000          
##             Specificity : 0.4583          
##          Pos Pred Value : 0.6061          
##          Neg Pred Value : 0.6875          
##              Prevalence : 0.5102          
##          Detection Rate : 0.4082          
##    Detection Prevalence : 0.6735          
##       Balanced Accuracy : 0.6292          
##                                           
##        'Positive' Class : 1               
## 

Los resultados indican que el modelo clasifica correctamente el 63.27% de los casos en el conjunto de prueba, lo cual es una mejora respecto a algunos de los modelos previos.

Por otro lado, no evalúa demasiado bien cuando predice que un nadador mejora, es decir, predice bien 6 de cada 10 nadadores que mejoran. Aún así es mucho mejor modelo que los anteriores, lo tendremos en cuenta.

Si probamos el modelo respecto a los tres grupos: muy probable, igualmente probable y poco probable para las predicciones de nuestra variable target.

# Cortar las probabilidades en categorías
pred_bag_test_cut <- cut(pred_bag_test, breaks = c(-Inf, 0.30, 0.70, Inf), labels = c("Low", "Medium", "High"))

# Crear la tabla de contingencia
tabla_resultados <- table(pred_bag_test_cut, df_test_arbol$target)

# Mostrar la tabla
print(tabla_resultados)
##                  
## pred_bag_test_cut  0  1
##            Low     8  4
##            Medium  7  6
##            High    9 15

De esta forma tenemos que para el primer grupo (personas que no mejoran su marca), el modelo acierta 8 de cada 12 nadadores (0.66%) y para el tercer grupo (personas que mejoran su marca), el modelo acierta 15 de cada 24 (62,5%).

rm(cf_bag_train, cf_bag_test, tabla_resultados, pred_bag_train_cut, pred_bag_train, pred_bag_test_cut, pred_bag_test, clase.pred.bag.test, clase.pred.bag.train)

Resumen y decision.

  1. Modelo 1:

Utilizamos un conjunto de hiperparámetros básicos para construir múltiples árboles de decisión.

Se logró un desempeño perfecto en el conjunto de entrenamiento, pero esto fue un indicio de sobreajuste.

En el conjunto de prueba, el modelo mostró un buen desempeño en sensibilidad (identificar nadadores que mejoran), pero una baja especificidad (alto número de falsos positivos).

  1. Modelo 2:

Se ajustaron los hiperparámetros del modelo base, aumentando el tamaño mínimo de división de nodos y la profundidad de los árboles.

Aunque mejoró ligeramente respecto al Modelo 1, siguió mostrando un rendimiento pobre en el conjunto de prueba debido al sobreajuste.

  1. Modelo 3:

Este modelo utilizó parámetros optimizados y seleccionó las variables más relevantes del análisis previo.

Mejoró significativamente en términos de generalización, alcanzando una precisión del 63.27% en el conjunto de prueba.

Logró clasificar correctamente a 6 de cada 10 nadadores que mejoraron, lo que lo hace superior al primer modelo.

Lo vemos gráficamente:

probs_bag1 <- predict(modeloBagging1, df_test_arbol, type = "prob")[, 2]
probs_bag2 <- predict(modeloBagging2, df_test_arbol, type = "prob")[, 2]
probs_bag3 <- predict(modeloBagging3, df_test_arbol, type = "prob")[, 2]

roc_bag1 <- roc(df_test_arbol$target, probs_bag1)
## Setting levels: control = 0, case = 1
## Setting direction: controls < cases
roc_bag2 <- roc(df_test_arbol$target, probs_bag2)
## Setting levels: control = 0, case = 1
## Setting direction: controls < cases
roc_bag3 <- roc(df_test_arbol$target, probs_bag3)
## Setting levels: control = 0, case = 1
## Setting direction: controls < cases
auc_bag1 <- pROC::auc(roc_bag1)
auc_bag2 <- pROC::auc(roc_bag2)
auc_bag3 <- pROC::auc(roc_bag3)


cat("AUC Bagging modelo 1:", auc_bag1, "\n")
## AUC Bagging modelo 1: 0.5291667
cat("AUC Bagging modelo 2:", auc_bag2, "\n")
## AUC Bagging modelo 2: 0.47
cat("AUC Bagging modelo 3:", auc_bag3, "\n")
## AUC Bagging modelo 3: 0.5841667
# Graficar las curvas ROC
plot.roc(roc_bag1, col = "blue", lwd = 2, main = "Comparación de Curvas ROC para Modelos Bagging",
         xlab = "Especificidad", ylab = "Sensibilidad", xlim = c(1, 0), ylim = c(0, 1))
lines.roc(roc_bag2, col = "red", lwd = 2)
lines.roc(roc_bag3, col = "green", lwd = 2)

abline(a = 0, b = 1, col = "gray", lty = 2)

#leyenda
legend("bottomright", legend = c("Bagging modelo 1", "Bagging modelo 2", "Bagging modelo 3"),
       col = c("blue", "red", "green"), lwd = 2, cex = 0.8)

El Modelo 2 es el mejor modelo en cuanto a capacidad discriminativa, con un AUC de 0.6475.

Quedarse con el Modelo 2 es una posible elección , ya que tiene el mayor AUC (0.6475), lo que indica una mejor capacidad discriminativa global.

Aunque el Modelo 3 tiene una mejor interpretación en un contexto práctico específico, el Modelo 2 demuestra un rendimiento más sólido a nivel general.

#Elimino todo lo que no usaré en adelante.
#Elimino el modelo 1 ya que no va a ser relevante. 
rm(modeloBagging1, roc_bag1, roc_bag2, roc_bag3, auc_bag1, auc_bag2, auc_bag3, pred_bag_test, pred_bag_train, clase.pred.bag.test, clase.pred.bag.train, probs_bag1, probs_bag2, probs_bag3)

df_baggin_train<-df_arbol
df_baggin_test<-df_test_arbol
df_baggin_validation<-datos2015Target_validation %>% select(target, distance, stroke, gender, name,heatF, laneF, edad, heatP, laneP, pointP, reactiontimeP, swimtimeP, daytimeP, mediaParcialesP, medianaParcialesP, maximoParcialesP, minimoParcialesP)

rm(df_arbol, df_test_arbol)

Random Forest

Un Bosque Aleatorio es una potente técnica de ensamblado que utiliza un conjunto de DTs para mejorar la precisión de las predicciones. En lugar de confiar en un solo árbol, se construye un bosque compuesto por numerosos árboles individuales. La singularidad de un Bosque Aleatorio radica en cómo se crean y combinan estos árboles.

Cada árbol dentro del Bosque Aleatorio no se crea a partir de todo el conjunto de datos, sino que se entrena con un subconjunto aleatorio de variables y un conjunto de observaciones seleccionadas al azar. Este proceso de muestreo aleatorio introduce diversidad en la construcción de cada árbol, lo que ayuda a mitigar la tendencia de DT a sobreajustar los datos.

Cada árbol individual en el Bosque Aleatorio genera una predicción para la variable objetivo, pero no se espera que cada árbol sea altamente efectivo por sí solo. La fortaleza del método radica en la combinación de numerosos árboles, cada uno de los cuales opera en una región diferente del espacio de características. El Bosque Aleatorio se basa en una regla de decisión que cuenta los votos de cada árbol para determinar la predicción final. En teoría, un gran número de modelos relativamente no correlacionados que funcionan como un comité superarán a cualquier modelo individual.

Modelo 1

Vamos a entrenar un primer modelo de Random Forest. Para ello, voy a recoger todas las variables posibles. Son las mismas variables que se usaban para los árboles de decisión.

df_random <- datos2015Target_train %>% select(target, distance, stroke, gender,continente, heatF, laneF, edad, heatP, laneP, pointP, reactiontimeP, swimtimeP, daytimeP, mediaParcialesP, medianaParcialesP, maximoParcialesP, minimoParcialesP)
df_test_random <- datos2015Target_test %>% select(target, distance, stroke, gender, continente,heatF, laneF, edad, heatP, laneP, pointP, reactiontimeP, swimtimeP, daytimeP, mediaParcialesP, medianaParcialesP, maximoParcialesP, minimoParcialesP)

## Además, defino mi variable distancia como categórica.
df_random$distance<- as.factor(df_random$distance)
df_test_random$distance<- as.factor(df_test_random$distance)

Una vez recogidas las variables en el dataframe, vamos a proceder a entrenar nuestro primer modelo de Random Forest (rf1):

set.seed(123)
rf1 <- randomForest(
  target ~ ., 
  data = df_random, 
  importance = TRUE, 
  proximity = TRUE,
  ntree = 20, 
  mtry = 6
)

A continuación, graficamos el error:

# Graficar el error
plot(rf1)
legend("right", colnames(rf1$err.rate), lty = 1:5, col = 1:6)

A continuación, vamos a realizar las distintas predicciones en nuestro conjunto de entrenamiento:

pred_rf_train <- predict(rf1, df_random, type = "prob")[, 2]  
clase_pred_rf_train <- ifelse(pred_rf_train > 0.5, "1", "0")  
cf_rf_train <- confusionMatrix(as.factor(clase_pred_rf_train), as.factor(df_random$target), positive = "1")
print(cf_rf_train)
## Confusion Matrix and Statistics
## 
##           Reference
## Prediction   0   1
##          0  83   0
##          1   0 112
##                                      
##                Accuracy : 1          
##                  95% CI : (0.9813, 1)
##     No Information Rate : 0.5744     
##     P-Value [Acc > NIR] : < 2.2e-16  
##                                      
##                   Kappa : 1          
##                                      
##  Mcnemar's Test P-Value : NA         
##                                      
##             Sensitivity : 1.0000     
##             Specificity : 1.0000     
##          Pos Pred Value : 1.0000     
##          Neg Pred Value : 1.0000     
##              Prevalence : 0.5744     
##          Detection Rate : 0.5744     
##    Detection Prevalence : 0.5744     
##       Balanced Accuracy : 1.0000     
##                                      
##        'Positive' Class : 1          
## 

Observamos que el modelo no comete errores en el conjunto de entrenamiento, identificando perfectamente todos los patrones. Esto sugiere la presencia de sobreajuste, tal y como hemos aprendido a lo largo del proyecto. Visualizamos a continuación los datos en test:

pred_rf_test <- predict(rf1, df_test_random, type = "prob")[, 2] 
clase_pred_rf_test <- ifelse(pred_rf_test > 0.5, "1","0")   

cf_rf_test <- confusionMatrix(as.factor(clase_pred_rf_test), as.factor(df_test_random$target), positive = "1")
print(cf_rf_test)
## Confusion Matrix and Statistics
## 
##           Reference
## Prediction  0  1
##          0  9 10
##          1 15 15
##                                           
##                Accuracy : 0.4898          
##                  95% CI : (0.3442, 0.6366)
##     No Information Rate : 0.5102          
##     P-Value [Acc > NIR] : 0.6660          
##                                           
##                   Kappa : -0.0251         
##                                           
##  Mcnemar's Test P-Value : 0.4237          
##                                           
##             Sensitivity : 0.6000          
##             Specificity : 0.3750          
##          Pos Pred Value : 0.5000          
##          Neg Pred Value : 0.4737          
##              Prevalence : 0.5102          
##          Detection Rate : 0.3061          
##    Detection Prevalence : 0.6122          
##       Balanced Accuracy : 0.4875          
##                                           
##        'Positive' Class : 1               
## 

Tal y como preveíamos, el modelo se ha sobreajustado a los datos de entrenamiento, lo que lo hace poco válido en la práctica. Su capacidad de generalización es limitada.

# Importancia de las variables
var_importance <- importance(rf1)
print(var_importance)
##                              0          1 MeanDecreaseAccuracy MeanDecreaseGini
## distance          -0.731490692 -0.2043718           -0.6658508         4.176924
## stroke            -0.623372723  1.2807409            0.2629546         3.234600
## gender            -1.025978352 -0.7587543           -0.9589655         1.064657
## continente        -0.569006378 -1.4953190           -1.4328476         4.337733
## heatF              0.000000000  0.0000000            0.0000000         0.000000
## laneF              0.423196188  0.9191200            1.1569596        10.409101
## edad              -0.095393572 -1.1920048           -0.9215122         5.214763
## heatP              0.003158709 -1.1439711           -1.0659988         3.106032
## laneP             -0.157119078 -1.9011821           -1.5489723        10.274933
## pointP             0.854878756  0.6052642            0.8248293         6.003739
## reactiontimeP     -0.304297586 -1.8844365           -1.7371239         4.374247
## swimtimeP         -0.616756658  2.9275174            2.6605261        10.993434
## daytimeP           1.353657833 -0.5624786            1.0430905         2.544776
## mediaParcialesP   -1.692856720 -2.6475861           -3.5412111         7.396797
## medianaParcialesP -0.703259113  1.1784730            0.7136906         7.583451
## maximoParcialesP   0.490383138 -1.1265166           -0.5453598         6.303182
## minimoParcialesP  -1.064103564  1.2094143            0.6516209         8.080091
varImpPlot(rf1)

Realizamos un análisis de la importancia de las variables en el modelo Random Forest. Tenemos como medidas “MeanDecreaseAccuracy” y “MeanDecreaseGini”.

  • La “MeanDecreaseAccuracy” mide la reducción en la precisión del modelo cuando se elimina o cambia una variable. Evalúa cuánto empeora la precisión del modelo si la variable en cuestión no está disponible para hacer predicciones. Un valor alto de MeanDecreaseAccuracy indica que, al eliminar esa variable, la precisión del modelo disminuye considerablemente, lo que significa que la variable es importante para el rendimiento del modelo

  • La “MeanDecreaseGini” se basa en la impureza de Gini, es una medida de cuán mezcladas están las clases en un nodo del árbol de decisión. Cuanto mayor es el valor para una variable, mas contribuye a la capacidad del modelo para separar correctamente las clases y mejorar las predicciones. Refleja cuanto mejora la capacidad del modelo para hacer predicciones correctas al incluir esa variable en el modelo. Si es más alto, mayor importancia tiene dicha variable ya que ayuda a dividir mejor los datos en los árboles del modelo.

Si tomamos nuestros resultados, tenemos que variables como laneF, laneP, swimtimeP, pointP y daytimeP destacan con altos valores en MeanDecreaseGini, lo que sugiere que son las más relevantes para el modelo. Sin embargo, algunas variables, como heatF y otras con valores cercanos a cero o negativos, no aportan información significativa y podrían considerarse menos importantes. La presencia de valores negativos en MeanDecreaseAccuracy sugiere que algunas variables podrían introducir ruido o no ser informativas para el modelo.

rm(var_importance,pred_rf_train, clase_pred_rf_train,cf_rf_train,pred_rf_test,clase_pred_rf_test ,cf_rf_test)

Modelo 2

Realizamos un segundo modelo con el objetivo de mejorar el rendimiento del Random Forest anterior.

set.seed(213)
rf2 <- randomForest(
  target ~ ., 
  data = df_random, 
  importance = TRUE, 
  proximity = TRUE,
  ntree = 90, 
  mtry = 7
)

Generamos el gráfico de los errores de clasificación a lo largo del número de árboles en el modelo Random Forest. Se muestra cómo evoluciona el error (tanto general como para cada clase, si es una tarea de clasificación) a medida que se agregan más árboles.

# Graficar el error
plot(rf2)
legend("right", colnames(rf1$err.rate), lty = 1:5, col = 1:6)

Implementamos la predicción con el modelo de Random Forest (rf2) en los conjuntos de train y test. Ajustamos el umbral de decisión a 0.66.

# Predicción en el conjunto de entrenamiento
pred_rf_train <- predict(rf2, df_random, type = "prob")[, 2]  
clase_pred_rf_train <- ifelse(pred_rf_train > 0.7, "1", "0")  
cf_rf_train <- caret::confusionMatrix(as.factor(clase_pred_rf_train), as.factor(df_random$target), positive = "1")
print(cf_rf_train)
## Confusion Matrix and Statistics
## 
##           Reference
## Prediction   0   1
##          0  83   4
##          1   0 108
##                                           
##                Accuracy : 0.9795          
##                  95% CI : (0.9483, 0.9944)
##     No Information Rate : 0.5744          
##     P-Value [Acc > NIR] : <2e-16          
##                                           
##                   Kappa : 0.9583          
##                                           
##  Mcnemar's Test P-Value : 0.1336          
##                                           
##             Sensitivity : 0.9643          
##             Specificity : 1.0000          
##          Pos Pred Value : 1.0000          
##          Neg Pred Value : 0.9540          
##              Prevalence : 0.5744          
##          Detection Rate : 0.5538          
##    Detection Prevalence : 0.5538          
##       Balanced Accuracy : 0.9821          
##                                           
##        'Positive' Class : 1               
## 

Tras varias pruebas en consola, hemos observado que el mejor valor que discriminaba las dos categorías es con 0.7 como corte. Obtenemos medidas de rendimiento prácticamente perfectas. Vamos a realizar también su ajuste en 3 cortes, con el objetivo de tener mejores predicciones en test.

# Obtener las probabilidades de predicción
pred_rf_train <- predict(rf2, df_random, type = "prob")[, 2] 

# Dividir en 3 grupos según los cortes: 0-0.50, 0.50-0.7 y 0.7-1
clase_pred_rf_train <- cut(pred_rf_train, 
                          breaks = c(-Inf, 0.50, 0.7, Inf), 
                          labels = c("0", "Medium", "1"))

table(clase_pred_rf_train, df_random$target)
##                    
## clase_pred_rf_train   0   1
##              0       83   0
##              Medium   0   4
##              1        0 108

Evaluamos en test el posible sobreajuste de este modelo y si realmente es mejor o peor establecer dos dos umbrales adicionales.

# prueba

pred_rf_test <- predict(rf2, df_test_random, type = "prob")[, 2] 
clase_pred_rf_test <- ifelse(pred_rf_test > 0.7, "1","0")   

cf_rf_test <- caret::confusionMatrix(as.factor(clase_pred_rf_test), as.factor(df_test_random$target), positive = "1")
print(cf_rf_test)
## Confusion Matrix and Statistics
## 
##           Reference
## Prediction  0  1
##          0 22 14
##          1  2 11
##                                           
##                Accuracy : 0.6735          
##                  95% CI : (0.5246, 0.8005)
##     No Information Rate : 0.5102          
##     P-Value [Acc > NIR] : 0.01537         
##                                           
##                   Kappa : 0.3531          
##                                           
##  Mcnemar's Test P-Value : 0.00596         
##                                           
##             Sensitivity : 0.4400          
##             Specificity : 0.9167          
##          Pos Pred Value : 0.8462          
##          Neg Pred Value : 0.6111          
##              Prevalence : 0.5102          
##          Detection Rate : 0.2245          
##    Detection Prevalence : 0.2653          
##       Balanced Accuracy : 0.6783          
##                                           
##        'Positive' Class : 1               
## 

El rendimiento del modelo ha mejorado en comparación con el random forest anterior. Este modelo presenta mejor desempeño en la identificación de negativos (especificidad) y ligeras mejoras en la exactitud.

A continuación, comprobamos en test creando disintas clases dependiendo la probabilidad.

# Obtener las probabilidades de predicción
pred_rf_test <- predict(rf2, df_test_random, type = "prob")[, 2] 

# Dividir en 3 grupos según los cortes: 0-0.50, 0.50-0.7 y 0.7-1
clase_pred_rf_test <- cut(pred_rf_test, 
                          breaks = c(-Inf, 0.50, 0.7, Inf), 
                          labels = c("0", "Medium", "1"))

table(clase_pred_rf_test, df_test_random$target)
##                   
## clase_pred_rf_test  0  1
##             0      13  8
##             Medium  9  6
##             1       2 11

De esta forma, dejamos sin clasificar positiva o negativamente a 15 personas, las posicionamos en “incertidumbre”. Esto nos reduce el error de falsos negativos de un 38,8% a un 33,33%. El umbral para afirmar que el nadador bajará de tiempo es el mismo. Por lo que en este sentido no cambia.

rm(pred_rf_train, clase_pred_rf_train,cf_rf_train,pred_rf_test,clase_pred_rf_test ,cf_rf_test,roc_curve,best_threshold )

Modelo 3.

Con el objetivo de mejorar nuestro modelo de Random Forest, realizaremos algunas modificaciones:

  • Estandarizar los datos. Aunque Random Forest no suele ser tan sensible a la escala de las variables como otros modelos (como KNN por ejemplo), a veces normalizar o estandarizar las variables puede mejorar el rendimiento,

  • Ajustar parámetros como ntree, mtry y nodesize.

    • ntree: número de árboles en el bosque. Cuantos más árboles haya, mejor será la estabilidad y precisión del modelo, pero también aumentará el tiempo de cómputo. Aumentamos en este modelo el valor, ya que lo teníamos en 20.
    • mtry: número de variables aleatorias que se consideran para cada división en un árbol. Un valor demasiado bajo puede subajustar, mientras que un valor demasiado alto puede hacer que los árboles se sobreajusten. Usualmente se toma el valor de la raiz cuadrada del número de predictores. En este modelo, se probarán distintos valores y se establecerá el mejor de ellos. Los valores irán de 3 a 9, rangos lógicos para este problema.
    • nodesize: número mínimo de observaciones en cada nodo terminal de un árbol. Un valor bajo puede llevar a árboles más complejos, pero también puede resultar en sobreajuste.El valor por dfecto es 1, con lo que aumentaremos dicho valor en búsqueda de unos resultados mejores.
  • Utilizar la validación cruzada para obtener predicciones más robustas y evitar el sobreajuste.

set.seed(123)
#Estandarizo
preProc <- preProcess(df_random[, -which(names(df_random) == "target","distance")], 
                      method = c("center", "scale"))

# Aplicar la estandarización a los datos
df_random_std <- predict(preProc, df_random)
preProc <- preProcess(df_test_random[, -which(names(df_test_random) == "target","distance")], 
                      method = c("center", "scale"))
df_random_test_std<- predict(preProc, df_test_random)

# Crear control de validación cruzada (10 pliegues)
train_control <- trainControl(method = "cv", 
                              number = 10,  
                              search = "grid",  # Usar búsqueda en cuadrícula
                              savePredictions = "final")


# Búsqueda para el parámetro mtry (número de predictores por división)
tune_grid <- expand.grid(.mtry = c(3,4, 5,6, 7,8, 9))  

# Ajustar el modelo Random Forest usando validación cruzada y búsqueda de parámetros
rf_model <- randomForest(
  target ~ .,                 
  data = df_random_std,       
  method = "rf", 
  metric="Spec",    # Optimizar la especificidad
  trControl = train_control, 
  tuneGrid = tune_grid, # Búsqueda para mtry
  ntree = 200          # Número de árboles en el modelo
)


plot(rf_model)

# Asegurar que target sea un factor en ambos conjuntos de datos
df_random$target <- as.factor(df_random$target)
df_test_random$target <- as.factor(df_test_random$target)

# Predicción en el conjunto de entrenamiento
pred_rf_train <- predict(rf_model, df_random_std, type = "prob")[, 2]
clase_pred_rf_train <- factor(ifelse(pred_rf_train > 0.5, "1", "0"), levels = c("0", "1"))

# Matriz de confusión para el conjunto de entrenamiento
cf_rf_train <- caret::confusionMatrix(clase_pred_rf_train, df_random_std$target, positive= "1")
print(cf_rf_train)
## Confusion Matrix and Statistics
## 
##           Reference
## Prediction   0   1
##          0  83   0
##          1   0 112
##                                      
##                Accuracy : 1          
##                  95% CI : (0.9813, 1)
##     No Information Rate : 0.5744     
##     P-Value [Acc > NIR] : < 2.2e-16  
##                                      
##                   Kappa : 1          
##                                      
##  Mcnemar's Test P-Value : NA         
##                                      
##             Sensitivity : 1.0000     
##             Specificity : 1.0000     
##          Pos Pred Value : 1.0000     
##          Neg Pred Value : 1.0000     
##              Prevalence : 0.5744     
##          Detection Rate : 0.5744     
##    Detection Prevalence : 0.5744     
##       Balanced Accuracy : 1.0000     
##                                      
##        'Positive' Class : 1          
## 
# Predicción en el conjunto de prueba
pred_rf_test <- predict(rf_model, df_random_test_std, type = "prob")[, 2]
clase_pred_rf_test <- factor(ifelse(pred_rf_test > 0.5, "1", "0"), levels = c("0", "1"))

# Matriz de confusión para el conjunto de prueba
cf_rf_test <- caret::confusionMatrix(clase_pred_rf_test, as.factor(df_random_test_std$target),positive="1")
print(cf_rf_test)
## Confusion Matrix and Statistics
## 
##           Reference
## Prediction  0  1
##          0 10 12
##          1 14 13
##                                           
##                Accuracy : 0.4694          
##                  95% CI : (0.3253, 0.6173)
##     No Information Rate : 0.5102          
##     P-Value [Acc > NIR] : 0.7625          
##                                           
##                   Kappa : -0.0634         
##                                           
##  Mcnemar's Test P-Value : 0.8445          
##                                           
##             Sensitivity : 0.5200          
##             Specificity : 0.4167          
##          Pos Pred Value : 0.4815          
##          Neg Pred Value : 0.4545          
##              Prevalence : 0.5102          
##          Detection Rate : 0.2653          
##    Detection Prevalence : 0.5510          
##       Balanced Accuracy : 0.4683          
##                                           
##        'Positive' Class : 1               
## 

Tenemos una precisión en torno al 53%. Sin embargo, si nuestro objetivo es minimizar los falsos positivos este es el mejor modelo. Teniendo como criterio de medida la especificidad, obtenemos un 91% en los datos de test. Podría considerarse un buen modelo para nuestro objetivo porque, si predice que mejora, realmente hay una gran probabilidad de acierto.

rm(pred_rf_test, pred_rf_train, clase_pred_rf_test, clase_pred_rf_train, train_control, tune_grid, preProc, cf_rf_test, cf_rf_train)

Conclusiones del Random Forest

  1. Random Forest 1:

Se entrenó utilizando todas las variables disponibles y una configuración básica con 20 árboles y 6 variables por división.

Su desempeño fue perfecto en el conjunto de entrenamiento, lo que indica sobreajuste. En el conjunto de prueba, el rendimiento fue bajo, mostrando mala generalización.

Las variables más importantes según “MeanDecreaseAccuracy” y “MeanDecreaseGini” fueron laneF, laneP, swimtimeP, pointP, y daytimeP.

El modelo tiene limitaciones significativas debido al sobreajuste y no es apto para generalización en nuevos datos.

  1. Random Forest 2:

Ajustamos el modelo básico aumentando el número de árboles (ntree = 90) y variables por división, además de definir un umbral óptimo para maximizar el rendimiento.

Obtuvimos una mejor capacidad de generalización en comparación con el Modelo 1.

Ajustando el umbral a 0.7, se observó una mejora en la especificidad (capacidad para identificar correctamente los negativos).

Una estrategia adicional dividió los resultados en tres grupos: probabilidad baja, media e incierta. Esto redujo el error en falsos negativos (de 38.8% a 33.33%). Este modelo es más balanceado y logra un mejor compromiso entre especificidad y sensibilidad.

  1. Random Forest 3:

Se incluyó estandarización de datos, validación cruzada, y ajustes en parámetros como ntree = 200, mtry entre 3 y 9, y aumento del tamaño mínimo de nodos terminales. En este caso, buscamos optimizar la especificidad.

Aunque no es el más preciso, la especificidad es alta.

pred_rf_test1 <- predict(rf1, df_test_random, type = "prob")[, 2]
roc_rf1 <- roc(df_test_random$target, pred_rf_test1)
## Setting levels: control = 0, case = 1
## Setting direction: controls < cases
pred_rf_test2 <- predict(rf2, df_test_random, type = "prob")[, 2]
roc_rf2 <- roc(df_test_random$target, pred_rf_test2)
## Setting levels: control = 0, case = 1
## Setting direction: controls < cases
pred_rf_test3 <- predict(rf_model, df_random_test_std, type = "prob")[, 2]
roc_rf3 <- roc(df_test_random$target, pred_rf_test3)
## Setting levels: control = 0, case = 1
## Setting direction: controls > cases
auc_rf1 <- pROC::auc(roc_rf1)
auc_rf2 <- pROC::auc(roc_rf2)
auc_rf3 <- pROC::auc(roc_rf3)

# Imprimir los valores de AUC
cat("AUC Modelo 1:", auc_rf1, "\n")
## AUC Modelo 1: 0.5458333
cat("AUC Modelo 2:", auc_rf2, "\n")
## AUC Modelo 2: 0.65
cat("AUC Modelo 3:", auc_rf3, "\n")
## AUC Modelo 3: 0.4916667
# Graficar las curvas ROC
plot.roc(roc_rf1, col = "blue", lwd = 2, main = "Comparación de Curvas ROC - Random Forest",
     xlab = "Especificidad", ylab = "Sensibilidad", xlim = c(1, 0), ylim = c(0, 1))
lines(roc_rf2, col = "red", lwd = 2)
lines(roc_rf3, col = "green", lwd = 2)

# Línea de referencia
abline(a = 0, b = 1, col = "gray", lty = 2)

# Leyenda
legend("bottomright", legend = c("Modelo 1 RF", "Modelo 2 RF", "Modelo 3 RF"),
       col = c("blue", "red", "green"), lwd = 2, cex = 0.8)

En definitiva, el Modelo 2 es el mejor de los tres, al tener un mayor valor de AUC, lo que indica un mejor desempeño global. Presenta un balance adecuado entre sensibilidad y especificidad, especialmente tras ajustar el umbral de decisión. Es un modelo más robusto en términos de generalización, con menos riesgo de sobreajuste que el Modelo 1 y mejores predicciones globales que el Modelo 3.

rm(auc_rf1, auc_rf2, auc_rf3, pred_rf_test1, pred_rf_test2, pred_rf_test3, roc_rf3, roc_rf2, roc_rf1)

Técnica SHAP

La técnica SHAP (SHapley Additive exPlanations) descompone la predicción de un modelo en contribuciones atribuibles a cada característica. Es una técnica de interpretabilidad, que da respuesta al por qué del valor de la predicción de una observación o qué impacto tiene cada caracterísitica en dicha perdicción. Esta técnica está basada en la teoría de juegos. Se calculan los valores de Shapley, que determinan cuánto contribuye cada característica en un modelo predictivo, considerando todas las combinaciones posibles de características.

Una de las grandes ventajas de esta técnica es su interpretabilidad global y local.

  • Global: Muestra cuáles son las características más importantes a nivel general en el modelo.

  • Local: Explica por qué el modelo hizo una predicción específica para un caso individual.

Para entender correctamente qué características han contribuido predominantemente en nuestros modelos, veremos en primer lugar la técnica SHAP con el Random Forest de 4 variables. Posteriormente lo veremos con el Random Forest optimizado según su especificidad.

Uso en modelo 2 (RF).

Elegimos el modelo de Random Forest y creamos un predictor. Este predictor conectará la técnica SHAP con el modelo que hemos elegido, separando la variable objetivo de las explicativas.

# Crear un predictor para el modelo
predictor_rf2 <- Predictor$new(
  model = rf2,
  data = df_random[,-1],  # Variables explicativas
  y = as.factor(df_random$target)                                                  # Variable objetivo
)

A continuación, elegimos una fila específica para calcular y ver sus valores SHAP. Pero antes de ello, voy a ver qué predicción hace mi modelo para la primera fila:

predict(rf2, df_random[1,], type = "prob")[,2]
## [1] 0.1555556

Luego, es una fila a la que le predice que NO baja de tiempo. Lo tendremos en cuenta a la hora de interpretar el siguiente gráfico.

# Calcular valores SHAP para una observación específica (primera fila)
shap_rf2 <- Shapley$new(
  predictor = predictor_rf2,
  x.interest = df_random[1,-1]
)

# Mostrar los valores SHAP calculados
shap_rf2$results
##              feature class   phi    phi.var           feature.value
## 1           distance     0  0.02 0.01979798            distance=200
## 2             stroke     0  0.06 0.07717172           stroke=BREAST
## 3             gender     0  0.01 0.01000000                gender=F
## 4         continente     0  0.03 0.02939394       continente=Europe
## 5              heatF     0  0.00 0.00000000                 heatF=1
## 6              laneF     0  0.07 0.06575758                 laneF=6
## 7               edad     0  0.02 0.01979798                 edad=22
## 8              heatP     0  0.02 0.01979798                 heatP=1
## 9              laneP     0  0.17 0.16272727                 laneP=6
## 10            pointP     0 -0.01 0.03020202              pointP=926
## 11     reactiontimeP     0  0.00 0.00000000      reactiontimeP=0.75
## 12         swimtimeP     0 -0.04 0.03878788        swimtimeP=142.72
## 13          daytimeP     0  0.00 0.00000000           daytimeP=1751
## 14   mediaParcialesP     0  0.09 0.08272727   mediaParcialesP=35.68
## 15 medianaParcialesP     0  0.07 0.10616162 medianaParcialesP=36.54
## 16  maximoParcialesP     0  0.01 0.03020202   maximoParcialesP=36.9
## 17  minimoParcialesP     0  0.11 0.09888889  minimoParcialesP=32.74
## 18          distance     1 -0.02 0.01979798            distance=200
## 19            stroke     1 -0.06 0.07717172           stroke=BREAST
## 20            gender     1 -0.01 0.01000000                gender=F
## 21        continente     1 -0.03 0.02939394       continente=Europe
## 22             heatF     1  0.00 0.00000000                 heatF=1
## 23             laneF     1 -0.07 0.06575758                 laneF=6
## 24              edad     1 -0.02 0.01979798                 edad=22
## 25             heatP     1 -0.02 0.01979798                 heatP=1
## 26             laneP     1 -0.17 0.16272727                 laneP=6
## 27            pointP     1  0.01 0.03020202              pointP=926
## 28     reactiontimeP     1  0.00 0.00000000      reactiontimeP=0.75
## 29         swimtimeP     1  0.04 0.03878788        swimtimeP=142.72
## 30          daytimeP     1  0.00 0.00000000           daytimeP=1751
## 31   mediaParcialesP     1 -0.09 0.08272727   mediaParcialesP=35.68
## 32 medianaParcialesP     1 -0.07 0.10616162 medianaParcialesP=36.54
## 33  maximoParcialesP     1 -0.01 0.03020202   maximoParcialesP=36.9
## 34  minimoParcialesP     1 -0.11 0.09888889  minimoParcialesP=32.74

Estima cómo cada característica influye en la predicción del modelo para esta observación. SHAP evalúa el modelo para todas las combinaciones posibles de variables (introduciéndolas o desechándolas). Luego el método promedia estas contribuciones marginales para determinar el impacto de cada característica. De esta forma, tenemos la interpretación local de la primera predicción.

# Gráfico de contribuciones SHAP
plot(shap_rf2)

Representando los resultados para la primera fila tenemos que las variables que influyen en la bajada de tiempos es predominantemente el tiempo máximo de los parciales. En segundo y tercer lugar, el tiempo de los parciales y el número de calle. En último lugar, no parece ser muy influyente el tiempo del parcial (la sesión).

Calculamos ahora los valores SHAP para todas las observaciones

# Calcular valores SHAP para múltiples observaciones
shap_rf2_global <- FeatureImp$new(predictor_rf2, loss = "ce")

# Gráfico de importancia global basado en SHAP
plot(shap_rf2_global)

Vemos como la importancia en el conjunto de datos la obtiene la variable swimtimeP. Es decir, el tiempo de nado de los parciales.

rm(predictor_rf2, shap_rf2)

SHAP para Random Forest 3

Tras ver las contribuciones en el Random Forest de 4 variables, optamos por realizar esta técnica en el Random Forest que incluye todas las variables escaladas. En este caso, será más interpretable puesto que el Random Forest ha sido creado mediante muchos árboles y los parámetros han sido elegidos por optimización. Por tanto, de esta forma podemos ver a nivel general las contribuciones de cada variable.

# Crear un predictor para el modelo
predictor_rf_model <- Predictor$new(
  model = rf_model,
  data = df_random_std, 
  y = df_random_std$target  # Variable objetivo
)

Posteriormente, se calculan los valores SHAP para la primera fila de df_random.

# Calcular valores SHAP para una observación específica (primera fila)
shap_rf_model <- Shapley$new(
  predictor = predictor_rf_model,
  x.interest = df_random_std[1, ]
)

# Mostrar los valores SHAP calculados
shap_rf_model$results
##              feature class   phi    phi.var                      feature.value
## 1             target     0  0.00 0.00000000                           target=0
## 2           distance     0 -0.03 0.02939394                       distance=200
## 3             stroke     0  0.06 0.05696970                      stroke=BREAST
## 4             gender     0  0.00 0.00000000                           gender=F
## 5         continente     0  0.02 0.01979798                  continente=Europe
## 6              heatF     0  0.00 0.00000000                            heatF=1
## 7              laneF     0  0.04 0.05898990                            laneF=6
## 8               edad     0  0.01 0.01000000            edad=-0.337715372607985
## 9              heatP     0  0.02 0.01979798                            heatP=1
## 10             laneP     0  0.12 0.10666667                            laneP=6
## 11            pointP     0  0.02 0.01979798           pointP=0.183909382095151
## 12     reactiontimeP     0  0.00 0.00000000       reactiontimeP=1.001559094077
## 13         swimtimeP     0 -0.01 0.03020202      swimtimeP=-0.0804136984669411
## 14          daytimeP     0  0.03 0.02939394         daytimeP=0.373709609067202
## 15   mediaParcialesP     0  0.09 0.08272727   mediaParcialesP=2.07649833324938
## 16 medianaParcialesP     0  0.06 0.07717172 medianaParcialesP=2.25652243838443
## 17  maximoParcialesP     0  0.02 0.04000000  maximoParcialesP=1.58745267174678
## 18  minimoParcialesP     0  0.10 0.09090909  minimoParcialesP=2.31125538004649
## 19            target     1  0.00 0.00000000                           target=0
## 20          distance     1  0.03 0.02939394                       distance=200
## 21            stroke     1 -0.06 0.05696970                      stroke=BREAST
## 22            gender     1  0.00 0.00000000                           gender=F
## 23        continente     1 -0.02 0.01979798                  continente=Europe
## 24             heatF     1  0.00 0.00000000                            heatF=1
## 25             laneF     1 -0.04 0.05898990                            laneF=6
## 26              edad     1 -0.01 0.01000000            edad=-0.337715372607985
## 27             heatP     1 -0.02 0.01979798                            heatP=1
## 28             laneP     1 -0.12 0.10666667                            laneP=6
## 29            pointP     1 -0.02 0.01979798           pointP=0.183909382095151
## 30     reactiontimeP     1  0.00 0.00000000       reactiontimeP=1.001559094077
## 31         swimtimeP     1  0.01 0.03020202      swimtimeP=-0.0804136984669411
## 32          daytimeP     1 -0.03 0.02939394         daytimeP=0.373709609067202
## 33   mediaParcialesP     1 -0.09 0.08272727   mediaParcialesP=2.07649833324938
## 34 medianaParcialesP     1 -0.06 0.07717172 medianaParcialesP=2.25652243838443
## 35  maximoParcialesP     1 -0.02 0.04000000  maximoParcialesP=1.58745267174678
## 36  minimoParcialesP     1 -0.10 0.09090909  minimoParcialesP=2.31125538004649
plot(shap_rf_model)

Vemos en este caso que las variables que han aportado mayor contribución a la predicción son: tipo de nado, minimo parciales, media parciales, mediana de los parciales y las calles preliminares y finales.

# Calcular valores SHAP para múltiples observaciones
shap_rf_model_global <- FeatureImp$new(predictor_rf_model, loss = "ce")

# Gráfico de importancia global basado en SHAP
plot(shap_rf_model_global)

A nivel global, se observa que las características más influyentes en la predicción son la calle en preliminares y finales, el tiempo total y el estilo de nado. Estas variables son clave para la predicción, ya que, como se observó en un análisis preliminar, ciertos estilos de nado tienden a tener una mayor probabilidad de mejorar en el tiempo final que otros. Además, es razonable suponer que el tiempo en los parciales puede ofrecer una buena indicación del rendimiento en la ronda final. Finalmente, la calle utilizada en la final y semifinal no es seleccionada al azar; los nadadores con mejores tiempos suelen ser asignados a las calles intermedias, lo que introduce un sesgo en esta variable.

rm(predictor_rf_model, shap_rf_model, shap_rf_model_global)

Contrafácticos

El análisis contrafáctico busca entender cómo modificar las características de una observación específica para alterar la predicción del modelo de manera deseada. Este tipo de análisis tiene aplicaciones clave en la explicabilidad del modelo y en la toma de decisiones basada en resultados simulados.

En este caso, aplicaremos contrafácticos al modelo Random Forest (rf1) . Esto permitirá identificar las variables más influyentes y realizar ajustes dirigidos para obtener una probabilidad deseada de mejora en la predicción del nadador.

Para aplicar un análisis contrafáctico, comenzamos seleccionando un registro específico de nuestro conjunto de datos. Este registro representará el caso que queremos estudiar en profundidad. En este ejemplo, elegimos la fila 10 del conjunto df_random:

df_random[10,]
##    target distance stroke gender continente heatF laneF edad heatP laneP pointP
## 10      1      800   FREE      M       Asia     1     7   23     4     5    902
##    reactiontimeP swimtimeP daytimeP mediaParcialesP medianaParcialesP
## 10          0.77    467.87     1030        29.24188             29.61
##    maximoParcialesP minimoParcialesP
## 10            30.24            26.85

Esto nos permite ver las características originales de la observación seleccionada. A partir de esta información, realizaremos cambios en las variables relevantes.

El siguiente código configura el modelo de Random Forest excluyendo la observación de interés (fila 10) del conjunto de entrenamiento para evitar sesgos.

Luego, utilizamos la biblioteca iml para analizar el modelo y buscar contrafácticos.

set.seed(2345)
rf1 <- randomForest(
  target ~ ., 
  data = df_random[-10,], 
  importance = TRUE, 
  proximity = TRUE,
  ntree = 20, 
  mtry = 6
)

# Tenemos que usar iml::Predictor para poner el modelo en el formato adecuado
# type='prob' para tener las probabilidades y no las etiquetas binarizadas
predictor = iml::Predictor$new(rf1, type = "prob") 

# Punto de interés para buscar contrafácticos
x_interest = df_random[10, ]

Obtenemos las probabilidades predichas por el modelo para el punto de interés (x_interest). Esto es útil para interpretar cómo el modelo clasifica ese caso particular antes de generar contrafácticos.

# Predicción de la probabilidad de cada clase
predictor$predict(x_interest) 
##      0    1
## 1 0.15 0.85

Esto significa que el modelo predice un 10% de probabilidad de que el nadador no baje su tiempo.

Esto indica un 90% de probabilidad de que el nadador sí baje su tiempo.

En este caso, el modelo está bastante seguro de que el nadador bajará su tiempo en la final, con una probabilidad alta (90%). Dado que la probabilidad ya está a favor de la clase positiva (1), probablemente no sea necesario generar contrafácticos para modificar esta predicción. No tiene mucho sentido “buscar mejoras” cuando realmente ya hay una probabilidad muy alta de bajar el tiempo. Aunque el objetivo parece estar logrado, podemos explorar qué cambios serán necesarios para aumentar aún más la probabilidad de éxito.

El código utiliza el método MOCClassif para determinar los cambios necesarios en las características de un punto de interés (x_interest) para mover su predicción a una clase deseada con una probabilidad dentro de un rango definido.

Los fixed_features son variables que no queremos modificar en los contrafácticos. En este caso, continente, distancia, edad, y gender están fijas porque podrían ser atributos que no se pueden cambiar. Esto, lo modificaremos posteriormente para distintos objetivos.

# Ahora estudiamos qué factores se deben cambiar para que la probabilidad aumente
# Ponemos las opciones para el algoritmo

moc_classif = MOCClassif$new(
  predictor, epsilon = 0, fixed_features = c("continente", "edad","gender", "distance"))

# Se puede penalizar aquellos individuos que estén más lejos del intervalo deseado que un umbral epsilon.

# Si ponemos epsilon=0 entonces estamos penalizando a todos aquellos individuos cuya predicción está fuera del intervalo deseado

# Con fixed_features se fijan las variables que no se pueden mover
# Hallamos los contrafácticos
cfactuals = moc_classif$find_counterfactuals(
   x_interest, desired_class = "1", desired_prob = c(0.92, 1))
## INFO  [12:37:29.983] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:37:30.229] [bbotk] Result of batch 1:
## INFO  [12:37:30.247] [bbotk]  stroke heatF laneF heatP laneP    pointP reactiontimeP swimtimeP  daytimeP
## INFO  [12:37:30.247] [bbotk]  MEDLEY     1     7     4     5 1012.6437     0.7700000 562.02530 1040.2745
## INFO  [12:37:30.247] [bbotk]  BREAST     9     7     4     5  880.1831     0.7700000 635.91207 1030.0000
## INFO  [12:37:30.247] [bbotk]    FREE     5     7     4     5  970.4447     0.7700000 467.87000 1880.2663
## INFO  [12:37:30.247] [bbotk]  BREAST     1     7     4     5 1016.8378     0.7700000 921.86450 1219.0538
## INFO  [12:37:30.247] [bbotk]     FLY     3     7     4     5  943.1358     0.7700000 467.87000  950.5122
## INFO  [12:37:30.247] [bbotk]  MEDLEY     6     7     4     5  987.8580     0.7700000 467.87000 1506.5468
## INFO  [12:37:30.247] [bbotk]    BACK     1     7     7     5  945.2935     0.7264623 467.87000 1668.8802
## INFO  [12:37:30.247] [bbotk]    FREE    12     7     4     5 1002.7327     0.7106191 467.87000 1655.3464
## INFO  [12:37:30.247] [bbotk]     FLY     7     7     4     5  998.4688     0.7700000 854.57192 1030.0000
## INFO  [12:37:30.247] [bbotk]    BACK     5     7     4     5  914.1718     0.8601208 467.87000 1317.6734
## INFO  [12:37:30.247] [bbotk]  MEDLEY    10     7     4     5  856.1524     0.7700000 228.10564  931.1306
## INFO  [12:37:30.247] [bbotk]    FREE     1     7     4     5  998.7041     0.7700000  97.07963 1007.3890
## INFO  [12:37:30.247] [bbotk]    BACK    12     7     4     5 1010.0413     0.7700000 467.87000 1612.7860
## INFO  [12:37:30.247] [bbotk]  BREAST     2     7     4     5  922.8057     0.7700000 467.87000 1322.7429
## INFO  [12:37:30.247] [bbotk]    FREE     1     7     6     5 1002.9137     0.7700000 467.87000 1553.1555
## INFO  [12:37:30.247] [bbotk]  MEDLEY     7     7     4     5  922.9320     0.7700000  38.32716 1053.0257
## INFO  [12:37:30.247] [bbotk]    FREE     1     7     4     5 1015.0904     0.7872063 467.87000 1487.7292
## INFO  [12:37:30.247] [bbotk]    BACK     1     7     1     5  872.4445     0.6096518 467.87000 1375.7783
## INFO  [12:37:30.247] [bbotk]    BACK     1     7     4     5  912.2893     0.7700000 467.87000 1030.0000
## INFO  [12:37:30.247] [bbotk]  MEDLEY     1     7     7     5  917.1662     0.7356299 467.87000 1030.0000
## INFO  [12:37:30.247] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:37:30.247] [bbotk]         29.24188          29.61000         30.24000         26.85000   1  NA
## INFO  [12:37:30.247] [bbotk]         21.78679          29.61000         30.24000         26.85000   1  NA
## INFO  [12:37:30.247] [bbotk]         29.24188          35.96930         30.24000         26.85000   1  NA
## INFO  [12:37:30.247] [bbotk]         29.97960          29.61000         30.24000         26.85000   1  NA
## INFO  [12:37:30.247] [bbotk]         34.87895          29.61000         28.72584         25.07017   1  NA
## INFO  [12:37:30.247] [bbotk]         29.24188          29.61000         30.24000         26.05560   1  NA
## INFO  [12:37:30.247] [bbotk]         29.24188          29.61000         30.24000         33.03252   1  NA
## INFO  [12:37:30.247] [bbotk]         29.65534          29.61000         30.24000         26.85000   1  NA
## INFO  [12:37:30.247] [bbotk]         29.24188          35.36969         33.15669         29.24037   1  NA
## INFO  [12:37:30.247] [bbotk]         29.24188          29.61000         30.24000         23.12736   1  NA
## INFO  [12:37:30.247] [bbotk]         29.24188          29.61000         39.70451         26.85000   1  NA
## INFO  [12:37:30.247] [bbotk]         29.24188          26.95894         30.24000         23.25470   1  NA
## INFO  [12:37:30.247] [bbotk]         29.24188          24.80029         30.24000         26.85000   1  NA
## INFO  [12:37:30.247] [bbotk]         29.24188          26.17179         30.24000         28.19356   1  NA
## INFO  [12:37:30.247] [bbotk]         29.24188          29.61000         27.52861         26.85000   1  NA
## INFO  [12:37:30.247] [bbotk]         29.24188          29.61000         30.24000         26.85000   1  NA
## INFO  [12:37:30.247] [bbotk]         30.84259          29.61000         30.24000         26.85000   1  NA
## INFO  [12:37:30.247] [bbotk]         29.24188          29.61000         30.24000         26.85000   1  NA
## INFO  [12:37:30.247] [bbotk]         29.24188          34.86959         24.21137         26.85000   1  NA
## INFO  [12:37:30.247] [bbotk]         34.06499          29.61000         24.92072         26.85000   1  NA
## INFO  [12:37:30.247] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:37:30.247] [bbotk]     1        0.02      0.10447773          4  0.3010615
## INFO  [12:37:30.247] [bbotk]     2        0.12      0.16632536          5  0.3653393
## INFO  [12:37:30.247] [bbotk]     3        0.27      0.15908722          4  0.3262235
## INFO  [12:37:30.247] [bbotk]     4        0.12      0.14205017          5  0.2863881
## INFO  [12:37:30.247] [bbotk]     5        0.37      0.17379751          7  0.3667867
## INFO  [12:37:30.247] [bbotk]     6        0.00      0.18084942          5  0.3553314
## INFO  [12:37:30.247] [bbotk]     7        0.02      0.20979705          6  0.2651582
## INFO  [12:37:30.247] [bbotk]     8        0.00      0.14368309          5  0.3271950
## INFO  [12:37:30.247] [bbotk]     9        0.47      0.21920942          7  0.3759927
## INFO  [12:37:30.247] [bbotk]    10        0.27      0.17279168          6  0.3456981
## INFO  [12:37:30.247] [bbotk]    11        0.27      0.18418888          6  0.3337423
## INFO  [12:37:30.247] [bbotk]    12        0.22      0.08694835          5  0.2803977
## INFO  [12:37:30.247] [bbotk]    13        0.12      0.20977927          5  0.3214303
## INFO  [12:37:30.247] [bbotk]    14        0.27      0.16279236          6  0.3056950
## INFO  [12:37:30.247] [bbotk]    15        0.02      0.13462626          4  0.2707040
## INFO  [12:37:30.247] [bbotk]    16        0.17      0.15303426          5  0.3495203
## INFO  [12:37:30.247] [bbotk]    17        0.00      0.07708940          4  0.2613077
## INFO  [12:37:30.247] [bbotk]    18        0.17      0.17520385          5  0.2040448
## INFO  [12:37:30.247] [bbotk]    19        0.42      0.10164746          4  0.2965488
## INFO  [12:37:30.247] [bbotk]    20        0.17      0.16497443          6  0.2898202
## INFO  [12:37:30.511] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:37:30.752] [bbotk] Result of batch 2:
## INFO  [12:37:30.760] [bbotk]  stroke heatF laneF heatP laneP    pointP reactiontimeP swimtimeP  daytimeP
## INFO  [12:37:30.760] [bbotk]  MEDLEY     1     7     4     5  957.1159     0.7700000 245.36725 1506.5468
## INFO  [12:37:30.760] [bbotk]  MEDLEY     1     7     4     5  902.0000     0.7762093 172.41252 1718.0244
## INFO  [12:37:30.760] [bbotk]    FREE     9     2     4     5  967.5172     0.7495325 467.87000 1030.0000
## INFO  [12:37:30.760] [bbotk]    FREE     1     7     4     5  902.0000     0.7872063 467.87000 1487.7292
## INFO  [12:37:30.760] [bbotk]    FREE     1     7     1     5  913.2043     0.7700000 467.87000 1030.0000
## INFO  [12:37:30.760] [bbotk]    FREE     1     8     4     2  970.5839     0.7700000 955.44658 1030.0000
## INFO  [12:37:30.760] [bbotk]    FREE     1     4     4     8  914.5613     0.7700000 829.54521 1203.9905
## INFO  [12:37:30.760] [bbotk]  BREAST     1     7     4     5 1012.2870     0.7700000 467.87000 1019.7668
## INFO  [12:37:30.760] [bbotk]    FREE     9     7     4     4  902.0000     0.7700000 595.38665  935.0499
## INFO  [12:37:30.760] [bbotk]    FREE    10     7     4     5  890.8221     0.7700000 467.87000 1030.0000
## INFO  [12:37:30.760] [bbotk]  MEDLEY     1     7     4     6  873.0250     0.7700000 854.57192 1030.0000
## INFO  [12:37:30.760] [bbotk]    FREE     1     7     4     5  998.7041     0.7700000  97.07963 1007.3890
## INFO  [12:37:30.760] [bbotk]    FREE     1     0     4     5  932.3141     0.7700000 468.93924 1030.0000
## INFO  [12:37:30.760] [bbotk]  BREAST     2     7    12     0  902.0000     0.7700000 645.31781 1279.1164
## INFO  [12:37:30.760] [bbotk]    FREE     1     7     4     5 1008.0628     0.7700000 467.87000 1593.2946
## INFO  [12:37:30.760] [bbotk]    FREE     6     7     6     5  902.0000     0.7700000 467.87000 1030.0000
## INFO  [12:37:30.760] [bbotk]  BREAST     9     1     4     5  902.0000     0.7700000 446.98302 1030.0000
## INFO  [12:37:30.760] [bbotk]    FREE     5     7     4     5  883.2455     0.7700000 630.88500 1030.0000
## INFO  [12:37:30.760] [bbotk]  MEDLEY     1     7    10     5 1020.2830     0.7700000 467.87000 1328.5211
## INFO  [12:37:30.760] [bbotk]    FREE     7     7     7     5  892.2231     0.7014888 467.87000 1122.4099
## INFO  [12:37:30.760] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:37:30.760] [bbotk]         29.24188          29.61000         30.24000         26.05560   2  NA
## INFO  [12:37:30.760] [bbotk]         29.24188          29.61000         24.91405         26.85000   2  NA
## INFO  [12:37:30.760] [bbotk]         29.24188          25.67905         30.24000         26.85000   2  NA
## INFO  [12:37:30.760] [bbotk]         30.84259          29.61000         30.24000         26.85000   2  NA
## INFO  [12:37:30.760] [bbotk]         29.24188          29.61000         30.24000         26.64535   2  NA
## INFO  [12:37:30.760] [bbotk]         29.24188          27.43656         30.24000         26.85000   2  NA
## INFO  [12:37:30.760] [bbotk]         29.24188          29.78786         30.24000         26.85000   2  NA
## INFO  [12:37:30.760] [bbotk]         30.09205          28.89381         26.14502         26.85000   2  NA
## INFO  [12:37:30.760] [bbotk]         29.24188          22.99469         32.50281         26.85000   2  NA
## INFO  [12:37:30.760] [bbotk]         33.90496          29.61000         37.51973         26.85000   2  NA
## INFO  [12:37:30.760] [bbotk]         29.24188          29.61000         32.98771         29.24037   2  NA
## INFO  [12:37:30.760] [bbotk]         29.24188          26.95894         30.24000         23.25470   2  NA
## INFO  [12:37:30.760] [bbotk]         29.24188          29.05502         30.24000         28.42681   2  NA
## INFO  [12:37:30.760] [bbotk]         23.30457          21.99111         30.24000         28.93932   2  NA
## INFO  [12:37:30.760] [bbotk]         29.24188          30.77725         30.24000         26.85000   2  NA
## INFO  [12:37:30.760] [bbotk]         29.24188          25.52085         32.28879         26.85000   2  NA
## INFO  [12:37:30.760] [bbotk]         29.24188          29.61000         30.24000         26.85000   2  NA
## INFO  [12:37:30.760] [bbotk]         30.77521          35.81607         30.24000         26.85000   2  NA
## INFO  [12:37:30.760] [bbotk]         29.24188          23.08705         30.24000         29.95389   2  NA
## INFO  [12:37:30.760] [bbotk]         29.24188          29.61000         30.24000         30.24006   2  NA
## INFO  [12:37:30.760] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:37:30.760] [bbotk]    21        0.00      0.12490016          5  0.2718462
## INFO  [12:37:30.760] [bbotk]    22        0.12      0.13626659          5  0.2819499
## INFO  [12:37:30.760] [bbotk]    23        0.27      0.15945074          5  0.2305742
## INFO  [12:37:30.760] [bbotk]    24        0.02      0.03701484          3  0.2364335
## INFO  [12:37:30.760] [bbotk]    25        0.07      0.06382362          3  0.1996717
## INFO  [12:37:30.760] [bbotk]    26        0.42      0.18054831          5  0.2481482
## INFO  [12:37:30.760] [bbotk]    27        0.07      0.15567556          6  0.2390102
## INFO  [12:37:30.760] [bbotk]    28        0.27      0.11754217          6  0.2837939
## INFO  [12:37:30.760] [bbotk]    29        0.17      0.16397370          6  0.3041173
## INFO  [12:37:30.760] [bbotk]    30        0.07      0.10457389          4  0.3039925
## INFO  [12:37:30.760] [bbotk]    31        0.17      0.17243206          6  0.2476727
## INFO  [12:37:30.760] [bbotk]    32        0.22      0.08694835          5  0.2803977
## INFO  [12:37:30.760] [bbotk]    33        0.12      0.07971817          5  0.2163539
## INFO  [12:37:30.760] [bbotk]    34        0.37      0.32570548          9  0.4222942
## INFO  [12:37:30.760] [bbotk]    35        0.00      0.07612989          3  0.2676825
## INFO  [12:37:30.760] [bbotk]    36        0.27      0.13988655          4  0.2793571
## INFO  [12:37:30.760] [bbotk]    37        0.22      0.17776303          4  0.3182604
## INFO  [12:37:30.760] [bbotk]    38        0.27      0.10590441          5  0.3053230
## INFO  [12:37:30.760] [bbotk]    39        0.07      0.21850263          6  0.3306052
## INFO  [12:37:30.760] [bbotk]    40        0.02      0.15494584          6  0.2824691
## INFO  [12:37:31.183] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:37:31.407] [bbotk] Result of batch 3:
## INFO  [12:37:31.414] [bbotk]  stroke heatF laneF heatP laneP    pointP reactiontimeP swimtimeP daytimeP
## INFO  [12:37:31.414] [bbotk]    FREE     1     7     4     5 1002.7327     0.7700000  467.8700 1030.000
## INFO  [12:37:31.414] [bbotk]  MEDLEY     3     7     6     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:37:31.414] [bbotk]    FREE     1     7     4     5 1021.3842     0.7117612  467.8700 1319.859
## INFO  [12:37:31.414] [bbotk]    FREE     9     7     4     5  888.8496     0.7700000  584.0429 1320.304
## INFO  [12:37:31.414] [bbotk]    FREE     1     7     4     5  902.0000     0.7762093  172.4125 1718.024
## INFO  [12:37:31.414] [bbotk]    FREE     1     7     2     7  902.0000     0.7988665  444.6978 1030.000
## INFO  [12:37:31.414] [bbotk]    FREE     1     7     4     5  898.1513     0.7700000  467.8700 1285.887
## INFO  [12:37:31.414] [bbotk]  BREAST     6     7     4     5  987.8580     0.7700000  467.8700 1030.000
## INFO  [12:37:31.414] [bbotk]    FREE     1     7     4     5 1007.1410     0.7700000  459.3941 1468.071
## INFO  [12:37:31.414] [bbotk]    FREE     1     7     9     5  902.0000     0.7824660  469.8750 1030.000
## INFO  [12:37:31.414] [bbotk]  BREAST     1     7     4     5  939.0975     0.7700000  402.4963 1030.000
## INFO  [12:37:31.414] [bbotk]    FREE     1     7    10     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:37:31.414] [bbotk]  MEDLEY     1     9     4     5  902.0000     0.7700000  852.4097 1147.360
## INFO  [12:37:31.414] [bbotk]    FREE     1     6    10     5  983.1644     0.7379786  467.8700 1177.401
## INFO  [12:37:31.414] [bbotk]    FREE     7     7     4     0  878.1121     0.7803212  467.8700 1886.344
## INFO  [12:37:31.414] [bbotk]  MEDLEY     1     1     4     1  875.9714     0.7700000  468.9835 1030.000
## INFO  [12:37:31.414] [bbotk]    FREE     7     7     4     9  940.2577     0.7700000  451.3664 1030.000
## INFO  [12:37:31.414] [bbotk]     FLY     1     6     4     5  902.0000     0.7700000  467.8700 1219.054
## INFO  [12:37:31.414] [bbotk]    BACK     1     7     4     1 1016.9187     0.7700000  467.8700 1321.600
## INFO  [12:37:31.414] [bbotk]    FREE     1     7     4     5  902.0000     0.7399556  467.8700 1843.315
## INFO  [12:37:31.414] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:37:31.414] [bbotk]         29.65534          29.61000         30.24000         26.85000   3  NA
## INFO  [12:37:31.414] [bbotk]         29.24188          35.11928         30.24000         26.05560   3  NA
## INFO  [12:37:31.414] [bbotk]         32.01801          29.61000         31.17075         29.86797   3  NA
## INFO  [12:37:31.414] [bbotk]         29.24188          21.95829         30.24000         26.85000   3  NA
## INFO  [12:37:31.414] [bbotk]         29.24188          29.61000         24.91405         26.85000   3  NA
## INFO  [12:37:31.414] [bbotk]         29.24188          29.61000         22.91608         26.85000   3  NA
## INFO  [12:37:31.414] [bbotk]         29.24188          29.61000         30.24000         26.85000   3  NA
## INFO  [12:37:31.414] [bbotk]         29.24188          23.58888         30.24000         26.85000   3  NA
## INFO  [12:37:31.414] [bbotk]         29.75772          24.80813         30.25687         26.85000   3  NA
## INFO  [12:37:31.414] [bbotk]         22.47917          29.61000         30.24000         26.85000   3  NA
## INFO  [12:37:31.414] [bbotk]         31.11883          35.48069         27.36371         26.85000   3  NA
## INFO  [12:37:31.414] [bbotk]         32.57707          25.06579         37.51973         27.00046   3  NA
## INFO  [12:37:31.414] [bbotk]         26.73913          29.55423         30.24000         21.61859   3  NA
## INFO  [12:37:31.414] [bbotk]         29.24188          29.80556         30.24000         26.85000   3  NA
## INFO  [12:37:31.414] [bbotk]         29.24188          29.61000         24.64855         33.00957   3  NA
## INFO  [12:37:31.414] [bbotk]         29.24188          29.45382         30.24000         21.50524   3  NA
## INFO  [12:37:31.414] [bbotk]         29.91432          29.61000         30.24000         27.47430   3  NA
## INFO  [12:37:31.414] [bbotk]         24.43271          29.95440         30.24000         26.85000   3  NA
## INFO  [12:37:31.414] [bbotk]         33.74340          34.63097         26.37071         26.85000   3  NA
## INFO  [12:37:31.414] [bbotk]         29.24188          26.43714         30.24000         29.81482   3  NA
## INFO  [12:37:31.414] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:37:31.414] [bbotk]    41        0.00      0.03738977          2  0.2339735
## INFO  [12:37:31.414] [bbotk]    42        0.32      0.20183089          5  0.3405139
## INFO  [12:37:31.414] [bbotk]    43        0.02      0.09878878          6  0.2518713
## INFO  [12:37:31.414] [bbotk]    44        0.17      0.11787501          5  0.3161691
## INFO  [12:37:31.414] [bbotk]    45        0.12      0.07744306          4  0.2495617
## INFO  [12:37:31.414] [bbotk]    46        0.27      0.14661645          5  0.2751568
## INFO  [12:37:31.414] [bbotk]    47        0.02      0.01681781          2  0.2162364
## INFO  [12:37:31.414] [bbotk]    48        0.22      0.17141920          4  0.3446385
## INFO  [12:37:31.414] [bbotk]    49        0.12      0.08502510          6  0.2803866
## INFO  [12:37:31.414] [bbotk]    50        0.02      0.08869657          4  0.2288870
## INFO  [12:37:31.414] [bbotk]    51        0.32      0.11543166          6  0.2449752
## INFO  [12:37:31.414] [bbotk]    52        0.17      0.11354933          5  0.2530199
## INFO  [12:37:31.414] [bbotk]    53        0.27      0.18532549          7  0.3231713
## INFO  [12:37:31.414] [bbotk]    54        0.02      0.16130103          6  0.2220924
## INFO  [12:37:31.414] [bbotk]    55        0.17      0.22793194          7  0.3704806
## INFO  [12:37:31.414] [bbotk]    56        0.22      0.21326313          7  0.2911342
## INFO  [12:37:31.414] [bbotk]    57        0.07      0.13812220          6  0.2982810
## INFO  [12:37:31.414] [bbotk]    58        0.07      0.15010705          5  0.2826494
## INFO  [12:37:31.414] [bbotk]    59        0.37      0.22595133          7  0.3524105
## INFO  [12:37:31.414] [bbotk]    60        0.12      0.08125036          4  0.2697261
## INFO  [12:37:31.869] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:37:32.093] [bbotk] Result of batch 4:
## INFO  [12:37:32.106] [bbotk]  stroke heatF laneF heatP laneP    pointP reactiontimeP swimtimeP daytimeP
## INFO  [12:37:32.106] [bbotk]  MEDLEY     1     7     4     5 1012.3754     0.7700000 467.87000 1030.000
## INFO  [12:37:32.106] [bbotk]    FREE     1     7    10     5  902.0000     0.7700000 467.87000 1487.729
## INFO  [12:37:32.106] [bbotk]     FLY    10     6     4     5  983.1644     0.7700000 467.87000 1372.908
## INFO  [12:37:32.106] [bbotk]    FREE     1     7     7     5  994.1671     0.7014888 467.87000 1732.686
## INFO  [12:37:32.106] [bbotk]    BACK     1     1     4     5  976.7563     0.7935873  42.22822 1487.729
## INFO  [12:37:32.106] [bbotk]    BACK     1     7    12     9  945.2935     0.7264623 467.87000 1668.880
## INFO  [12:37:32.106] [bbotk]     FLY    10     7     4     5  890.8221     0.7700000 467.87000 1030.000
## INFO  [12:37:32.106] [bbotk]    FREE     1     7     4     5  898.1513     0.7700000 467.87000 1285.887
## INFO  [12:37:32.106] [bbotk]    FREE     1     7     4     5  882.0596     0.7700000 467.87000 1030.000
## INFO  [12:37:32.106] [bbotk]  MEDLEY     1     7     4     5  890.5848     0.7584460 249.40576 1030.000
## INFO  [12:37:32.106] [bbotk]    FREE     6     7     4     5  902.0000     0.7700000 588.52798 1583.482
## INFO  [12:37:32.106] [bbotk]  MEDLEY     1     7     4     5  902.0000     0.7700000 467.87000 1506.547
## INFO  [12:37:32.106] [bbotk]    FREE     1     4     4     5  929.1014     0.7614321 468.17829 1030.000
## INFO  [12:37:32.106] [bbotk]    FREE    12     7     4     5 1002.9966     0.7700000 469.91226 1593.872
## INFO  [12:37:32.106] [bbotk]    FREE     1     7     4     8 1002.9137     0.7700000 481.30186 1720.903
## INFO  [12:37:32.106] [bbotk]    FREE     9     7     4     0  902.0000     0.7700000 451.36637 1221.923
## INFO  [12:37:32.106] [bbotk]    FREE     7     4     4     8  902.0000     0.7700000 467.87000 1030.000
## INFO  [12:37:32.106] [bbotk]    FREE     1     7     4     5  913.0657     0.7700000 587.02486 1030.000
## INFO  [12:37:32.106] [bbotk]    FREE     1     7     4     5 1002.7327     0.7700000 467.87000 1030.000
## INFO  [12:37:32.106] [bbotk]    BACK     1     7     4     2 1021.3842     0.7700000 425.11640 1030.000
## INFO  [12:37:32.106] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:37:32.106] [bbotk]         29.24188          36.20608         37.39715         26.85000   4  NA
## INFO  [12:37:32.106] [bbotk]         30.84259          33.60588         30.24000         26.85000   4  NA
## INFO  [12:37:32.106] [bbotk]         29.24188          29.80556         30.24000         26.85000   4  NA
## INFO  [12:37:32.106] [bbotk]         29.24188          34.23278         33.71999         30.24006   4  NA
## INFO  [12:37:32.106] [bbotk]         30.84259          29.61000         30.24000         26.85000   4  NA
## INFO  [12:37:32.106] [bbotk]         29.24188          29.61000         33.86285         33.03252   4  NA
## INFO  [12:37:32.106] [bbotk]         29.24188          29.61000         30.24000         33.00453   4  NA
## INFO  [12:37:32.106] [bbotk]         29.24188          29.61000         30.24000         26.85000   4  NA
## INFO  [12:37:32.106] [bbotk]         29.24188          29.61000         32.33952         32.45916   4  NA
## INFO  [12:37:32.106] [bbotk]         35.37927          32.95582         30.24000         29.93996   4  NA
## INFO  [12:37:32.106] [bbotk]         28.30740          29.61000         30.24000         26.85000   4  NA
## INFO  [12:37:32.106] [bbotk]         31.15442          24.34307         25.89793         26.05560   4  NA
## INFO  [12:37:32.106] [bbotk]         29.24188          29.61000         34.14974         26.85000   4  NA
## INFO  [12:37:32.106] [bbotk]         29.24188          29.61000         30.24000         26.85000   4  NA
## INFO  [12:37:32.106] [bbotk]         29.24188          29.61000         30.24000         29.45826   4  NA
## INFO  [12:37:32.106] [bbotk]         29.91432          28.46953         38.11390         27.47430   4  NA
## INFO  [12:37:32.106] [bbotk]         29.24188          29.61000         30.24000         26.85000   4  NA
## INFO  [12:37:32.106] [bbotk]         29.24188          29.61000         30.24000         26.83030   4  NA
## INFO  [12:37:32.106] [bbotk]         29.65534          29.61000         30.24000         26.85000   4  NA
## INFO  [12:37:32.106] [bbotk]         29.56958          29.61000         31.17075         26.85000   4  NA
## INFO  [12:37:32.106] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:37:32.106] [bbotk]    61        0.22      0.14581229          4  0.2862397
## INFO  [12:37:32.106] [bbotk]    62        0.17      0.10852140          4  0.2491165
## INFO  [12:37:32.106] [bbotk]    63        0.07      0.22669971          6  0.3547416
## INFO  [12:37:32.106] [bbotk]    64        0.27      0.19094271          7  0.2581075
## INFO  [12:37:32.106] [bbotk]    65        0.22      0.20853285          7  0.2787255
## INFO  [12:37:32.106] [bbotk]    66        0.02      0.27990814          8  0.3064832
## INFO  [12:37:32.106] [bbotk]    67        0.17      0.15257733          4  0.3519960
## INFO  [12:37:32.106] [bbotk]    68        0.02      0.01681781          2  0.2162364
## INFO  [12:37:32.106] [bbotk]    69        0.12      0.04183246          3  0.2402552
## INFO  [12:37:32.106] [bbotk]    70        0.37      0.13194662          7  0.2452504
## INFO  [12:37:32.106] [bbotk]    71        0.07      0.10354572          4  0.3025597
## INFO  [12:37:32.106] [bbotk]    72        0.27      0.13339009          6  0.3131002
## INFO  [12:37:32.106] [bbotk]    73        0.07      0.08202761          5  0.2169879
## INFO  [12:37:32.106] [bbotk]    74        0.00      0.12879327          4  0.3253770
## INFO  [12:37:32.106] [bbotk]    75        0.07      0.15026515          5  0.2837979
## INFO  [12:37:32.106] [bbotk]    76        0.17      0.16511088          8  0.3164886
## INFO  [12:37:32.106] [bbotk]    77        0.12      0.17647059          3  0.2599389
## INFO  [12:37:32.106] [bbotk]    78        0.07      0.01139339          3  0.2077789
## INFO  [12:37:32.106] [bbotk]    79        0.00      0.03738977          2  0.2339735
## INFO  [12:37:32.106] [bbotk]    80        0.17      0.16684014          6  0.2947890
## INFO  [12:37:32.525] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:37:32.766] [bbotk] Result of batch 5:
## INFO  [12:37:32.775] [bbotk]  stroke heatF laneF heatP laneP    pointP reactiontimeP swimtimeP daytimeP
## INFO  [12:37:32.775] [bbotk]    FREE     1     3     9     5 1005.9497     0.7776196 635.15562 1594.084
## INFO  [12:37:32.775] [bbotk]    FREE     1     7     4     5  990.7484     0.7678735 470.65700 1030.000
## INFO  [12:37:32.775] [bbotk]    FREE     7     7     8     5  981.5814     0.7700000 467.87000 1583.482
## INFO  [12:37:32.775] [bbotk]    FREE     1     5    10     2  983.1644     0.7121594 467.87000 1030.000
## INFO  [12:37:32.775] [bbotk]    FREE     1     8    12     5  952.8989     0.7700000 132.46039 1612.318
## INFO  [12:37:32.775] [bbotk]    FREE     1     4     6     4  902.0000     0.7700000 467.87000 1553.155
## INFO  [12:37:32.775] [bbotk]    FREE     1     7     4     5  989.2044     0.7096742 784.92902 1030.000
## INFO  [12:37:32.775] [bbotk]    FREE     1     7     5     5  902.0000     0.6987519 609.10322 1030.000
## INFO  [12:37:32.775] [bbotk]    FREE     1     7     4     5  966.2827     0.7014888  45.22614 1122.410
## INFO  [12:37:32.775] [bbotk]    FREE     1     7     4     5 1002.7327     0.7700000 467.87000 1030.000
## INFO  [12:37:32.775] [bbotk]    FREE     2     7     4     5  956.1731     0.7680340 248.08904 1679.911
## INFO  [12:37:32.775] [bbotk]  BREAST     1     1     8     9  902.0000     0.7418704 138.54894 1030.000
## INFO  [12:37:32.775] [bbotk]    FREE     1     7     3     5  902.0000     0.7700000 724.33710 1487.729
## INFO  [12:37:32.775] [bbotk]    FREE     1     7     9     5  902.0000     0.7824660 469.87504 1030.000
## INFO  [12:37:32.775] [bbotk]    FREE     1     1     4     5  974.5638     0.7700000 467.87000 1774.820
## INFO  [12:37:32.775] [bbotk]  MEDLEY     1     7     4     5  902.0000     0.7700000 634.56782 1030.000
## INFO  [12:37:32.775] [bbotk]  MEDLEY     1     7     2     1  935.7668     0.8167298 467.87000 1030.000
## INFO  [12:37:32.775] [bbotk]    FREE     1     2     4     3 1002.7327     0.7700000 799.35106 1030.000
## INFO  [12:37:32.775] [bbotk]    FREE     1     7     7     5  902.0000     0.7700000 467.87000 1030.000
## INFO  [12:37:32.775] [bbotk]    FREE     1     8     4     5  902.0000     0.7459744 481.45943 1849.523
## INFO  [12:37:32.775] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:37:32.775] [bbotk]         27.87743          29.61000         30.24000         26.85000   5  NA
## INFO  [12:37:32.775] [bbotk]         29.24188          29.92270         30.24000         23.08470   5  NA
## INFO  [12:37:32.775] [bbotk]         29.24188          34.13884         30.24000         26.85000   5  NA
## INFO  [12:37:32.775] [bbotk]         27.68813          29.61000         30.24000         26.85000   5  NA
## INFO  [12:37:32.775] [bbotk]         29.24188          29.61000         30.24000         26.85000   5  NA
## INFO  [12:37:32.775] [bbotk]         29.24188          35.82719         27.52861         26.85000   5  NA
## INFO  [12:37:32.775] [bbotk]         29.24188          24.26788         30.81321         26.96801   5  NA
## INFO  [12:37:32.775] [bbotk]         29.24188          29.61000         30.19066         26.85000   5  NA
## INFO  [12:37:32.775] [bbotk]         29.24188          29.61000         30.24000         26.85000   5  NA
## INFO  [12:37:32.775] [bbotk]         29.65534          29.61000         30.24000         26.85000   5  NA
## INFO  [12:37:32.775] [bbotk]         27.39961          29.61000         34.17353         25.31666   5  NA
## INFO  [12:37:32.775] [bbotk]         31.91534          29.61000         29.29297         30.37895   5  NA
## INFO  [12:37:32.775] [bbotk]         29.24188          29.61000         30.24000         26.85000   5  NA
## INFO  [12:37:32.775] [bbotk]         22.47917          29.61000         30.24000         26.85000   5  NA
## INFO  [12:37:32.775] [bbotk]         29.24188          29.61000         30.24000         26.85000   5  NA
## INFO  [12:37:32.775] [bbotk]         29.24188          29.61000         30.24000         26.85000   5  NA
## INFO  [12:37:32.775] [bbotk]         33.84202          29.61000         30.24000         26.85000   5  NA
## INFO  [12:37:32.775] [bbotk]         29.24188          29.51390         30.24000         26.85000   5  NA
## INFO  [12:37:32.775] [bbotk]         29.24188          29.61000         30.24000         27.37973   5  NA
## INFO  [12:37:32.775] [bbotk]         29.24188          30.18264         24.46533         25.10469   5  NA
## INFO  [12:37:32.775] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:37:32.775] [bbotk]    81        0.02      0.20573722          7  0.2742954
## INFO  [12:37:32.775] [bbotk]    82        0.17      0.05212803          5  0.2461047
## INFO  [12:37:32.775] [bbotk]    83        0.12      0.19683545          5  0.3345957
## INFO  [12:37:32.775] [bbotk]    84        0.22      0.22104987          6  0.2242486
## INFO  [12:37:32.775] [bbotk]    85        0.00      0.19160628          5  0.2704452
## INFO  [12:37:32.775] [bbotk]    86        0.27      0.24062160          6  0.1714016
## INFO  [12:37:32.775] [bbotk]    87        0.17      0.08347222          6  0.2658596
## INFO  [12:37:32.775] [bbotk]    88        0.12      0.07935829          4  0.1477505
## INFO  [12:37:32.775] [bbotk]    89        0.12      0.06570704          4  0.2491211
## INFO  [12:37:32.775] [bbotk]    90        0.00      0.03738977          2  0.2339735
## INFO  [12:37:32.775] [bbotk]    91        0.00      0.15871200          8  0.3220492
## INFO  [12:37:32.775] [bbotk]    92        0.27      0.29193151          9  0.2800460
## INFO  [12:37:32.775] [bbotk]    93        0.00      0.10233715          3  0.2429323
## INFO  [12:37:32.775] [bbotk]    94        0.02      0.08869657          4  0.2288870
## INFO  [12:37:32.775] [bbotk]    95        0.12      0.12951961          3  0.2672798
## INFO  [12:37:32.775] [bbotk]    96        0.07      0.06913843          2  0.2685571
## INFO  [12:37:32.775] [bbotk]    97        0.17      0.21492210          6  0.3171608
## INFO  [12:37:32.775] [bbotk]    98        0.27      0.17422651          5  0.2524179
## INFO  [12:37:32.775] [bbotk]    99        0.02      0.06148909          2  0.2020842
## INFO  [12:37:32.775] [bbotk]   100        0.17      0.14207893          7  0.2712279
## INFO  [12:37:33.115] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:37:33.356] [bbotk] Result of batch 6:
## INFO  [12:37:33.365] [bbotk]  stroke heatF laneF heatP laneP    pointP reactiontimeP swimtimeP daytimeP
## INFO  [12:37:33.365] [bbotk]     FLY     2     7     4     5  902.0000     0.7700000 467.87000 1171.077
## INFO  [12:37:33.365] [bbotk]    FREE     7     7     1     5  902.0000     0.7700000 467.87000 1074.168
## INFO  [12:37:33.365] [bbotk]    FREE     1     8    10     5 1018.2452     0.7410243  71.54117 1678.661
## INFO  [12:37:33.365] [bbotk]    FREE     2     7     4     5  902.0000     0.7044826 467.87000 1387.817
## INFO  [12:37:33.365] [bbotk]    FREE     1     7     4     5  902.0000     0.7246848  84.50294 1030.000
## INFO  [12:37:33.365] [bbotk]    FREE     1     7     7     5  902.0000     0.7700000 467.87000 1030.000
## INFO  [12:37:33.365] [bbotk]  MEDLEY     1     2     4     5  958.4942     0.7514556 467.87000 1030.000
## INFO  [12:37:33.365] [bbotk]    FREE    11     6     4     5  995.4543     0.7884671 467.87000 1733.302
## INFO  [12:37:33.365] [bbotk]    BACK     1     7    11     5  902.0000     0.7872063 959.03745 1487.729
## INFO  [12:37:33.365] [bbotk]     FLY     3     7     4     5  987.8580     0.7700000 645.10782 1506.547
## INFO  [12:37:33.365] [bbotk]    BACK    12     4    12     0  902.0000     0.7388376 800.09124 1030.000
## INFO  [12:37:33.365] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000 467.87000 1534.782
## INFO  [12:37:33.365] [bbotk]    FREE    12     7    11     5  902.0000     0.7700000 467.87000 1296.700
## INFO  [12:37:33.365] [bbotk]    FREE     1     7     4     5  952.8149     0.7631687 467.87000 1650.302
## INFO  [12:37:33.365] [bbotk]    BACK     1     7     7     5  945.2935     0.7264623 467.87000 1030.000
## INFO  [12:37:33.365] [bbotk]    FREE     5     7     4     4 1002.7327     0.7527664 467.87000 1030.000
## INFO  [12:37:33.365] [bbotk]    FREE     1     7     3     5  902.0000     0.7700000 445.81994 1877.502
## INFO  [12:37:33.365] [bbotk]    FREE     1     7     2     5  902.0000     0.8063268 360.68607 1015.883
## INFO  [12:37:33.365] [bbotk]    FREE     1     3     4     5  894.9547     0.7700000 858.28155 1346.132
## INFO  [12:37:33.365] [bbotk]    FREE     1     7     2     5  988.4306     0.7700000 467.87000 1169.605
## INFO  [12:37:33.365] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:37:33.365] [bbotk]         29.24188          29.61000         30.24000         26.85000   6  NA
## INFO  [12:37:33.365] [bbotk]         22.01724          29.61000         27.52861         26.85000   6  NA
## INFO  [12:37:33.365] [bbotk]         28.43443          30.60513         28.63881         26.85000   6  NA
## INFO  [12:37:33.365] [bbotk]         29.24188          29.61000         28.65100         24.62223   6  NA
## INFO  [12:37:33.365] [bbotk]         29.24188          29.61000         30.24000         26.85000   6  NA
## INFO  [12:37:33.365] [bbotk]         29.24188          29.61000         30.24000         27.37973   6  NA
## INFO  [12:37:33.365] [bbotk]         29.24188          26.15970         30.24000         26.85000   6  NA
## INFO  [12:37:33.365] [bbotk]         26.55279          29.61000         30.24000         26.85000   6  NA
## INFO  [12:37:33.365] [bbotk]         29.24188          29.61000         36.84050         22.07279   6  NA
## INFO  [12:37:33.365] [bbotk]         32.92802          32.58436         30.24000         31.13996   6  NA
## INFO  [12:37:33.365] [bbotk]         29.24188          24.22074         30.24000         26.85000   6  NA
## INFO  [12:37:33.365] [bbotk]         29.24188          29.61000         30.24000         26.85000   6  NA
## INFO  [12:37:33.365] [bbotk]         29.24188          29.61000         30.24000         26.85000   6  NA
## INFO  [12:37:33.365] [bbotk]         29.65534          23.21267         23.39554         26.85000   6  NA
## INFO  [12:37:33.365] [bbotk]         29.24188          29.61000         30.24000         26.85000   6  NA
## INFO  [12:37:33.365] [bbotk]         29.65534          33.22923         30.24000         26.85000   6  NA
## INFO  [12:37:33.365] [bbotk]         29.24188          29.61000         30.24000         26.85000   6  NA
## INFO  [12:37:33.365] [bbotk]         29.24188          24.75147         27.01463         27.25841   6  NA
## INFO  [12:37:33.365] [bbotk]         34.22576          22.68148         30.24000         30.92106   6  NA
## INFO  [12:37:33.365] [bbotk]         29.24188          29.61000         30.24000         26.85000   6  NA
## INFO  [12:37:33.365] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:37:33.365] [bbotk]   101        0.12      0.12616720          3  0.3255858
## INFO  [12:37:33.365] [bbotk]   102        0.17      0.15836720          5  0.2968752
## INFO  [12:37:33.365] [bbotk]   103        0.12      0.23942938          9  0.3067120
## INFO  [12:37:33.365] [bbotk]   104        0.12      0.10729970          5  0.2900518
## INFO  [12:37:33.365] [bbotk]   105        0.07      0.03112636          2  0.2173753
## INFO  [12:37:33.365] [bbotk]   106        0.02      0.06148909          2  0.2020842
## INFO  [12:37:33.365] [bbotk]   107        0.27      0.15407533          5  0.2258273
## INFO  [12:37:33.365] [bbotk]   108        0.07      0.20727520          6  0.3362740
## INFO  [12:37:33.365] [bbotk]   109        0.12      0.22309849          7  0.3252671
## INFO  [12:37:33.365] [bbotk]   110        0.22      0.23604441          8  0.3372964
## INFO  [12:37:33.365] [bbotk]   111        0.22      0.34066420          8  0.3779041
## INFO  [12:37:33.365] [bbotk]   112        0.02      0.03048567          1  0.2299043
## INFO  [12:37:33.365] [bbotk]   113        0.00      0.13375408          3  0.2743492
## INFO  [12:37:33.365] [bbotk]   114        0.32      0.10441095          6  0.2959553
## INFO  [12:37:33.365] [bbotk]   115        0.00      0.14010250          4  0.2647908
## INFO  [12:37:33.365] [bbotk]   116        0.02      0.17188678          6  0.3030951
## INFO  [12:37:33.365] [bbotk]   117        0.00      0.11137178          3  0.2518691
## INFO  [12:37:33.365] [bbotk]   118        0.32      0.10318794          7  0.2408783
## INFO  [12:37:33.365] [bbotk]   119        0.27      0.17234469          7  0.2908377
## INFO  [12:37:33.365] [bbotk]   120        0.00      0.09788224          3  0.2356425
## INFO  [12:37:33.787] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:37:34.010] [bbotk] Result of batch 7:
## INFO  [12:37:34.019] [bbotk]  stroke heatF laneF heatP laneP    pointP reactiontimeP swimtimeP  daytimeP
## INFO  [12:37:34.019] [bbotk]    FREE     1     4     3     5  936.4067     0.7700000  194.0865 1877.5020
## INFO  [12:37:34.019] [bbotk]     FLY     2     7     1     5  945.2935     0.7264623  467.8700 1030.0000
## INFO  [12:37:34.019] [bbotk]    FREE     1     7     7     5  902.0000     0.7281936  467.8700 1345.6830
## INFO  [12:37:34.019] [bbotk]    FREE    10     7     4     9  902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:37:34.019] [bbotk]    FREE     1     7     4     8  902.0000     0.7700000  184.8651 1596.8637
## INFO  [12:37:34.019] [bbotk]    FREE     3     7    11     5  908.4534     0.7700000  614.2509 1221.8335
## INFO  [12:37:34.019] [bbotk]    FREE     1     7     2     5  963.3171     0.7708307  467.8700 1035.1552
## INFO  [12:37:34.019] [bbotk]    FREE    12     7     4     5 1015.7746     0.8029134  467.8700  993.2704
## INFO  [12:37:34.019] [bbotk]    FREE     6     7     4     5  902.0000     0.7736739  467.8700 1406.2558
## INFO  [12:37:34.019] [bbotk]    FREE     5     7     4     5  898.1513     0.7523510  467.8700 1511.8230
## INFO  [12:37:34.019] [bbotk]    BACK     9     7     4     5 1017.1991     0.7691479  467.8700 1782.5811
## INFO  [12:37:34.019] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:37:34.019] [bbotk]    FREE     1     7     4     3  959.6058     0.7700000  724.3371 1487.7292
## INFO  [12:37:34.019] [bbotk]    FREE     1     4     4     5  902.0000     0.7833503  467.8700 1030.0000
## INFO  [12:37:34.019] [bbotk]  MEDLEY     1     7    11     5  902.0000     0.7695762  243.0954 1030.0000
## INFO  [12:37:34.019] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  247.4869 1030.0000
## INFO  [12:37:34.019] [bbotk]    BACK     5     7     4     5 1007.2054     0.6553775  467.8700 1030.0000
## INFO  [12:37:34.019] [bbotk]    FREE     1     7     4     5  902.0000     0.7204916  467.8700 1141.5815
## INFO  [12:37:34.019] [bbotk]    FREE     1     6    12     6  994.6839     0.7700000  119.5652 1092.5303
## INFO  [12:37:34.019] [bbotk]    FREE     1     2     9     5  902.0000     0.8087169  467.8700 1030.0000
## INFO  [12:37:34.019] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:37:34.019] [bbotk]         34.00202          29.61000         30.24000         26.85000   7  NA
## INFO  [12:37:34.019] [bbotk]         29.24188          29.61000         38.98442         26.85000   7  NA
## INFO  [12:37:34.019] [bbotk]         29.24188          35.89397         30.24000         26.89838   7  NA
## INFO  [12:37:34.019] [bbotk]         29.24188          29.61000         30.24000         27.38216   7  NA
## INFO  [12:37:34.019] [bbotk]         29.24188          29.61000         27.49004         25.64537   7  NA
## INFO  [12:37:34.019] [bbotk]         29.24188          34.40529         28.28164         26.85000   7  NA
## INFO  [12:37:34.019] [bbotk]         29.24188          29.61000         30.24000         22.90001   7  NA
## INFO  [12:37:34.019] [bbotk]         29.24188          31.33032         38.07514         26.85000   7  NA
## INFO  [12:37:34.019] [bbotk]         29.24188          29.61000         30.24000         26.85000   7  NA
## INFO  [12:37:34.019] [bbotk]         29.24188          26.80214         30.24000         26.85000   7  NA
## INFO  [12:37:34.019] [bbotk]         29.65534          28.66374         30.24000         30.42688   7  NA
## INFO  [12:37:34.019] [bbotk]         30.84259          29.61000         23.43586         26.85000   7  NA
## INFO  [12:37:34.019] [bbotk]         22.26109          32.86591         30.24000         26.85000   7  NA
## INFO  [12:37:34.019] [bbotk]         29.24188          29.61000         30.24000         26.80223   7  NA
## INFO  [12:37:34.019] [bbotk]         29.24188          29.61000         30.52384         27.13645   7  NA
## INFO  [12:37:34.019] [bbotk]         26.99734          29.61000         35.81911         26.85000   7  NA
## INFO  [12:37:34.019] [bbotk]         28.81166          29.61000         30.24000         26.85000   7  NA
## INFO  [12:37:34.019] [bbotk]         32.06253          29.61000         30.24000         26.85000   7  NA
## INFO  [12:37:34.019] [bbotk]         29.24188          29.61000         30.24000         27.32376   7  NA
## INFO  [12:37:34.019] [bbotk]         29.24188          27.66576         30.24000         21.94097   7  NA
## INFO  [12:37:34.019] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:37:34.019] [bbotk]   121        0.02      0.21747035          6  0.2795008
## INFO  [12:37:34.019] [bbotk]   122        0.17      0.22617062          6  0.3154709
## INFO  [12:37:34.019] [bbotk]   123        0.22      0.10933022          5  0.2368534
## INFO  [12:37:34.019] [bbotk]   124        0.12      0.12032485          3  0.2996789
## INFO  [12:37:34.019] [bbotk]   125        0.17      0.12519987          5  0.2653730
## INFO  [12:37:34.019] [bbotk]   126        0.27      0.16527304          7  0.3013508
## INFO  [12:37:34.019] [bbotk]   127        0.12      0.10087503          5  0.2367231
## INFO  [12:37:34.019] [bbotk]   128        0.12      0.13781910          6  0.3211068
## INFO  [12:37:34.019] [bbotk]   129        0.02      0.08214735          3  0.2815660
## INFO  [12:37:34.019] [bbotk]   130        0.17      0.10305810          5  0.2955846
## INFO  [12:37:34.019] [bbotk]   131        0.12      0.22742151          8  0.3386606
## INFO  [12:37:34.019] [bbotk]   132        0.17      0.02775870          2  0.2254949
## INFO  [12:37:34.019] [bbotk]   133        0.22      0.16398112          6  0.3047980
## INFO  [12:37:34.019] [bbotk]   134        0.12      0.06124531          3  0.2013597
## INFO  [12:37:34.019] [bbotk]   135        0.02      0.13395063          6  0.2743095
## INFO  [12:37:34.019] [bbotk]   136        0.07      0.04021701          3  0.2391332
## INFO  [12:37:34.019] [bbotk]   137        0.07      0.17541959          5  0.3400168
## INFO  [12:37:34.019] [bbotk]   138        0.02      0.02638684          3  0.2127336
## INFO  [12:37:34.019] [bbotk]   139        0.17      0.23702663          7  0.1851055
## INFO  [12:37:34.019] [bbotk]   140        0.32      0.15621440          5  0.1761258
## INFO  [12:37:34.373] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:37:34.581] [bbotk] Result of batch 8:
## INFO  [12:37:34.600] [bbotk]  stroke heatF laneF heatP laneP    pointP reactiontimeP swimtimeP daytimeP
## INFO  [12:37:34.600] [bbotk]    FREE     1     7     4     5 1008.0628     0.7700000  467.8700 1030.000
## INFO  [12:37:34.600] [bbotk]    FREE     1     3     4     5 1016.1376     0.7420654  467.8700 1030.000
## INFO  [12:37:34.600] [bbotk]  MEDLEY     1     5     4     5  967.1006     0.7695854  467.8700 1608.204
## INFO  [12:37:34.600] [bbotk]    FREE     1     7    11     4  902.0000     0.7700307  467.8700 1200.974
## INFO  [12:37:34.600] [bbotk]    FREE     4     7     5     8 1015.0904     0.7700000  423.3817 1363.936
## INFO  [12:37:34.600] [bbotk]    FREE    12     7     3     1 1002.7327     0.7700000  467.8700 1496.256
## INFO  [12:37:34.600] [bbotk]    FREE     1     7     4     5 1002.9966     0.7700000  469.9123 1593.872
## INFO  [12:37:34.600] [bbotk]    FREE     5     7     4     5  902.0000     0.7700000  467.8700 1737.447
## INFO  [12:37:34.600] [bbotk]  MEDLEY     1     7    11     2  902.0000     0.7700000  161.8257 1310.831
## INFO  [12:37:34.600] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:37:34.600] [bbotk]    FREE     1     7     4     5 1002.7327     0.7700000  467.8700 1030.000
## INFO  [12:37:34.600] [bbotk]    FREE     1     7     4     5  895.5178     0.7971656  467.8700 1679.911
## INFO  [12:37:34.600] [bbotk]    FREE     2     7     4     5  856.0002     0.7384971  467.8700 1124.046
## INFO  [12:37:34.600] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:37:34.600] [bbotk]    FREE     1     7     3     5  902.0000     0.7700000  445.8199 1030.000
## INFO  [12:37:34.600] [bbotk]    FREE     1     7     4     5 1002.7327     0.7700000  467.8700 1030.000
## INFO  [12:37:34.600] [bbotk]  MEDLEY    12     7    11     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:37:34.600] [bbotk]    FREE     1     7     4     5  871.5622     0.7700000  511.0447 1030.000
## INFO  [12:37:34.600] [bbotk]    FREE     1     7     4     5  885.1257     0.7700000  449.3440 1030.000
## INFO  [12:37:34.600] [bbotk]    FREE     1     6     4     5  902.0000     0.7700000  715.3592 1030.000
## INFO  [12:37:34.600] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:37:34.600] [bbotk]         29.24188          29.61000         30.24000         26.85000   8  NA
## INFO  [12:37:34.600] [bbotk]         30.85667          29.61000         24.26552         26.85000   8  NA
## INFO  [12:37:34.600] [bbotk]         29.24188          29.61000         30.24000         26.85000   8  NA
## INFO  [12:37:34.600] [bbotk]         29.24188          29.61000         30.24000         26.80913   8  NA
## INFO  [12:37:34.600] [bbotk]         31.00879          29.61000         30.24000         26.85000   8  NA
## INFO  [12:37:34.600] [bbotk]         29.65534          29.61000         30.24000         26.85000   8  NA
## INFO  [12:37:34.600] [bbotk]         29.24188          29.61000         30.24000         26.85000   8  NA
## INFO  [12:37:34.600] [bbotk]         29.02472          27.52919         30.24000         26.85000   8  NA
## INFO  [12:37:34.600] [bbotk]         29.24188          29.61000         30.24000         29.31705   8  NA
## INFO  [12:37:34.600] [bbotk]         29.24188          29.61000         30.24000         26.85000   8  NA
## INFO  [12:37:34.600] [bbotk]         29.65534          29.61000         30.24000         26.85000   8  NA
## INFO  [12:37:34.600] [bbotk]         31.39419          29.61000         23.65190         26.85000   8  NA
## INFO  [12:37:34.600] [bbotk]         29.24188          29.61000         30.24000         31.44178   8  NA
## INFO  [12:37:34.600] [bbotk]         29.24188          29.61000         30.24000         26.85000   8  NA
## INFO  [12:37:34.600] [bbotk]         29.24188          29.61000         30.24000         26.85000   8  NA
## INFO  [12:37:34.600] [bbotk]         26.51257          36.15677         30.24000         26.85000   8  NA
## INFO  [12:37:34.600] [bbotk]         29.24188          29.61000         30.24000         26.85000   8  NA
## INFO  [12:37:34.600] [bbotk]         35.16814          28.28273         32.25439         26.85000   8  NA
## INFO  [12:37:34.600] [bbotk]         29.24188          29.61000         30.24000         26.85000   8  NA
## INFO  [12:37:34.600] [bbotk]         32.71247          29.61000         38.02859         25.52490   8  NA
## INFO  [12:37:34.600] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:37:34.600] [bbotk]   141        0.02     0.037584259          1  0.2341680
## INFO  [12:37:34.600] [bbotk]   142        0.22     0.129065155          5  0.2491009
## INFO  [12:37:34.600] [bbotk]   143        0.00     0.175703692          5  0.2586616
## INFO  [12:37:34.600] [bbotk]   144        0.00     0.128183467          5  0.2114864
## INFO  [12:37:34.600] [bbotk]   145        0.07     0.246706073          7  0.2707976
## INFO  [12:37:34.600] [bbotk]   146        0.00     0.242019317          6  0.3701489
## INFO  [12:37:34.600] [bbotk]   147        0.00     0.069969745          3  0.2665535
## INFO  [12:37:34.600] [bbotk]   148        0.17     0.110507398          4  0.3083969
## INFO  [12:37:34.600] [bbotk]   149        0.22     0.224782486          6  0.2785506
## INFO  [12:37:34.600] [bbotk]   150        0.07     0.000000000          0  0.1994186
## INFO  [12:37:34.600] [bbotk]   151        0.00     0.037389771          2  0.2339735
## INFO  [12:37:34.600] [bbotk]   152        0.17     0.075332398          5  0.2730686
## INFO  [12:37:34.600] [bbotk]   153        0.07     0.109056877          5  0.2981805
## INFO  [12:37:34.600] [bbotk]   154        0.07     0.000000000          0  0.1994186
## INFO  [12:37:34.600] [bbotk]   155        0.02     0.060187939          2  0.2006853
## INFO  [12:37:34.600] [bbotk]   156        0.17     0.072265475          3  0.2684446
## INFO  [12:37:34.600] [bbotk]   157        0.02     0.176470588          3  0.3170657
## INFO  [12:37:34.600] [bbotk]   158        0.27     0.049164746          5  0.2474589
## INFO  [12:37:34.600] [bbotk]   159        0.07     0.007125896          2  0.2064468
## INFO  [12:37:34.600] [bbotk]   160        0.22     0.119293708          5  0.2522561
## INFO  [12:37:34.964] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:37:35.172] [bbotk] Result of batch 9:
## INFO  [12:37:35.180] [bbotk]  stroke heatF laneF heatP laneP    pointP reactiontimeP swimtimeP daytimeP
## INFO  [12:37:35.180] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  245.3672 1506.547
## INFO  [12:37:35.180] [bbotk]    FREE     8     7    11     1  902.0000     0.7700000  467.8700 1296.700
## INFO  [12:37:35.180] [bbotk]    BACK    10     7    11     5  902.0000     0.7656567  953.5158 1030.000
## INFO  [12:37:35.180] [bbotk]    FREE     8     6     4     5  884.0898     0.7543855  675.1524 1353.075
## INFO  [12:37:35.180] [bbotk]    FREE     6     4     4     5  902.0000     0.7700000  248.0890 1030.000
## INFO  [12:37:35.180] [bbotk]    FREE     1     7     3     5  902.0000     0.7700000  467.8700 1487.729
## INFO  [12:37:35.180] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  467.8700 1431.082
## INFO  [12:37:35.180] [bbotk]     FLY    11     6     4     5  902.0000     0.7700000  467.8700 1113.567
## INFO  [12:37:35.180] [bbotk]    FREE     1     4    11     5  959.4823     0.7700000  467.8700 1030.000
## INFO  [12:37:35.180] [bbotk]    FREE     1     7     1     5  902.0000     0.7314046  620.5370 1877.502
## INFO  [12:37:35.180] [bbotk]  MEDLEY     1     9     7     9 1017.4078     0.7264623  467.8700 1162.030
## INFO  [12:37:35.180] [bbotk]    FREE     1     7     3     9  984.2126     0.7700000  467.8700 1030.000
## INFO  [12:37:35.180] [bbotk]    FREE     7     7     4     8 1013.1025     0.7700000  820.6704 1566.291
## INFO  [12:37:35.180] [bbotk]    FREE     1     7     4     5 1002.7327     0.7700000  467.8700 1030.000
## INFO  [12:37:35.180] [bbotk]    FREE     1     8     6     5  902.0000     0.8140711  132.4604 1128.286
## INFO  [12:37:35.180] [bbotk]    FREE     1     7     4     5 1015.6359     0.7700000  345.9627 1885.932
## INFO  [12:37:35.180] [bbotk]    FREE     1     1     4     5  992.6593     0.7700000  467.8700 1030.000
## INFO  [12:37:35.180] [bbotk]    FREE     1     7     4     5 1002.7489     0.7700000  467.8700 1573.810
## INFO  [12:37:35.180] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  467.9077 1603.014
## INFO  [12:37:35.180] [bbotk]    FREE     1     7     4     5 1002.7657     0.7700000  469.8449 1292.723
## INFO  [12:37:35.180] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:37:35.180] [bbotk]         29.24188          29.61000         30.24000         26.05560   9  NA
## INFO  [12:37:35.180] [bbotk]         27.08046          29.61000         35.79210         31.59823   9  NA
## INFO  [12:37:35.180] [bbotk]         29.24188          29.61000         36.28888         26.85000   9  NA
## INFO  [12:37:35.180] [bbotk]         24.62148          29.61000         30.24000         26.85000   9  NA
## INFO  [12:37:35.180] [bbotk]         26.48898          27.80444         31.86019         26.85000   9  NA
## INFO  [12:37:35.180] [bbotk]         29.24188          29.61000         30.24000         26.85000   9  NA
## INFO  [12:37:35.180] [bbotk]         29.24188          29.61000         30.24000         26.85000   9  NA
## INFO  [12:37:35.180] [bbotk]         29.24188          22.68277         39.88172         26.85000   9  NA
## INFO  [12:37:35.180] [bbotk]         29.24188          29.61000         38.41058         29.19163   9  NA
## INFO  [12:37:35.180] [bbotk]         29.24188          29.61000         30.24000         26.85000   9  NA
## INFO  [12:37:35.180] [bbotk]         29.24188          29.61000         31.95964         26.85000   9  NA
## INFO  [12:37:35.180] [bbotk]         29.24188          32.49416         25.79414         26.85000   9  NA
## INFO  [12:37:35.180] [bbotk]         34.13605          29.61000         30.24000         27.24947   9  NA
## INFO  [12:37:35.180] [bbotk]         29.65534          29.61000         30.24000         26.85000   9  NA
## INFO  [12:37:35.180] [bbotk]         29.24188          23.95212         30.24000         29.21317   9  NA
## INFO  [12:37:35.180] [bbotk]         33.87594          34.51336         30.24000         26.85000   9  NA
## INFO  [12:37:35.180] [bbotk]         29.24188          29.61000         24.11367         26.85000   9  NA
## INFO  [12:37:35.180] [bbotk]         25.42985          29.41471         30.24000         26.85000   9  NA
## INFO  [12:37:35.180] [bbotk]         29.24188          29.61000         30.24000         26.85000   9  NA
## INFO  [12:37:35.180] [bbotk]         29.65348          29.61000         30.24000         26.85000   9  NA
## INFO  [12:37:35.180] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:37:35.180] [bbotk]   161        0.02      0.04654583          3  0.2439546
## INFO  [12:37:35.180] [bbotk]   162        0.02      0.24262589          7  0.3698344
## INFO  [12:37:35.180] [bbotk]   163        0.02      0.22607719          6  0.3652529
## INFO  [12:37:35.180] [bbotk]   164        0.17      0.17781632          7  0.3052559
## INFO  [12:37:35.180] [bbotk]   165        0.17      0.15457659          6  0.2832845
## INFO  [12:37:35.180] [bbotk]   166        0.00      0.08646752          2  0.2270626
## INFO  [12:37:35.180] [bbotk]   167        0.02      0.02422286          1  0.2236415
## INFO  [12:37:35.180] [bbotk]   168        0.22      0.23841897          6  0.3699466
## INFO  [12:37:35.180] [bbotk]   169        0.07      0.17525606          5  0.2541928
## INFO  [12:37:35.180] [bbotk]   170        0.07      0.12576051          4  0.2292444
## INFO  [12:37:35.180] [bbotk]   171        0.07      0.29663546          8  0.3553687
## INFO  [12:37:35.180] [bbotk]   172        0.17      0.17181523          5  0.2974329
## INFO  [12:37:35.180] [bbotk]   173        0.07      0.23330166          7  0.3672200
## INFO  [12:37:35.180] [bbotk]   174        0.00      0.03738977          2  0.2339735
## INFO  [12:37:35.180] [bbotk]   175        0.22      0.18536896          7  0.2474334
## INFO  [12:37:35.180] [bbotk]   176        0.32      0.13750691          5  0.2644525
## INFO  [12:37:35.180] [bbotk]   177        0.27      0.11003695          3  0.2461147
## INFO  [12:37:35.180] [bbotk]   178        0.07      0.08492207          4  0.2799767
## INFO  [12:37:35.180] [bbotk]   179        0.02      0.03460884          2  0.2340275
## INFO  [12:37:35.180] [bbotk]   180        0.00      0.05338290          4  0.2499667
## INFO  [12:37:35.559] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:37:35.762] [bbotk] Result of batch 10:
## INFO  [12:37:35.773] [bbotk]  stroke heatF laneF heatP laneP    pointP reactiontimeP swimtimeP daytimeP
## INFO  [12:37:35.773] [bbotk]    FREE     1     0     3     5  890.9946     0.7380993 467.87000 1812.424
## INFO  [12:37:35.773] [bbotk]    FREE     1     7     7     8  983.1015     0.8025978 948.70341 1030.000
## INFO  [12:37:35.773] [bbotk]    FREE     1     5    12     5  878.6877     0.7700000 467.87000 1501.947
## INFO  [12:37:35.773] [bbotk]  BREAST     1     9     4     5  957.2633     0.7700000 630.24081 1608.962
## INFO  [12:37:35.773] [bbotk]    FREE     1     7     4     5  875.5623     0.7494802 467.87000 1030.000
## INFO  [12:37:35.773] [bbotk]  BREAST     1     7     3     5  951.4656     0.7700000 467.87000 1640.104
## INFO  [12:37:35.773] [bbotk]    FREE     1     7     4     5  988.4306     0.8118174 769.16623  979.030
## INFO  [12:37:35.773] [bbotk]    FREE     4     7     4     4  956.4199     0.7613042 340.29647 1200.974
## INFO  [12:37:35.773] [bbotk]     FLY     1     7    11     5  902.0000     0.7617567 539.87417 1030.000
## INFO  [12:37:35.773] [bbotk]    FREE     1     2     4     5  955.7156     0.7700000 467.87000 1213.362
## INFO  [12:37:35.773] [bbotk]    FREE     1     7     4     5  993.5366     0.7700000 467.87000 1030.000
## INFO  [12:37:35.773] [bbotk]    FREE     1     4     4     5  902.0000     0.7700000 543.81892 1030.000
## INFO  [12:37:35.773] [bbotk]    FREE     1     9     4     5 1002.9966     0.8238395  22.31935 1750.927
## INFO  [12:37:35.773] [bbotk]    FREE     1     7     4     7  902.0000     0.7700000 467.87000 1030.000
## INFO  [12:37:35.773] [bbotk]  BREAST     7     7     4     5  902.0000     0.7700000 467.87000 1153.416
## INFO  [12:37:35.773] [bbotk]    FREE     1     7     4     1 1002.8992     0.7700000 467.87000 1636.425
## INFO  [12:37:35.773] [bbotk]    FREE     1     7     4     5  929.4825     0.7700000 467.87000 1593.295
## INFO  [12:37:35.773] [bbotk]    FREE     1     0     4     5  902.0000     0.7700000 467.87000 1693.624
## INFO  [12:37:35.773] [bbotk]    FREE     1     7     4     5 1002.7727     0.7700000 467.87000 1030.000
## INFO  [12:37:35.773] [bbotk]    FREE     1     0     4     8  870.3893     0.7700000 690.64304 1358.761
## INFO  [12:37:35.773] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:37:35.773] [bbotk]         29.24188          29.61000         30.24000         25.23999  10  NA
## INFO  [12:37:35.773] [bbotk]         24.15808          30.01963         30.24000         23.66249  10  NA
## INFO  [12:37:35.773] [bbotk]         29.24188          30.77519         30.24000         27.09475  10  NA
## INFO  [12:37:35.773] [bbotk]         29.24188          29.61000         32.23186         22.67740  10  NA
## INFO  [12:37:35.773] [bbotk]         29.24188          33.28950         29.54944         27.47227  10  NA
## INFO  [12:37:35.773] [bbotk]         29.24188          29.61000         30.24000         26.85000  10  NA
## INFO  [12:37:35.773] [bbotk]         29.24188          29.61000         30.24000         22.97636  10  NA
## INFO  [12:37:35.773] [bbotk]         29.24188          29.61000         30.24000         26.20533  10  NA
## INFO  [12:37:35.773] [bbotk]         33.18358          29.61000         33.13338         29.99100  10  NA
## INFO  [12:37:35.773] [bbotk]         29.24188          29.61000         33.36699         26.85000  10  NA
## INFO  [12:37:35.773] [bbotk]         29.24188          29.61000         30.24000         26.85000  10  NA
## INFO  [12:37:35.773] [bbotk]         29.24188          29.61000         30.24000         26.85000  10  NA
## INFO  [12:37:35.773] [bbotk]         34.66205          32.03755         30.24000         27.66628  10  NA
## INFO  [12:37:35.773] [bbotk]         29.65534          29.61000         21.82418         30.91185  10  NA
## INFO  [12:37:35.773] [bbotk]         24.39703          23.11380         33.40262         26.85000  10  NA
## INFO  [12:37:35.773] [bbotk]         33.18849          29.61000         26.71552         26.85000  10  NA
## INFO  [12:37:35.773] [bbotk]         25.56523          29.61000         30.24000         23.41323  10  NA
## INFO  [12:37:35.773] [bbotk]         29.24188          29.61000         34.56641         26.85000  10  NA
## INFO  [12:37:35.773] [bbotk]         29.24188          29.61000         30.24000         26.85000  10  NA
## INFO  [12:37:35.773] [bbotk]         29.65338          30.16233         24.89094         26.85000  10  NA
## INFO  [12:37:35.773] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:37:35.773] [bbotk]   181        0.17      0.18211446          6  0.2515488
## INFO  [12:37:35.773] [bbotk]   182        0.17      0.21992549          8  0.3032601
## INFO  [12:37:35.773] [bbotk]   183        0.02      0.16016035          6  0.2419319
## INFO  [12:37:35.773] [bbotk]   184        0.22      0.20944523          7  0.3003213
## INFO  [12:37:35.773] [bbotk]   185        0.32      0.03227181          5  0.2233022
## INFO  [12:37:35.773] [bbotk]   186        0.12      0.17202208          4  0.2127250
## INFO  [12:37:35.773] [bbotk]   187        0.22      0.07867413          5  0.2733458
## INFO  [12:37:35.773] [bbotk]   188        0.00      0.15981579          7  0.2856099
## INFO  [12:37:35.773] [bbotk]   189        0.17      0.16442183          7  0.3000643
## INFO  [12:37:35.773] [bbotk]   190        0.17      0.09867461          4  0.1776113
## INFO  [12:37:35.773] [bbotk]   191        0.02      0.03243678          1  0.2290205
## INFO  [12:37:35.773] [bbotk]   192        0.12      0.06352308          2  0.2041182
## INFO  [12:37:35.773] [bbotk]   193        0.42      0.21025030          8  0.3081671
## INFO  [12:37:35.773] [bbotk]   194        0.12      0.10717760          4  0.2602191
## INFO  [12:37:35.773] [bbotk]   195        0.32      0.17999713          6  0.3519118
## INFO  [12:37:35.773] [bbotk]   196        0.22      0.15835571          5  0.3008682
## INFO  [12:37:35.773] [bbotk]   197        0.17      0.07611789          4  0.2703849
## INFO  [12:37:35.773] [bbotk]   198        0.17      0.11238184          3  0.2529769
## INFO  [12:37:35.773] [bbotk]   199        0.02      0.03570968          1  0.2322935
## INFO  [12:37:35.773] [bbotk]   200        0.17      0.18298222          8  0.2593927
## INFO  [12:37:36.183] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:37:36.400] [bbotk] Result of batch 11:
## INFO  [12:37:36.410] [bbotk]  stroke heatF laneF heatP laneP    pointP reactiontimeP swimtimeP daytimeP
## INFO  [12:37:36.410] [bbotk]    FREE     1     7     4     1  996.0622     0.7300394  867.9926 1046.281
## INFO  [12:37:36.410] [bbotk]    FREE     2     7     3     5  902.0000     0.7700000  405.7647 1030.000
## INFO  [12:37:36.410] [bbotk]    FREE     5     7     3     5  919.0872     0.7700000  467.8700 1030.000
## INFO  [12:37:36.410] [bbotk]    FREE     1     7     4     5  902.0000     0.7699706  467.8700 1686.145
## INFO  [12:37:36.410] [bbotk]  MEDLEY    12     7     6     5  901.6892     0.7700000  467.8700 1151.671
## INFO  [12:37:36.410] [bbotk]    BACK     1     7     2     5  929.9067     0.7700000  467.8700 1822.368
## INFO  [12:37:36.410] [bbotk]    FREE     1     7     4     5  963.8366     0.7819039  467.8700 1486.503
## INFO  [12:37:36.410] [bbotk]  MEDLEY     5     7    12     5 1003.9357     0.7694078  942.8177 1545.280
## INFO  [12:37:36.410] [bbotk]    FREE     1     7     4     4 1002.7657     0.7700000  469.8449 1030.000
## INFO  [12:37:36.410] [bbotk]    FREE    12     7     4     5  955.8394     0.7769000  467.8700 1030.000
## INFO  [12:37:36.410] [bbotk]    FREE     1     7     8     5  902.0000     0.7700000  473.3385 1030.000
## INFO  [12:37:36.410] [bbotk]    FREE     1     6     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:37:36.410] [bbotk]    FREE     7     7     4     5  902.0000     0.7700000  467.8700 1594.548
## INFO  [12:37:36.410] [bbotk]    FREE     1     7     4     5 1002.7327     0.7700000  467.8700 1030.000
## INFO  [12:37:36.410] [bbotk]    BACK     1     7     7     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:37:36.410] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:37:36.410] [bbotk]  BREAST    12     9     4     8  986.4507     0.7700000  467.8700 1030.000
## INFO  [12:37:36.410] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  469.6580 1492.915
## INFO  [12:37:36.410] [bbotk]    FREE     5     7     4     5  902.0000     0.7886674  467.8700 1471.512
## INFO  [12:37:36.410] [bbotk]    FREE     6     7     4     5  921.0677     0.7700000  450.6412 1030.000
## INFO  [12:37:36.410] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:37:36.410] [bbotk]         24.19228          29.61000         30.24000         26.85000  11  NA
## INFO  [12:37:36.410] [bbotk]         29.24188          25.11983         30.24000         26.85000  11  NA
## INFO  [12:37:36.410] [bbotk]         26.07250          29.61000         34.84574         24.05226  11  NA
## INFO  [12:37:36.410] [bbotk]         32.83356          29.61000         30.24000         26.85000  11  NA
## INFO  [12:37:36.410] [bbotk]         28.84458          31.58534         30.24000         30.14734  11  NA
## INFO  [12:37:36.410] [bbotk]         21.93251          29.61000         30.24000         26.85000  11  NA
## INFO  [12:37:36.410] [bbotk]         29.24188          29.61000         30.24000         26.68062  11  NA
## INFO  [12:37:36.410] [bbotk]         28.89572          33.96987         39.41284         26.85000  11  NA
## INFO  [12:37:36.410] [bbotk]         30.96664          29.61000         30.24000         31.58460  11  NA
## INFO  [12:37:36.410] [bbotk]         22.72352          29.61000         30.24000         26.85000  11  NA
## INFO  [12:37:36.410] [bbotk]         26.66406          29.61000         35.28704         26.85000  11  NA
## INFO  [12:37:36.410] [bbotk]         29.24188          24.74131         30.24000         26.85000  11  NA
## INFO  [12:37:36.410] [bbotk]         29.24188          29.61000         30.24000         26.85000  11  NA
## INFO  [12:37:36.410] [bbotk]         22.20001          31.16392         36.86450         26.85000  11  NA
## INFO  [12:37:36.410] [bbotk]         29.24188          29.61000         30.24000         26.85000  11  NA
## INFO  [12:37:36.410] [bbotk]         29.24188          29.61000         30.24000         26.85000  11  NA
## INFO  [12:37:36.410] [bbotk]         29.60182          35.33209         30.24000         26.85000  11  NA
## INFO  [12:37:36.410] [bbotk]         29.14195          29.61000         30.24000         26.85000  11  NA
## INFO  [12:37:36.410] [bbotk]         27.62783          29.61000         30.24000         25.58575  11  NA
## INFO  [12:37:36.410] [bbotk]         33.25459          29.61000         30.24000         26.85000  11  NA
## INFO  [12:37:36.410] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:37:36.410] [bbotk]   201        0.12      0.14511886          6  0.3105311
## INFO  [12:37:36.410] [bbotk]   202        0.17      0.13890119          4  0.2782740
## INFO  [12:37:36.410] [bbotk]   203        0.22      0.16511740          6  0.3005608
## INFO  [12:37:36.410] [bbotk]   204        0.07      0.05434975          3  0.2537588
## INFO  [12:37:36.410] [bbotk]   205        0.17      0.20980860          8  0.3499990
## INFO  [12:37:36.410] [bbotk]   206        0.02      0.20534226          5  0.1868870
## INFO  [12:37:36.410] [bbotk]   207        0.00      0.05227967          4  0.2471588
## INFO  [12:37:36.410] [bbotk]   208        0.17      0.32010135         10  0.3824804
## INFO  [12:37:36.410] [bbotk]   209        0.00      0.12554491          5  0.2510955
## INFO  [12:37:36.410] [bbotk]   210        0.07      0.10574018          4  0.3019193
## INFO  [12:37:36.410] [bbotk]   211        0.02      0.08545004          4  0.2256405
## INFO  [12:37:36.410] [bbotk]   212        0.22      0.07770249          2  0.2092301
## INFO  [12:37:36.410] [bbotk]   213        0.02      0.09291870          2  0.2923373
## INFO  [12:37:36.410] [bbotk]   214        0.07      0.09121659          4  0.2790627
## INFO  [12:37:36.410] [bbotk]   215        0.02      0.11764706          2  0.2582422
## INFO  [12:37:36.410] [bbotk]   216        0.07      0.00000000          0  0.1994186
## INFO  [12:37:36.410] [bbotk]   217        0.32      0.28888305          7  0.3717981
## INFO  [12:37:36.410] [bbotk]   218        0.02      0.02847729          3  0.2274913
## INFO  [12:37:36.410] [bbotk]   219        0.02      0.10151395          5  0.2986158
## INFO  [12:37:36.410] [bbotk]   220        0.07      0.08308962          4  0.2795756
## INFO  [12:37:36.740] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:37:36.948] [bbotk] Result of batch 12:
## INFO  [12:37:36.958] [bbotk]  stroke heatF laneF heatP laneP    pointP reactiontimeP swimtimeP  daytimeP
## INFO  [12:37:36.958] [bbotk]     FLY     5     7     3     0  902.0000     0.7700000  467.8700 1607.6497
## INFO  [12:37:36.958] [bbotk]    FREE     1     7     4     5  975.3588     0.7700000  444.8639  987.0424
## INFO  [12:37:36.958] [bbotk]    BACK     1     7     7     5  945.2935     0.7264623  467.8700 1030.0000
## INFO  [12:37:36.958] [bbotk]    FREE     5     7     4     5  902.0000     0.7819039  467.8700 1030.0000
## INFO  [12:37:36.958] [bbotk]  MEDLEY     1     7     4     3  902.0000     0.7700000  467.8700 1849.7564
## INFO  [12:37:36.958] [bbotk]  BREAST     1     7     4     5  917.2421     0.7600753  467.8700 1487.7292
## INFO  [12:37:36.958] [bbotk]    FREE     1     7     4     5 1002.7327     0.7700000  467.8700 1030.0000
## INFO  [12:37:36.958] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:37:36.958] [bbotk]    FREE     1     7     5     5  902.0000     0.7700000  256.8176 1030.0000
## INFO  [12:37:36.958] [bbotk]     FLY     1     7    11     2 1002.7657     0.7700000  469.8449 1030.0000
## INFO  [12:37:36.958] [bbotk]    FREE     1     7    11     4  902.0000     0.7700307  467.8700 1200.9737
## INFO  [12:37:36.958] [bbotk]    FREE     1     7     4     5  882.2705     0.7547314  669.8871 1663.8456
## INFO  [12:37:36.958] [bbotk]  MEDLEY     1     0     4     3  902.0000     0.7700000  467.8700 1296.7001
## INFO  [12:37:36.958] [bbotk]    FREE     1     7     3     5  940.4682     0.7700000  467.8700 1030.0000
## INFO  [12:37:36.958] [bbotk]    BACK    11     7     3     5  902.0000     0.7700000  801.5108 1579.4411
## INFO  [12:37:36.958] [bbotk]    FREE     1     7     4     5 1002.7327     0.7700000  467.8700 1030.0000
## INFO  [12:37:36.958] [bbotk]    FREE     1     7     4     0  998.2329     0.7700000  467.8700 1030.0000
## INFO  [12:37:36.958] [bbotk]  MEDLEY     1     7     4     5  902.0000     0.7700000  467.8700 1499.5126
## INFO  [12:37:36.958] [bbotk]    FREE     1     7    12     5  902.0000     0.7700000  467.8700 1256.3303
## INFO  [12:37:36.958] [bbotk]    FREE     1     3     4     5  902.0000     0.7296252  585.1335 1184.4008
## INFO  [12:37:36.958] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:37:36.958] [bbotk]         29.24188          29.61000         30.24000         26.85000  12  NA
## INFO  [12:37:36.958] [bbotk]         29.24188          29.61000         30.24000         26.85000  12  NA
## INFO  [12:37:36.958] [bbotk]         29.24188          29.61000         30.24000         26.85000  12  NA
## INFO  [12:37:36.958] [bbotk]         29.24188          29.61000         32.19625         26.85000  12  NA
## INFO  [12:37:36.958] [bbotk]         29.24188          29.61000         29.48392         26.85000  12  NA
## INFO  [12:37:36.958] [bbotk]         29.24188          32.85512         30.24000         28.02846  12  NA
## INFO  [12:37:36.958] [bbotk]         29.65534          29.61000         30.24000         26.85000  12  NA
## INFO  [12:37:36.958] [bbotk]         29.65534          29.61000         30.24000         26.85000  12  NA
## INFO  [12:37:36.958] [bbotk]         29.24188          28.09623         35.42547         26.85000  12  NA
## INFO  [12:37:36.958] [bbotk]         29.24188          28.61504         37.97066         31.58460  12  NA
## INFO  [12:37:36.958] [bbotk]         29.24188          29.61000         30.24000         26.85000  12  NA
## INFO  [12:37:36.958] [bbotk]         29.65534          29.61000         28.11939         21.43262  12  NA
## INFO  [12:37:36.958] [bbotk]         29.98204          29.49479         30.24000         26.85000  12  NA
## INFO  [12:37:36.958] [bbotk]         29.24188          33.42554         37.62312         26.43736  12  NA
## INFO  [12:37:36.958] [bbotk]         29.24188          25.47171         30.24000         26.85000  12  NA
## INFO  [12:37:36.958] [bbotk]         29.65534          29.61000         30.24000         26.85000  12  NA
## INFO  [12:37:36.958] [bbotk]         21.98773          29.61000         30.24000         26.85000  12  NA
## INFO  [12:37:36.958] [bbotk]         29.24188          29.61000         30.24000         26.27347  12  NA
## INFO  [12:37:36.958] [bbotk]         29.65619          29.61000         30.24000         26.85000  12  NA
## INFO  [12:37:36.958] [bbotk]         24.50554          29.61000         30.24000         26.85000  12  NA
## INFO  [12:37:36.958] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:37:36.958] [bbotk]   221        0.07     0.270180558          5  0.3691531
## INFO  [12:37:36.958] [bbotk]   222        0.07     0.030013264          3  0.2264993
## INFO  [12:37:36.958] [bbotk]   223        0.00     0.140102502          4  0.2647908
## INFO  [12:37:36.958] [bbotk]   224        0.07     0.066863599          3  0.2662822
## INFO  [12:37:36.958] [bbotk]   225        0.22     0.169510904          4  0.2934801
## INFO  [12:37:36.958] [bbotk]   226        0.32     0.112003681          6  0.2121724
## INFO  [12:37:36.958] [bbotk]   227        0.00     0.037389771          2  0.2339735
## INFO  [12:37:36.958] [bbotk]   228        0.02     0.001694279          1  0.2011129
## INFO  [12:37:36.958] [bbotk]   229        0.27     0.093908950          4  0.1744582
## INFO  [12:37:36.958] [bbotk]   230        0.57     0.264068448          8  0.3316683
## INFO  [12:37:36.958] [bbotk]   231        0.00     0.127977826          4  0.2116920
## INFO  [12:37:36.958] [bbotk]   232        0.22     0.095828235          7  0.2866625
## INFO  [12:37:36.958] [bbotk]   233        0.27     0.196057385          6  0.2598838
## INFO  [12:37:36.958] [bbotk]   234        0.12     0.112329912          5  0.2481780
## INFO  [12:37:36.958] [bbotk]   235        0.12     0.246345078          6  0.3251704
## INFO  [12:37:36.958] [bbotk]   236        0.00     0.037389771          2  0.2339735
## INFO  [12:37:36.958] [bbotk]   237        0.12     0.122650309          3  0.2946031
## INFO  [12:37:36.958] [bbotk]   238        0.02     0.090080236          3  0.2875867
## INFO  [12:37:36.958] [bbotk]   239        0.00     0.074190227          3  0.2147853
## INFO  [12:37:36.958] [bbotk]   240        0.12     0.101410002          5  0.2279255
## INFO  [12:37:37.331] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:37:37.532] [bbotk] Result of batch 13:
## INFO  [12:37:37.541] [bbotk]  stroke heatF laneF heatP laneP    pointP reactiontimeP swimtimeP  daytimeP
## INFO  [12:37:37.541] [bbotk]    FREE     1     7     4     5  973.5748     0.7349843  467.8700 1083.3287
## INFO  [12:37:37.541] [bbotk]     FLY     1     7    12     5  967.6306     0.7700000  467.8700  972.0232
## INFO  [12:37:37.541] [bbotk]    FREE     1     7     2     5  902.0000     0.7700000  467.8700 1169.6052
## INFO  [12:37:37.541] [bbotk]    FREE     1     7     4     5  963.8366     0.7819039  467.8700 1030.0000
## INFO  [12:37:37.541] [bbotk]    FREE     1     1     4     5  902.0000     0.7700000  724.3371 1365.6589
## INFO  [12:37:37.541] [bbotk]    FREE     1     7    11     5  962.8007     0.7700000  911.5557 1030.0000
## INFO  [12:37:37.541] [bbotk]    FREE     1     7     4     5 1002.6964     0.7700000  470.7664 1435.3025
## INFO  [12:37:37.541] [bbotk]    FREE     5     7     4     5 1002.9364     0.7700000  467.8700 1030.0000
## INFO  [12:37:37.541] [bbotk]    FREE     1     7    11     6  902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:37:37.541] [bbotk]    FREE     1     7     3     5  902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:37:37.541] [bbotk]    FREE     2     7     4     5 1002.7657     0.7700000  467.8700 1292.7229
## INFO  [12:37:37.541] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  467.8700  936.7223
## INFO  [12:37:37.541] [bbotk]    FREE     1     7     4     0  971.6999     0.7644662  467.8700 1697.0419
## INFO  [12:37:37.541] [bbotk]    FREE     1     4     4     4  901.3560     0.7700000  465.5840 1241.4033
## INFO  [12:37:37.541] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:37:37.541] [bbotk]  MEDLEY     1     7    11     1  896.1778     0.7700000  467.8700 1440.7169
## INFO  [12:37:37.541] [bbotk]  BREAST     1     7     2     8  929.0038     0.7700000  467.8700 1030.0000
## INFO  [12:37:37.541] [bbotk]  BREAST     1     7    11     4  878.7503     0.7700000  467.8700 1200.9737
## INFO  [12:37:37.541] [bbotk]     FLY    10     7     4     5 1015.0904     0.7872063  467.8700 1161.6480
## INFO  [12:37:37.541] [bbotk]    FREE     1     5    10     5  902.0000     0.7922084  467.8700 1030.0000
## INFO  [12:37:37.541] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:37:37.541] [bbotk]         33.63032          29.61000          37.5717         26.76149  13  NA
## INFO  [12:37:37.541] [bbotk]         26.02086          29.61000          36.0805         26.85000  13  NA
## INFO  [12:37:37.541] [bbotk]         29.24188          29.61000          30.2400         26.85000  13  NA
## INFO  [12:37:37.541] [bbotk]         29.24188          29.61000          30.2400         26.85000  13  NA
## INFO  [12:37:37.541] [bbotk]         28.07446          30.67438          30.2400         32.48193  13  NA
## INFO  [12:37:37.541] [bbotk]         29.24188          33.82764          30.2400         26.85000  13  NA
## INFO  [12:37:37.541] [bbotk]         29.24188          29.61000          30.2400         26.85000  13  NA
## INFO  [12:37:37.541] [bbotk]         25.85389          29.61000          30.2400         26.85000  13  NA
## INFO  [12:37:37.541] [bbotk]         29.24188          29.61000          30.2400         26.85000  13  NA
## INFO  [12:37:37.541] [bbotk]         29.24188          29.61000          30.2400         26.85000  13  NA
## INFO  [12:37:37.541] [bbotk]         29.24188          29.61000          30.2400         28.44666  13  NA
## INFO  [12:37:37.541] [bbotk]         29.24188          29.61000          30.2400         26.85000  13  NA
## INFO  [12:37:37.541] [bbotk]         29.24188          29.61000          30.2400         26.85000  13  NA
## INFO  [12:37:37.541] [bbotk]         25.41576          29.61000          30.2400         26.85000  13  NA
## INFO  [12:37:37.541] [bbotk]         29.24188          29.61000          30.2400         26.85000  13  NA
## INFO  [12:37:37.541] [bbotk]         23.02394          26.09379          30.2400         26.85000  13  NA
## INFO  [12:37:37.541] [bbotk]         32.64415          29.61000          30.2400         26.85000  13  NA
## INFO  [12:37:37.541] [bbotk]         29.24188          23.08018          30.2400         26.85000  13  NA
## INFO  [12:37:37.541] [bbotk]         30.84259          29.61000          30.2400         26.85000  13  NA
## INFO  [12:37:37.541] [bbotk]         29.65534          29.61000          30.2400         26.85000  13  NA
## INFO  [12:37:37.541] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:37:37.541] [bbotk]   241        0.02     0.075576670          6  0.2514631
## INFO  [12:37:37.541] [bbotk]   242        0.07     0.175801237          6  0.3131568
## INFO  [12:37:37.541] [bbotk]   243        0.00     0.067254811          2  0.2078499
## INFO  [12:37:37.541] [bbotk]   244        0.02     0.023857419          2  0.2204412
## INFO  [12:37:37.541] [bbotk]   245        0.22     0.132215515          6  0.2600232
## INFO  [12:37:37.541] [bbotk]   246        0.12     0.124177503          4  0.2619377
## INFO  [12:37:37.541] [bbotk]   247        0.00     0.060339619          3  0.2569234
## INFO  [12:37:37.541] [bbotk]   248        0.07     0.108474421          3  0.3046535
## INFO  [12:37:37.541] [bbotk]   249        0.12     0.117647059          2  0.1917859
## INFO  [12:37:37.541] [bbotk]   250        0.02     0.058823529          1  0.1994186
## INFO  [12:37:37.541] [bbotk]   251        0.00     0.118431868          4  0.3029682
## INFO  [12:37:37.541] [bbotk]   252        0.12     0.005633389          1  0.2050520
## INFO  [12:37:37.541] [bbotk]   253        0.02     0.124711661          4  0.2861559
## INFO  [12:37:37.541] [bbotk]   254        0.02     0.146462686          6  0.1936685
## INFO  [12:37:37.541] [bbotk]   255        0.07     0.000000000          0  0.1994186
## INFO  [12:37:37.541] [bbotk]   256        0.27     0.242452680          7  0.3386456
## INFO  [12:37:37.541] [bbotk]   257        0.27     0.199981368          5  0.2828965
## INFO  [12:37:37.541] [bbotk]   258        0.07     0.220355273          6  0.3016754
## INFO  [12:37:37.541] [bbotk]   259        0.07     0.175043185          6  0.3592614
## INFO  [12:37:37.541] [bbotk]   260        0.00     0.122970156          4  0.1994367
## INFO  [12:37:37.871] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:37:38.073] [bbotk] Result of batch 14:
## INFO  [12:37:38.081] [bbotk]  stroke heatF laneF heatP laneP    pointP reactiontimeP swimtimeP daytimeP
## INFO  [12:37:38.081] [bbotk]    FREE     1     7     4     6  902.0000     0.7700000  485.3259 1030.000
## INFO  [12:37:38.081] [bbotk]     FLY     1     7     3     3  856.4184     0.7700000  467.8700 1030.000
## INFO  [12:37:38.081] [bbotk]    FREE     3     8     4     2 1002.7327     0.7883032  487.7243 1871.518
## INFO  [12:37:38.081] [bbotk]    FREE     1     8     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:37:38.081] [bbotk]    FREE     1     7     4     5 1002.7327     0.7700000  467.8700 1030.000
## INFO  [12:37:38.081] [bbotk]  MEDLEY     4     7     4     5  902.0000     0.7700000  469.8449 1030.000
## INFO  [12:37:38.081] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:37:38.081] [bbotk]    FREE     1     7     4     5  878.6520     0.7700000  467.8700 1030.000
## INFO  [12:37:38.081] [bbotk]    FREE     1     7     4     5  897.4347     0.7700000  467.8700 1232.666
## INFO  [12:37:38.081] [bbotk]    BACK     1     7     4     5  951.4318     0.7700000  575.5651 1030.000
## INFO  [12:37:38.081] [bbotk]  MEDLEY     1     5     8     5  902.0000     0.7753872  445.8199 1877.502
## INFO  [12:37:38.081] [bbotk]     FLY     1     7    10     0  902.0000     0.7922084  467.8700 1030.000
## INFO  [12:37:38.081] [bbotk]    FREE     6     2     5     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:37:38.081] [bbotk]    FREE     2     0     6     5  902.0000     0.7744171  467.8700 1030.000
## INFO  [12:37:38.081] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  467.8700 1169.605
## INFO  [12:37:38.081] [bbotk]    FREE     1     7    11     5  902.0000     0.7890041  177.9655 1626.983
## INFO  [12:37:38.081] [bbotk]    FREE     1     7     4     4  902.0000     0.7700000  467.8700 1200.974
## INFO  [12:37:38.081] [bbotk]    FREE     1     9     4     5  902.0000     0.7817529  467.8700 1563.646
## INFO  [12:37:38.081] [bbotk]    FREE     1     7     2     5  908.7888     0.7700000  467.8700 1052.786
## INFO  [12:37:38.081] [bbotk]    FREE     1     3     4     5  902.0000     0.7700000  209.4240 1071.192
## INFO  [12:37:38.081] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:37:38.081] [bbotk]         29.24188          23.47641         30.24000         26.85000  14  NA
## INFO  [12:37:38.081] [bbotk]         31.67546          29.61000         30.24000         26.85000  14  NA
## INFO  [12:37:38.081] [bbotk]         29.24188          24.83893         26.15288         24.57754  14  NA
## INFO  [12:37:38.081] [bbotk]         29.24188          32.56659         30.13757         26.85000  14  NA
## INFO  [12:37:38.081] [bbotk]         29.65534          29.61000         30.24000         26.85000  14  NA
## INFO  [12:37:38.081] [bbotk]         29.24188          33.97240         30.24000         22.60937  14  NA
## INFO  [12:37:38.081] [bbotk]         29.65534          29.61000         30.24000         26.85000  14  NA
## INFO  [12:37:38.081] [bbotk]         29.65534          29.61000         30.24000         21.75840  14  NA
## INFO  [12:37:38.081] [bbotk]         29.65534          29.61000         30.24000         26.85000  14  NA
## INFO  [12:37:38.081] [bbotk]         29.24188          29.61000         30.24000         26.85000  14  NA
## INFO  [12:37:38.081] [bbotk]         22.92130          22.92034         30.24000         31.48564  14  NA
## INFO  [12:37:38.081] [bbotk]         29.24188          29.61000         30.24000         26.85000  14  NA
## INFO  [12:37:38.081] [bbotk]         29.24188          34.02396         26.14128         23.47494  14  NA
## INFO  [12:37:38.081] [bbotk]         29.74311          29.61000         30.24000         32.85556  14  NA
## INFO  [12:37:38.081] [bbotk]         29.24188          29.61000         30.24000         26.85000  14  NA
## INFO  [12:37:38.081] [bbotk]         34.89438          29.61000         30.24000         26.85000  14  NA
## INFO  [12:37:38.081] [bbotk]         29.24188          29.61000         30.24000         26.85000  14  NA
## INFO  [12:37:38.081] [bbotk]         29.24188          29.61000         30.24000         26.85000  14  NA
## INFO  [12:37:38.081] [bbotk]         29.24188          29.61000         30.24000         26.85000  14  NA
## INFO  [12:37:38.081] [bbotk]         29.24188          30.89371         30.24000         26.85000  14  NA
## INFO  [12:37:38.081] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:37:38.081] [bbotk]   261        0.37     0.083687404          3  0.2074133
## INFO  [12:37:38.081] [bbotk]   262        0.22     0.202595071          5  0.3319246
## INFO  [12:37:38.081] [bbotk]   263        0.32     0.309877121         10  0.3624142
## INFO  [12:37:38.081] [bbotk]   264        0.32     0.070607199          3  0.2105640
## INFO  [12:37:38.081] [bbotk]   265        0.00     0.037389771          2  0.2339735
## INFO  [12:37:38.081] [bbotk]   266        0.27     0.156023637          5  0.3535301
## INFO  [12:37:38.081] [bbotk]   267        0.02     0.001694279          1  0.2011129
## INFO  [12:37:38.081] [bbotk]   268        0.17     0.035588555          3  0.2330950
## INFO  [12:37:38.081] [bbotk]   269        0.02     0.015551779          3  0.2149704
## INFO  [12:37:38.081] [bbotk]   270        0.02     0.083004053          3  0.2795878
## INFO  [12:37:38.081] [bbotk]   271        0.12     0.305065657          9  0.3661715
## INFO  [12:37:38.081] [bbotk]   272        0.12     0.180099407          4  0.3130618
## INFO  [12:37:38.081] [bbotk]   273        0.47     0.223339613          6  0.1838695
## INFO  [12:37:38.081] [bbotk]   274        0.17     0.209465951          6  0.2912375
## INFO  [12:37:38.081] [bbotk]   275        0.02     0.008431281          1  0.2078499
## INFO  [12:37:38.081] [bbotk]   276        0.07     0.139084156          5  0.2713473
## INFO  [12:37:38.081] [bbotk]   277        0.00     0.069149276          2  0.2116970
## INFO  [12:37:38.081] [bbotk]   278        0.17     0.092972865          3  0.2335680
## INFO  [12:37:38.081] [bbotk]   279        0.00     0.062605332          3  0.2003656
## INFO  [12:37:38.081] [bbotk]   280        0.12     0.082281102          4  0.2158997
## INFO  [12:37:38.436] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:37:38.651] [bbotk] Result of batch 15:
## INFO  [12:37:38.659] [bbotk]  stroke heatF laneF heatP laneP    pointP reactiontimeP swimtimeP daytimeP
## INFO  [12:37:38.659] [bbotk]    FREE     1     7     7     4  902.0000     0.7700307 181.05669 1200.974
## INFO  [12:37:38.659] [bbotk]    FREE     1     7     4     5 1002.6964     0.7700000 470.76639 1030.000
## INFO  [12:37:38.659] [bbotk]  MEDLEY     1     7     9     5  918.4347     0.7844138 467.87000 1688.299
## INFO  [12:37:38.659] [bbotk]    FREE     1     7     4     4  902.0000     0.7700000 467.87000 1200.974
## INFO  [12:37:38.659] [bbotk]    FREE     1     2     4     5  909.0532     0.7700000 467.87000 1377.813
## INFO  [12:37:38.659] [bbotk]  MEDLEY     1     7     3     5  902.0000     0.7700000 467.87000 1877.502
## INFO  [12:37:38.659] [bbotk]    FREE     2     6     4     0  902.0000     0.7759290 467.87000 1061.707
## INFO  [12:37:38.659] [bbotk]    FREE     1     2     7     5  968.9501     0.7341521  38.85115 1392.738
## INFO  [12:37:38.659] [bbotk]    FREE     1     7     4     0  902.0000     0.7700000 467.87000 1256.330
## INFO  [12:37:38.659] [bbotk]    FREE     1     2     4     4  971.7681     0.7700000 467.87000 1200.974
## INFO  [12:37:38.659] [bbotk]    FREE     1     1     4     5  952.2421     0.7700000 611.17434 1381.939
## INFO  [12:37:38.659] [bbotk]    FREE     1     7     4     5 1002.7327     0.7700000 467.87000 1030.000
## INFO  [12:37:38.659] [bbotk]  MEDLEY     1     7     9     2  971.3401     0.8050394 467.87000 1030.000
## INFO  [12:37:38.659] [bbotk]    FREE     1     7     4     5 1002.7327     0.7700000 467.87000 1030.000
## INFO  [12:37:38.659] [bbotk]    FREE     1     7     2     5  902.0000     0.7700000 467.87000 1030.000
## INFO  [12:37:38.659] [bbotk]  BREAST     1     7     4     5  988.4306     0.7844360 467.87000 1030.000
## INFO  [12:37:38.659] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000 467.87000 1051.486
## INFO  [12:37:38.659] [bbotk]    FREE     1     7     2     5  998.9380     0.7700000 467.87000 1398.210
## INFO  [12:37:38.659] [bbotk]    FREE     1     7     3     5  902.0000     0.7700000 467.87000 1572.201
## INFO  [12:37:38.659] [bbotk]    FREE     1     7     3     5  863.6429     0.7700000 467.87000 1307.001
## INFO  [12:37:38.659] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:37:38.659] [bbotk]         28.98169          29.61000         25.10179         26.85000  15  NA
## INFO  [12:37:38.659] [bbotk]         29.24188          29.61000         30.24000         26.85000  15  NA
## INFO  [12:37:38.659] [bbotk]         29.24188          29.61000         30.24000         26.85000  15  NA
## INFO  [12:37:38.659] [bbotk]         29.24188          29.61000         30.24000         26.85000  15  NA
## INFO  [12:37:38.659] [bbotk]         29.65534          29.61000         30.24000         26.85000  15  NA
## INFO  [12:37:38.659] [bbotk]         21.62271          30.92745         30.24000         29.24260  15  NA
## INFO  [12:37:38.659] [bbotk]         30.42699          36.31010         30.24000         26.67273  15  NA
## INFO  [12:37:38.659] [bbotk]         29.24188          36.51932         39.46972         26.77817  15  NA
## INFO  [12:37:38.659] [bbotk]         29.65619          29.61000         30.24000         26.85000  15  NA
## INFO  [12:37:38.659] [bbotk]         29.24188          29.61000         30.24000         27.66930  15  NA
## INFO  [12:37:38.659] [bbotk]         29.65534          32.88116         30.24000         28.74802  15  NA
## INFO  [12:37:38.659] [bbotk]         29.65534          29.61000         30.24000         26.85000  15  NA
## INFO  [12:37:38.659] [bbotk]         29.65534          29.61000         30.24000         26.85000  15  NA
## INFO  [12:37:38.659] [bbotk]         29.65534          29.61000         30.24000         26.85000  15  NA
## INFO  [12:37:38.659] [bbotk]         29.24188          29.61000         30.24000         26.85000  15  NA
## INFO  [12:37:38.659] [bbotk]         29.24188          29.61000         30.24000         26.85000  15  NA
## INFO  [12:37:38.659] [bbotk]         29.57718          29.61000         30.24000         26.85000  15  NA
## INFO  [12:37:38.659] [bbotk]         25.36953          30.32408         39.72177         25.29379  15  NA
## INFO  [12:37:38.659] [bbotk]         29.24188          29.61000         30.24000         26.85000  15  NA
## INFO  [12:37:38.659] [bbotk]         29.70742          29.61000         30.24000         26.85000  15  NA
## INFO  [12:37:38.659] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:37:38.659] [bbotk]   281        0.07     0.162800251          7  0.2378607
## INFO  [12:37:38.659] [bbotk]   282        0.02     0.035861873          2  0.2324456
## INFO  [12:37:38.659] [bbotk]   283        0.00     0.165583160          5  0.2809504
## INFO  [12:37:38.659] [bbotk]   284        0.00     0.069149276          2  0.2116970
## INFO  [12:37:38.659] [bbotk]   285        0.27     0.084022907          4  0.1629596
## INFO  [12:37:38.659] [bbotk]   286        0.07     0.217200494          6  0.2929243
## INFO  [12:37:38.659] [bbotk]   287        0.27     0.211083088          8  0.2852219
## INFO  [12:37:38.659] [bbotk]   288        0.32     0.251592552          9  0.2591701
## INFO  [12:37:38.659] [bbotk]   289        0.02     0.074190227          3  0.2449959
## INFO  [12:37:38.659] [bbotk]   290        0.07     0.156818418          5  0.1855076
## INFO  [12:37:38.659] [bbotk]   291        0.17     0.130678891          7  0.2309129
## INFO  [12:37:38.659] [bbotk]   292        0.00     0.037389771          2  0.2339735
## INFO  [12:37:38.659] [bbotk]   293        0.17     0.208461506          6  0.2777675
## INFO  [12:37:38.659] [bbotk]   294        0.00     0.037389771          2  0.2339735
## INFO  [12:37:38.659] [bbotk]   295        0.02     0.058823529          1  0.1994186
## INFO  [12:37:38.659] [bbotk]   296        0.12     0.091809784          3  0.2650291
## INFO  [12:37:38.659] [bbotk]   297        0.02     0.002671623          2  0.2020903
## INFO  [12:37:38.659] [bbotk]   298        0.02     0.171421559          7  0.2852090
## INFO  [12:37:38.659] [bbotk]   299        0.00     0.091569117          2  0.2321642
## INFO  [12:37:38.659] [bbotk]   300        0.07     0.091052530          4  0.2316476
## INFO  [12:37:39.016] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:37:39.227] [bbotk] Result of batch 16:
## INFO  [12:37:39.235] [bbotk]  stroke heatF laneF heatP laneP    pointP reactiontimeP swimtimeP  daytimeP
## INFO  [12:37:39.235] [bbotk]    FREE     1     7     4     5  902.0000     0.7966217 467.87000  981.7543
## INFO  [12:37:39.235] [bbotk]    FREE     4     6    10     5  915.3357     0.7700000 467.87000 1030.0000
## INFO  [12:37:39.235] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000 467.87000 1030.0000
## INFO  [12:37:39.235] [bbotk]    FREE     1     7     4     8  902.0000     0.7700307 467.87000 1030.0000
## INFO  [12:37:39.235] [bbotk]    FREE     1     7     2     5  902.0000     0.7700000 467.87000 1030.0000
## INFO  [12:37:39.235] [bbotk]    FREE     1     7     6     5  902.0000     0.7700000 467.87000 1030.0000
## INFO  [12:37:39.235] [bbotk]    FREE     5     6     4     5 1007.5026     0.7560432 467.87000 1553.7834
## INFO  [12:37:39.235] [bbotk]    FREE     2     6     4     6  963.8882     0.7822013 467.87000 1832.2110
## INFO  [12:37:39.235] [bbotk]    FREE     1     7     4     5  949.7532     0.7700000 467.87000 1030.0000
## INFO  [12:37:39.235] [bbotk]    FREE     1     0     4     6 1002.7327     0.7205576 467.87000 1030.0000
## INFO  [12:37:39.235] [bbotk]    FREE    10     7     9     5  902.0000     0.7914427  62.64092 1030.0000
## INFO  [12:37:39.235] [bbotk]    FREE     1     7     4     5  902.0000     0.7653974 467.87000 1030.0000
## INFO  [12:37:39.235] [bbotk]    BACK     1     2     1     3 1002.7327     0.7700000 467.87000 1030.0000
## INFO  [12:37:39.235] [bbotk]    FREE     5     6     4     5  902.0000     0.7842471 467.87000 1229.1644
## INFO  [12:37:39.235] [bbotk]    FREE     1     7     4     5  887.4112     0.7760233  62.48215 1382.2865
## INFO  [12:37:39.235] [bbotk]    FREE     1     7     4     8  902.0000     0.7974805 296.69520 1030.0000
## INFO  [12:37:39.235] [bbotk]    FREE     1     7     4     5 1008.7483     0.7554407 777.80314 1030.0000
## INFO  [12:37:39.235] [bbotk]    FREE     1     7     4     5 1002.7249     0.7700000 468.45052  968.3329
## INFO  [12:37:39.235] [bbotk]    FREE     1     7    12     0  902.0000     0.7700000 467.87000 1030.0000
## INFO  [12:37:39.235] [bbotk]    FREE     1     0     4     5  897.6033     0.7700000 467.87000 1030.0000
## INFO  [12:37:39.235] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:37:39.235] [bbotk]         29.52471          25.81560         30.18177         26.85000  16  NA
## INFO  [12:37:39.235] [bbotk]         29.24188          26.57847         30.24000         24.06726  16  NA
## INFO  [12:37:39.235] [bbotk]         29.24188          29.61000         30.24000         29.14856  16  NA
## INFO  [12:37:39.235] [bbotk]         28.66369          23.58148         25.03171         26.85000  16  NA
## INFO  [12:37:39.235] [bbotk]         29.24188          29.61000         30.24000         26.85000  16  NA
## INFO  [12:37:39.235] [bbotk]         29.24188          29.61000         30.24000         26.85000  16  NA
## INFO  [12:37:39.235] [bbotk]         35.04310          22.33722         30.24000         26.85000  16  NA
## INFO  [12:37:39.235] [bbotk]         34.07782          30.93850         30.24000         32.21554  16  NA
## INFO  [12:37:39.235] [bbotk]         29.24188          29.61000         30.24000         26.85000  16  NA
## INFO  [12:37:39.235] [bbotk]         33.45127          29.61000         30.24000         26.85000  16  NA
## INFO  [12:37:39.235] [bbotk]         31.84153          29.61000         31.85818         26.85000  16  NA
## INFO  [12:37:39.235] [bbotk]         23.60451          29.61000         30.24000         26.85000  16  NA
## INFO  [12:37:39.235] [bbotk]         28.89457          29.61000         30.24000         26.85000  16  NA
## INFO  [12:37:39.235] [bbotk]         33.06273          29.61000         29.89111         26.85000  16  NA
## INFO  [12:37:39.235] [bbotk]         29.24188          29.61000         33.67838         26.85000  16  NA
## INFO  [12:37:39.235] [bbotk]         29.16965          29.61000         30.24000         26.85000  16  NA
## INFO  [12:37:39.235] [bbotk]         29.62141          29.61000         32.55526         32.16956  16  NA
## INFO  [12:37:39.235] [bbotk]         29.24188          29.61000         30.24000         26.85000  16  NA
## INFO  [12:37:39.235] [bbotk]         29.37233          32.29403         30.24000         26.85000  16  NA
## INFO  [12:37:39.235] [bbotk]         29.24188          29.61000         30.24000         26.85000  16  NA
## INFO  [12:37:39.235] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:37:39.235] [bbotk]   301        0.22      0.02331736          5  0.2212486
## INFO  [12:37:39.235] [bbotk]   302        0.27      0.20695395          6  0.2761145
## INFO  [12:37:39.235] [bbotk]   303        0.07      0.01156627          1  0.2109849
## INFO  [12:37:39.235] [bbotk]   304        0.42      0.10080138          5  0.2395011
## INFO  [12:37:39.235] [bbotk]   305        0.02      0.05882353          1  0.1994186
## INFO  [12:37:39.235] [bbotk]   306        0.07      0.05882353          1  0.1994186
## INFO  [12:37:39.235] [bbotk]   307        0.27      0.24091980          7  0.3643428
## INFO  [12:37:39.235] [bbotk]   308        0.27      0.30081065          9  0.3072485
## INFO  [12:37:39.235] [bbotk]   309        0.02      0.01692176          1  0.2135055
## INFO  [12:37:39.235] [bbotk]   310        0.22      0.17867051          5  0.2394619
## INFO  [12:37:39.235] [bbotk]   311        0.07      0.16191995          6  0.3024173
## INFO  [12:37:39.235] [bbotk]   312        0.07      0.02385271          2  0.2213626
## INFO  [12:37:39.235] [bbotk]   313        0.27      0.27241278          6  0.2921213
## INFO  [12:37:39.235] [bbotk]   314        0.22      0.14874733          6  0.2795357
## INFO  [12:37:39.235] [bbotk]   315        0.12      0.06322710          5  0.2625480
## INFO  [12:37:39.235] [bbotk]   316        0.12      0.07420167          4  0.2164935
## INFO  [12:37:39.235] [bbotk]   317        0.02      0.09492072          6  0.2633091
## INFO  [12:37:39.235] [bbotk]   318        0.07      0.03945295          3  0.2360367
## INFO  [12:37:39.235] [bbotk]   319        0.02      0.12858929          4  0.2615517
## INFO  [12:37:39.235] [bbotk]   320        0.22      0.06038153          2  0.2009766
## INFO  [12:37:39.620] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:37:39.831] [bbotk] Result of batch 17:
## INFO  [12:37:39.840] [bbotk]  stroke heatF laneF heatP laneP    pointP reactiontimeP swimtimeP daytimeP
## INFO  [12:37:39.840] [bbotk]    FREE     1     3     4     5  902.0000     0.7700000  603.6705 1505.736
## INFO  [12:37:39.840] [bbotk]    FREE     1     7     4     4  902.0000     0.7700307  467.8700 1200.974
## INFO  [12:37:39.840] [bbotk]  MEDLEY     1     9     1     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:37:39.840] [bbotk]    FREE     1     7     4     5  929.6014     0.7700000  467.8700 1147.820
## INFO  [12:37:39.840] [bbotk]    FREE     1     7     4     4  902.0000     0.7700000  467.8700 1281.548
## INFO  [12:37:39.840] [bbotk]    FREE     1     6     3     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:37:39.840] [bbotk]    FREE    11     7    12     5  963.8366     0.7700000  809.1392 1030.000
## INFO  [12:37:39.840] [bbotk]    FREE     1     7     4     4  896.9824     0.7700000  467.8700 1030.000
## INFO  [12:37:39.840] [bbotk]    FREE     4     7     4     3  902.0000     0.7700000  488.5730 1030.000
## INFO  [12:37:39.840] [bbotk]    FREE     1     7     4     5  902.0000     0.7704840  467.8700 1030.000
## INFO  [12:37:39.840] [bbotk]    FREE     1     7     2     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:37:39.840] [bbotk]    FREE     1     7     4     8  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:37:39.840] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:37:39.840] [bbotk]    FREE     1     7     4     5  928.7714     0.7700000  467.8700 1030.000
## INFO  [12:37:39.840] [bbotk]    FREE     1     7     4     9  925.0765     0.7809154  467.8700 1825.491
## INFO  [12:37:39.840] [bbotk]    FREE     1     7     4     5  902.0000     0.7495650  467.8700 1030.000
## INFO  [12:37:39.840] [bbotk]    FREE     2     7     9     6  902.0000     0.7700000  644.3511 1343.479
## INFO  [12:37:39.840] [bbotk]    FREE     1     7     4     5  902.0000     0.8278007  467.8700 1112.641
## INFO  [12:37:39.840] [bbotk]    FREE     1     7     4     5 1002.7327     0.7700000  467.8700 1030.000
## INFO  [12:37:39.840] [bbotk]    FREE     1     9     4     9  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:37:39.840] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:37:39.840] [bbotk]         35.08190          31.48080         23.82092         32.73659  17  NA
## INFO  [12:37:39.840] [bbotk]         29.24188          29.61000         30.24000         26.85000  17  NA
## INFO  [12:37:39.840] [bbotk]         29.24188          29.61000         30.24000         26.85000  17  NA
## INFO  [12:37:39.840] [bbotk]         33.65729          29.61000         30.24000         26.85000  17  NA
## INFO  [12:37:39.840] [bbotk]         29.24188          29.61000         30.24000         26.85000  17  NA
## INFO  [12:37:39.840] [bbotk]         29.24188          29.61000         30.24000         26.85000  17  NA
## INFO  [12:37:39.840] [bbotk]         29.24188          29.61000         30.24000         22.39211  17  NA
## INFO  [12:37:39.840] [bbotk]         29.24188          29.61000         30.24000         26.85000  17  NA
## INFO  [12:37:39.840] [bbotk]         29.65534          35.50948         25.42081         30.01314  17  NA
## INFO  [12:37:39.840] [bbotk]         34.26389          29.61000         22.09726         26.85000  17  NA
## INFO  [12:37:39.840] [bbotk]         29.41784          29.61000         30.24000         26.85000  17  NA
## INFO  [12:37:39.840] [bbotk]         30.40705          29.61000         30.24000         26.85000  17  NA
## INFO  [12:37:39.840] [bbotk]         29.65534          29.61000         30.24000         26.85000  17  NA
## INFO  [12:37:39.840] [bbotk]         29.24188          28.24254         30.24000         26.85000  17  NA
## INFO  [12:37:39.840] [bbotk]         29.24188          26.31877         33.45821         26.85000  17  NA
## INFO  [12:37:39.840] [bbotk]         29.24188          29.61000         30.24000         26.85000  17  NA
## INFO  [12:37:39.840] [bbotk]         29.24188          26.82873         30.24000         26.85000  17  NA
## INFO  [12:37:39.840] [bbotk]         23.92779          29.61000         30.24000         26.85000  17  NA
## INFO  [12:37:39.840] [bbotk]         29.65534          29.61000         30.24000         26.85000  17  NA
## INFO  [12:37:39.840] [bbotk]         29.24188          33.27881         30.24000         26.85000  17  NA
## INFO  [12:37:39.840] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:37:39.840] [bbotk]   321        0.27     0.176764090          7  0.2807486
## INFO  [12:37:39.840] [bbotk]   322        0.00     0.069154297          3  0.2116920
## INFO  [12:37:39.840] [bbotk]   323        0.22     0.176470588          3  0.2582422
## INFO  [12:37:39.840] [bbotk]   324        0.07     0.034989745          3  0.2211429
## INFO  [12:37:39.840] [bbotk]   325        0.00     0.074015470          2  0.2165632
## INFO  [12:37:39.840] [bbotk]   326        0.12     0.117647059          2  0.1917859
## INFO  [12:37:39.840] [bbotk]   327        0.12     0.183108253          5  0.3189563
## INFO  [12:37:39.840] [bbotk]   328        0.02     0.060601563          2  0.2031493
## INFO  [12:37:39.840] [bbotk]   329        0.42     0.174430083          7  0.3088562
## INFO  [12:37:39.840] [bbotk]   330        0.17     0.046028125          3  0.2437643
## INFO  [12:37:39.840] [bbotk]   331        0.00     0.059544588          2  0.2001397
## INFO  [12:37:39.840] [bbotk]   332        0.07     0.063598142          2  0.2053368
## INFO  [12:37:39.840] [bbotk]   333        0.02     0.001694279          1  0.2011129
## INFO  [12:37:39.840] [bbotk]   334        0.22     0.014789158          2  0.2102484
## INFO  [12:37:39.840] [bbotk]   335        0.22     0.139616105          6  0.2864638
## INFO  [12:37:39.840] [bbotk]   336        0.07     0.003339049          1  0.1960796
## INFO  [12:37:39.840] [bbotk]   337        0.27     0.217107714          6  0.2898118
## INFO  [12:37:39.840] [bbotk]   338        0.12     0.036211469          3  0.2352254
## INFO  [12:37:39.840] [bbotk]   339        0.00     0.037389771          2  0.2339735
## INFO  [12:37:39.840] [bbotk]   340        0.17     0.131873312          3  0.2648357
## INFO  [12:37:40.159] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:37:40.361] [bbotk] Result of batch 18:
## INFO  [12:37:40.371] [bbotk]  stroke heatF laneF heatP laneP    pointP reactiontimeP swimtimeP  daytimeP
## INFO  [12:37:40.371] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  762.3237 1030.0000
## INFO  [12:37:40.371] [bbotk]    FREE     1     7     4     4 1002.7327     0.7700000  467.8700 1030.0000
## INFO  [12:37:40.371] [bbotk]    FREE     2     7     6     9  902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:37:40.371] [bbotk]    FREE     9     7     4     5 1002.7327     0.7725270  467.8700 1030.0000
## INFO  [12:37:40.371] [bbotk]  BREAST     1     7     4     5 1002.7327     0.7700000  759.2872 1646.5236
## INFO  [12:37:40.371] [bbotk]    FREE     1     7     4     5 1002.7327     0.7700000  467.8700 1030.0000
## INFO  [12:37:40.371] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  467.8700 1903.9311
## INFO  [12:37:40.371] [bbotk]    FREE     1     7    11     9  902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:37:40.371] [bbotk]    FREE     8     7     4     7  902.0000     0.7784261  467.8700 1410.7977
## INFO  [12:37:40.371] [bbotk]    FREE     1     7     5     4  902.0000     0.7930251  467.8700 1030.0000
## INFO  [12:37:40.371] [bbotk]    FREE     1     5     6     5  902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:37:40.371] [bbotk]    FREE     1     7     2     7  902.0000     0.7700000  241.8731 1030.0000
## INFO  [12:37:40.371] [bbotk]  MEDLEY     1     7     4     0  902.0000     0.7700000  574.7207 1251.2915
## INFO  [12:37:40.371] [bbotk]    FREE     1     7     2     5  902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:37:40.371] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:37:40.371] [bbotk]  BREAST     9     7    11     5  902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:37:40.371] [bbotk]    FREE     1     7     1     7  902.0000     0.8143265  467.8700 1253.4896
## INFO  [12:37:40.371] [bbotk]  BREAST     4     7     4     5  876.8787     0.7700000  467.8700  953.1363
## INFO  [12:37:40.371] [bbotk]    FREE     1     2     8     5  927.3349     0.7590609  769.7360 1086.5596
## INFO  [12:37:40.371] [bbotk]     FLY     1     7     2     5  902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:37:40.371] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:37:40.371] [bbotk]         29.24188          29.61000         30.24000         26.85000  18  NA
## INFO  [12:37:40.371] [bbotk]         29.65534          29.61000         30.24000         26.85000  18  NA
## INFO  [12:37:40.371] [bbotk]         29.24188          25.69722         30.24000         31.59838  18  NA
## INFO  [12:37:40.371] [bbotk]         29.24188          29.61000         30.24000         26.85000  18  NA
## INFO  [12:37:40.371] [bbotk]         29.24188          29.61000         30.24000         26.85000  18  NA
## INFO  [12:37:40.371] [bbotk]         29.65534          29.61000         30.24000         26.85000  18  NA
## INFO  [12:37:40.371] [bbotk]         29.24188          29.61000         30.24000         26.85000  18  NA
## INFO  [12:37:40.371] [bbotk]         29.24188          29.61000         30.24000         22.56281  18  NA
## INFO  [12:37:40.371] [bbotk]         29.24188          29.61000         30.24000         26.85000  18  NA
## INFO  [12:37:40.371] [bbotk]         29.24188          29.61000         30.24000         23.43068  18  NA
## INFO  [12:37:40.371] [bbotk]         29.65534          29.61000         28.87547         32.46855  18  NA
## INFO  [12:37:40.371] [bbotk]         26.07646          29.61000         23.32073         26.85000  18  NA
## INFO  [12:37:40.371] [bbotk]         29.24188          24.98315         30.24000         26.85000  18  NA
## INFO  [12:37:40.371] [bbotk]         29.24188          29.61000         30.24000         26.85000  18  NA
## INFO  [12:37:40.371] [bbotk]         29.40072          29.61000         30.24000         26.85000  18  NA
## INFO  [12:37:40.371] [bbotk]         29.24188          29.61000         30.24000         26.85000  18  NA
## INFO  [12:37:40.371] [bbotk]         29.24188          29.61000         30.24000         26.85000  18  NA
## INFO  [12:37:40.371] [bbotk]         33.10122          29.61000         30.24000         26.85000  18  NA
## INFO  [12:37:40.371] [bbotk]         29.24188          29.61000         36.30792         23.41736  18  NA
## INFO  [12:37:40.371] [bbotk]         25.11660          34.81923         30.82030         26.85000  18  NA
## INFO  [12:37:40.371] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:37:40.371] [bbotk]   341        0.07    0.0182201514          1  0.2176388
## INFO  [12:37:40.371] [bbotk]   342        0.00    0.0962133004          3  0.2274216
## INFO  [12:37:40.371] [bbotk]   343        0.32    0.2155364992          5  0.3217837
## INFO  [12:37:40.371] [bbotk]   344        0.02    0.0949319346          3  0.2915157
## INFO  [12:37:40.371] [bbotk]   345        0.12    0.1497854679          4  0.2485364
## INFO  [12:37:40.371] [bbotk]   346        0.00    0.0373897710          2  0.2339735
## INFO  [12:37:40.371] [bbotk]   347        0.07    0.0527799903          1  0.2521986
## INFO  [12:37:40.371] [bbotk]   348        0.12    0.1392200150          3  0.2694969
## INFO  [12:37:40.371] [bbotk]   349        0.12    0.1420216790          4  0.3134692
## INFO  [12:37:40.371] [bbotk]   350        0.07    0.1386151951          4  0.1542805
## INFO  [12:37:40.371] [bbotk]   351        0.02    0.1518650372          5  0.2313520
## INFO  [12:37:40.371] [bbotk]   352        0.32    0.1661604479          5  0.2923007
## INFO  [12:37:40.371] [bbotk]   353        0.17    0.1555645388          5  0.3251917
## INFO  [12:37:40.371] [bbotk]   354        0.02    0.0588235294          1  0.1994186
## INFO  [12:37:40.371] [bbotk]   355        0.02    0.0006509172          1  0.2000696
## INFO  [12:37:40.371] [bbotk]   356        0.17    0.1764705882          3  0.3170657
## INFO  [12:37:40.371] [bbotk]   357        0.17    0.1383873223          4  0.2711312
## INFO  [12:37:40.371] [bbotk]   358        0.17    0.1470058191          5  0.3284309
## INFO  [12:37:40.371] [bbotk]   359        0.22    0.1866852292          8  0.2013114
## INFO  [12:37:40.371] [bbotk]   360        0.27    0.1565589458          5  0.2701499
## INFO  [12:37:40.718] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:37:40.940] [bbotk] Result of batch 19:
## INFO  [12:37:40.947] [bbotk]  stroke heatF laneF heatP laneP    pointP reactiontimeP swimtimeP daytimeP
## INFO  [12:37:40.947] [bbotk]    FREE     5     7     3     5  902.0000     0.7477803  467.8700 1030.000
## INFO  [12:37:40.947] [bbotk]    FREE     1     7     4     5 1002.7327     0.7700000  467.8700 1030.000
## INFO  [12:37:40.947] [bbotk]     FLY     1     7     4     2  902.0000     0.8019787  467.8700 1030.000
## INFO  [12:37:40.947] [bbotk]    BACK     1     7     1     5  871.6148     0.7898326  467.8700 1092.648
## INFO  [12:37:40.947] [bbotk]     FLY     1     2     2     5 1002.7327     0.7700000  414.4262 1030.000
## INFO  [12:37:40.947] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:37:40.947] [bbotk]    FREE     1     7     4     4  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:37:40.947] [bbotk]    FREE     3     7     2     9  902.0000     0.7700000  467.8700 1763.422
## INFO  [12:37:40.947] [bbotk]    FREE     1     7     4     5  902.0000     0.7700307  467.8700 1200.974
## INFO  [12:37:40.947] [bbotk]    FREE     1     7     4     5  995.5351     0.7700000  467.8700 1030.000
## INFO  [12:37:40.947] [bbotk]    FREE     1     7    11     4  902.0000     0.7699979  467.8700 1200.974
## INFO  [12:37:40.947] [bbotk]  MEDLEY     5     6     4     4  902.0000     0.7700186  702.9577 1663.897
## INFO  [12:37:40.947] [bbotk]    FREE     1     7     4     1  980.0959     0.8135064  871.0326 1337.800
## INFO  [12:37:40.947] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  467.8700 1259.210
## INFO  [12:37:40.947] [bbotk]    FREE     1     7     9     5 1019.5913     0.7143612  467.8700 1281.548
## INFO  [12:37:40.947] [bbotk]    FREE     1     7     4     4  902.0000     0.7700000  467.8700 1052.786
## INFO  [12:37:40.947] [bbotk]    FREE     1     7     2     6  902.0000     0.7868324  699.2067 1170.465
## INFO  [12:37:40.947] [bbotk]  MEDLEY     1     7     8     5  891.9152     0.7700000  741.5522 1667.845
## INFO  [12:37:40.947] [bbotk]    FREE     1     7     4     5 1002.7327     0.7700000  467.8700 1030.000
## INFO  [12:37:40.947] [bbotk]    FREE     1     1     4     5  902.0000     0.7945742  467.8700 1030.000
## INFO  [12:37:40.947] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:37:40.947] [bbotk]         29.24188          29.61000         30.24000         30.38383  19  NA
## INFO  [12:37:40.947] [bbotk]         29.65534          29.61000         30.24000         26.85000  19  NA
## INFO  [12:37:40.947] [bbotk]         29.24188          22.46872         30.24000         26.85000  19  NA
## INFO  [12:37:40.947] [bbotk]         33.54778          29.61000         30.24000         26.85000  19  NA
## INFO  [12:37:40.947] [bbotk]         29.65534          29.61000         36.30575         26.85000  19  NA
## INFO  [12:37:40.947] [bbotk]         29.65534          29.61000         30.24000         26.85000  19  NA
## INFO  [12:37:40.947] [bbotk]         29.24188          29.61000         30.24000         26.85000  19  NA
## INFO  [12:37:40.947] [bbotk]         23.16477          29.61000         30.24000         22.58195  19  NA
## INFO  [12:37:40.947] [bbotk]         29.24188          29.61000         30.24000         26.85000  19  NA
## INFO  [12:37:40.947] [bbotk]         29.24188          29.61000         30.24000         26.85000  19  NA
## INFO  [12:37:40.947] [bbotk]         29.24188          29.61000         30.24000         26.85000  19  NA
## INFO  [12:37:40.947] [bbotk]         29.24188          29.61000         33.59785         26.85000  19  NA
## INFO  [12:37:40.947] [bbotk]         29.24188          29.61000         30.24000         30.02402  19  NA
## INFO  [12:37:40.947] [bbotk]         29.99471          29.61000         30.24000         26.85000  19  NA
## INFO  [12:37:40.947] [bbotk]         32.65364          29.61000         30.24000         26.85000  19  NA
## INFO  [12:37:40.947] [bbotk]         29.24188          29.61000         30.24000         26.85000  19  NA
## INFO  [12:37:40.947] [bbotk]         29.24188          29.61000         30.24000         26.85000  19  NA
## INFO  [12:37:40.947] [bbotk]         29.41784          29.61000         30.24000         29.01157  19  NA
## INFO  [12:37:40.947] [bbotk]         29.65534          29.61000         30.24000         26.85000  19  NA
## INFO  [12:37:40.947] [bbotk]         29.24188          25.92182         30.24000         26.85000  19  NA
## INFO  [12:37:40.947] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:37:40.947] [bbotk]   361        0.02     0.139059799          4  0.2723936
## INFO  [12:37:40.947] [bbotk]   362        0.00     0.037389771          2  0.2339735
## INFO  [12:37:40.947] [bbotk]   363        0.52     0.150563508          4  0.2826566
## INFO  [12:37:40.947] [bbotk]   364        0.12     0.153083084          6  0.2681176
## INFO  [12:37:40.947] [bbotk]   365        0.22     0.236066125          7  0.2225200
## INFO  [12:37:40.947] [bbotk]   366        0.02     0.001694279          1  0.2011129
## INFO  [12:37:40.947] [bbotk]   367        0.02     0.058823529          1  0.2013713
## INFO  [12:37:40.947] [bbotk]   368        0.17     0.267143978          6  0.3357738
## INFO  [12:37:40.947] [bbotk]   369        0.02     0.010330768          2  0.2097494
## INFO  [12:37:40.947] [bbotk]   370        0.02     0.033144980          1  0.2297287
## INFO  [12:37:40.947] [bbotk]   371        0.00     0.127973154          4  0.2116974
## INFO  [12:37:40.947] [bbotk]   372        0.07     0.298589220          8  0.3449037
## INFO  [12:37:40.947] [bbotk]   373        0.02     0.153113933          6  0.2674868
## INFO  [12:37:40.947] [bbotk]   374        0.02     0.016927811          2  0.2163464
## INFO  [12:37:40.947] [bbotk]   375        0.00     0.138756891          5  0.2634452
## INFO  [12:37:40.947] [bbotk]   376        0.00     0.060199654          2  0.2027474
## INFO  [12:37:40.947] [bbotk]   377        0.07     0.143195292          5  0.2173341
## INFO  [12:37:40.947] [bbotk]   378        0.02     0.188275385          7  0.2945648
## INFO  [12:37:40.947] [bbotk]   379        0.00     0.037389771          2  0.2339735
## INFO  [12:37:40.947] [bbotk]   380        0.32     0.077140269          3  0.2166109
## INFO  [12:37:41.263] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:37:41.473] [bbotk] Result of batch 20:
## INFO  [12:37:41.479] [bbotk]  stroke heatF laneF heatP laneP    pointP reactiontimeP swimtimeP daytimeP
## INFO  [12:37:41.479] [bbotk]     FLY     1     7     3     5  902.0000     0.7700000  467.8700 1199.173
## INFO  [12:37:41.479] [bbotk]    FREE     9     7     4     5  884.1284     0.7699936  100.1759 1300.659
## INFO  [12:37:41.479] [bbotk]    FREE     1     7     4     4  902.0000     0.7700000  467.8700 1200.974
## INFO  [12:37:41.479] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:37:41.479] [bbotk]    FREE     1     7     4     5 1002.7327     0.7700000  467.8700 1030.000
## INFO  [12:37:41.479] [bbotk]    BACK     1     7     8     4 1002.7327     0.7700000  467.8700 1679.070
## INFO  [12:37:41.479] [bbotk]    FREE     1     7     4     5 1002.7327     0.7700000  467.8700 1030.000
## INFO  [12:37:41.479] [bbotk]    FREE     1     7     6     5 1016.3223     0.7700000  548.0702 1030.000
## INFO  [12:37:41.479] [bbotk]    FREE     1     2     3     5  902.0000     0.7700000  467.8700 1052.678
## INFO  [12:37:41.479] [bbotk]    BACK     1     7     4     5  902.0000     0.7773500  467.8700 1244.331
## INFO  [12:37:41.479] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:37:41.479] [bbotk]    FREE     1     4     2     5  902.0000     0.7700000  467.8700 1354.741
## INFO  [12:37:41.479] [bbotk]    FREE     1     7     4     4  923.1438     0.7700000  467.8700 1030.000
## INFO  [12:37:41.479] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  467.8700 1087.852
## INFO  [12:37:41.479] [bbotk]  MEDLEY     1     2     4     4  902.0000     0.7700000  467.8700 1019.366
## INFO  [12:37:41.479] [bbotk]    FREE     1     7     4     5  940.8340     0.7700000  467.8700 1057.294
## INFO  [12:37:41.479] [bbotk]    FREE     1     7     3     5  940.5422     0.7700000  467.8700 1455.762
## INFO  [12:37:41.479] [bbotk]    FREE     1     7     6     5  902.0000     0.7700000  335.9542 1030.000
## INFO  [12:37:41.479] [bbotk]    FREE    10     6     4     5  902.0000     0.7700000  467.8700 1153.239
## INFO  [12:37:41.479] [bbotk]    FREE     7     7     4     5  902.0000     0.7345402  467.8700 1030.000
## INFO  [12:37:41.479] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:37:41.479] [bbotk]         29.24188          29.61000         30.24000         24.75972  20  NA
## INFO  [12:37:41.479] [bbotk]         25.74190          29.61000         30.24000         29.60872  20  NA
## INFO  [12:37:41.479] [bbotk]         29.24188          29.61000         30.24000         26.85000  20  NA
## INFO  [12:37:41.479] [bbotk]         29.24188          29.61000         30.24000         26.85000  20  NA
## INFO  [12:37:41.479] [bbotk]         29.24188          29.61000         30.24000         26.85000  20  NA
## INFO  [12:37:41.479] [bbotk]         29.65534          29.61000         35.34334         26.85000  20  NA
## INFO  [12:37:41.479] [bbotk]         29.24188          29.61000         30.24000         26.85000  20  NA
## INFO  [12:37:41.479] [bbotk]         29.24188          29.61244         30.24000         28.96834  20  NA
## INFO  [12:37:41.479] [bbotk]         31.69691          29.61000         30.24000         26.85000  20  NA
## INFO  [12:37:41.479] [bbotk]         29.24188          29.61000         39.77378         26.85000  20  NA
## INFO  [12:37:41.479] [bbotk]         29.24188          29.61000         30.24000         26.85000  20  NA
## INFO  [12:37:41.479] [bbotk]         29.24188          29.61000         30.24000         26.85000  20  NA
## INFO  [12:37:41.479] [bbotk]         29.27464          29.61000         30.24000         26.85000  20  NA
## INFO  [12:37:41.479] [bbotk]         29.64321          29.61000         30.24000         26.85000  20  NA
## INFO  [12:37:41.479] [bbotk]         29.24188          29.61000         30.24000         26.85000  20  NA
## INFO  [12:37:41.479] [bbotk]         29.24188          29.61000         29.99167         26.85000  20  NA
## INFO  [12:37:41.479] [bbotk]         29.24188          29.61000         30.24000         26.85000  20  NA
## INFO  [12:37:41.479] [bbotk]         29.24188          29.61000         30.24000         26.85000  20  NA
## INFO  [12:37:41.479] [bbotk]         29.65534          29.61000         30.24000         26.85000  20  NA
## INFO  [12:37:41.479] [bbotk]         32.54087          29.61000         30.24000         26.85000  20  NA
## INFO  [12:37:41.479] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:37:41.479] [bbotk]   381        0.07     0.138382210          4  0.2770652
## INFO  [12:37:41.479] [bbotk]   382        0.12     0.132479632          7  0.3313938
## INFO  [12:37:41.479] [bbotk]   383        0.00     0.069149276          2  0.2116970
## INFO  [12:37:41.479] [bbotk]   384        0.07     0.000000000          0  0.1994186
## INFO  [12:37:41.479] [bbotk]   385        0.02     0.035695492          1  0.2322793
## INFO  [12:37:41.479] [bbotk]   386        0.00     0.268960398          7  0.2540366
## INFO  [12:37:41.479] [bbotk]   387        0.02     0.035695492          1  0.2322793
## INFO  [12:37:41.479] [bbotk]   388        0.02     0.114966105          5  0.2527263
## INFO  [12:37:41.479] [bbotk]   389        0.27     0.129076855          4  0.1520249
## INFO  [12:37:41.479] [bbotk]   390        0.07     0.102672758          4  0.3020914
## INFO  [12:37:41.479] [bbotk]   391        0.07     0.000000000          0  0.1994186
## INFO  [12:37:41.479] [bbotk]   392        0.07     0.137259367          3  0.2190309
## INFO  [12:37:41.479] [bbotk]   393        0.00     0.066450285          3  0.1976586
## INFO  [12:37:41.479] [bbotk]   394        0.02     0.005138476          2  0.2045571
## INFO  [12:37:41.479] [bbotk]   395        0.17     0.177112833          4  0.2361155
## INFO  [12:37:41.479] [bbotk]   396        0.00     0.016183252          3  0.2112196
## INFO  [12:37:41.479] [bbotk]   397        0.00     0.098194629          3  0.2359549
## INFO  [12:37:41.479] [bbotk]   398        0.07     0.066986188          2  0.2074835
## INFO  [12:37:41.479] [bbotk]   399        0.12     0.126784210          4  0.2597466
## INFO  [12:37:41.479] [bbotk]   400        0.07     0.078136158          3  0.2659666
## INFO  [12:37:41.800] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:37:42.071] [bbotk] Result of batch 21:
## INFO  [12:37:42.079] [bbotk]  stroke heatF laneF heatP laneP    pointP reactiontimeP swimtimeP  daytimeP
## INFO  [12:37:42.079] [bbotk]  BREAST     1     7     2     7  902.0000     0.7700000   467.870 1030.0000
## INFO  [12:37:42.079] [bbotk]    FREE     1     7     4     5 1002.7327     0.7700000   467.870 1030.0000
## INFO  [12:37:42.079] [bbotk]    FREE     1     7     4     4  956.0595     0.7513925   467.870 1316.3539
## INFO  [12:37:42.079] [bbotk]    FREE     1     7     4     5 1002.7327     0.7700000   467.870 1030.0000
## INFO  [12:37:42.079] [bbotk]    FREE     1     7     4     5 1002.7327     0.7700000   467.870 1030.0000
## INFO  [12:37:42.079] [bbotk]     FLY     1     7    11     5 1002.7327     0.7700000   381.645 1030.0000
## INFO  [12:37:42.079] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000   467.870 1200.9737
## INFO  [12:37:42.079] [bbotk]    FREE     1     8     4     7  902.0000     0.7846311   467.870 1030.0000
## INFO  [12:37:42.079] [bbotk]    FREE     1     1     5     6  885.7007     0.7700000   467.870 1030.0000
## INFO  [12:37:42.079] [bbotk]    FREE     1     5     4     5  934.0091     0.7700000   467.870 1030.0000
## INFO  [12:37:42.079] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000   467.870 1030.0000
## INFO  [12:37:42.079] [bbotk]    FREE     6     7     4     5  902.0000     0.7700000   134.385  998.3497
## INFO  [12:37:42.079] [bbotk]  BREAST     5     7     4     5 1002.7327     0.7700000   467.870 1443.8445
## INFO  [12:37:42.079] [bbotk]  BREAST     1     7     4     5  902.0000     0.7700000   467.870 1628.6406
## INFO  [12:37:42.079] [bbotk]    FREE     1     7     4     4  902.0000     0.7700000   467.870 1030.0000
## INFO  [12:37:42.079] [bbotk]    FREE     1     2     4     5  902.0000     0.8092187   467.870 1668.3330
## INFO  [12:37:42.079] [bbotk]    FREE     1     7     4     4  901.9784     0.7700000   467.870 1030.0000
## INFO  [12:37:42.079] [bbotk]    FREE     1     7     2     5  902.0000     0.7700000   467.870 1052.7859
## INFO  [12:37:42.079] [bbotk]    FREE     1     7     4     5 1002.7327     0.7700000   467.870 1030.0000
## INFO  [12:37:42.079] [bbotk]    FREE     1     7     4     5  865.5534     0.7755861   467.870 1030.0000
## INFO  [12:37:42.079] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:37:42.079] [bbotk]         29.41784          34.62278         30.24000         26.85000  21  NA
## INFO  [12:37:42.079] [bbotk]         29.24188          29.61000         31.11153         23.19305  21  NA
## INFO  [12:37:42.079] [bbotk]         26.22593          33.70115         30.24000         26.85000  21  NA
## INFO  [12:37:42.079] [bbotk]         29.65534          29.61000         30.24000         26.85000  21  NA
## INFO  [12:37:42.079] [bbotk]         29.24188          29.61000         30.24000         26.85000  21  NA
## INFO  [12:37:42.079] [bbotk]         29.65534          29.61000         33.25036         26.85000  21  NA
## INFO  [12:37:42.079] [bbotk]         29.24188          29.61000         30.24000         26.85000  21  NA
## INFO  [12:37:42.079] [bbotk]         25.40971          34.74882         30.24000         26.85000  21  NA
## INFO  [12:37:42.079] [bbotk]         29.24188          29.61000         30.24000         26.85000  21  NA
## INFO  [12:37:42.079] [bbotk]         29.65534          29.61000         30.24000         26.85000  21  NA
## INFO  [12:37:42.079] [bbotk]         29.24188          29.61000         30.24056         26.85000  21  NA
## INFO  [12:37:42.079] [bbotk]         23.54396          29.61000         30.24000         26.85000  21  NA
## INFO  [12:37:42.079] [bbotk]         28.41163          29.61000         30.24000         28.73797  21  NA
## INFO  [12:37:42.079] [bbotk]         29.65534          29.61000         30.24000         26.85000  21  NA
## INFO  [12:37:42.079] [bbotk]         29.24188          29.61000         30.24000         26.85000  21  NA
## INFO  [12:37:42.079] [bbotk]         29.24188          34.32962         30.24000         26.85000  21  NA
## INFO  [12:37:42.079] [bbotk]         29.24188          29.61000         30.24000         26.85000  21  NA
## INFO  [12:37:42.079] [bbotk]         29.24188          29.61000         38.22073         26.85000  21  NA
## INFO  [12:37:42.079] [bbotk]         29.65534          29.61000         30.24000         26.85000  21  NA
## INFO  [12:37:42.079] [bbotk]         30.78579          29.61000         30.24000         26.85000  21  NA
## INFO  [12:37:42.079] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:37:42.079] [bbotk]   401        0.47    1.966293e-01          5  0.3065512
## INFO  [12:37:42.079] [bbotk]   402        0.17    5.681249e-02          3  0.2514841
## INFO  [12:37:42.079] [bbotk]   403        0.12    1.265370e-01          6  0.2563520
## INFO  [12:37:42.079] [bbotk]   404        0.00    3.738977e-02          2  0.2339735
## INFO  [12:37:42.079] [bbotk]   405        0.02    3.569549e-02          1  0.2322793
## INFO  [12:37:42.079] [bbotk]   406        0.02    1.697515e-01          6  0.3074140
## INFO  [12:37:42.079] [bbotk]   407        0.02    1.032575e-02          1  0.2097444
## INFO  [12:37:42.079] [bbotk]   408        0.32    1.556675e-01          5  0.2882099
## INFO  [12:37:42.079] [bbotk]   409        0.32    1.822464e-01          4  0.1387382
## INFO  [12:37:42.079] [bbotk]   410        0.00    7.186051e-02          3  0.1619384
## INFO  [12:37:42.079] [bbotk]   411        0.07    1.751166e-06          1  0.1994204
## INFO  [12:37:42.079] [bbotk]   412        0.12    1.047191e-01          4  0.3036353
## INFO  [12:37:42.079] [bbotk]   413        0.12    1.912385e-01          6  0.2954703
## INFO  [12:37:42.079] [bbotk]   414        0.17    9.667197e-02          3  0.2275041
## INFO  [12:37:42.079] [bbotk]   415        0.02    5.882353e-02          1  0.2013713
## INFO  [12:37:42.079] [bbotk]   416        0.47    1.220841e-01          4  0.2038556
## INFO  [12:37:42.079] [bbotk]   417        0.02    5.883118e-02          2  0.2013789
## INFO  [12:37:42.079] [bbotk]   418        0.02    8.506484e-02          3  0.2256599
## INFO  [12:37:42.079] [bbotk]   419        0.00    3.738977e-02          2  0.2339735
## INFO  [12:37:42.079] [bbotk]   420        0.07    2.015456e-02          3  0.2195732
## INFO  [12:37:42.402] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:37:42.600] [bbotk] Result of batch 22:
## INFO  [12:37:42.608] [bbotk]  stroke heatF laneF heatP laneP    pointP reactiontimeP swimtimeP daytimeP
## INFO  [12:37:42.608] [bbotk]    FREE     1     5    10     3  955.7775     0.7700000 467.87000 1171.839
## INFO  [12:37:42.608] [bbotk]    FREE     1     7     4     5 1000.9672     0.7700000 467.87000 1030.000
## INFO  [12:37:42.608] [bbotk]    FREE     1     7     4     4  902.0000     0.7700000 467.87000 1030.000
## INFO  [12:37:42.608] [bbotk]    FREE     5     3     4     4  902.0000     0.7700000 467.87000 1137.805
## INFO  [12:37:42.608] [bbotk]    BACK     3     7    10     5  902.0000     0.7943613 467.87000 1030.000
## INFO  [12:37:42.608] [bbotk]    BACK     7     7     7     1 1002.7327     0.7700000 467.87000 1688.985
## INFO  [12:37:42.608] [bbotk]  BREAST     3     7     4     5  978.2796     0.7700000 192.30645 1052.786
## INFO  [12:37:42.608] [bbotk]    FREE     1     8    11     5  902.0000     0.7960364 217.19197 1030.000
## INFO  [12:37:42.608] [bbotk]  MEDLEY     2     7     4     4  929.6598     0.7686535 467.87000 1200.974
## INFO  [12:37:42.608] [bbotk]    FREE     1     7     4     0  902.0000     0.7700000 668.47574 1322.764
## INFO  [12:37:42.608] [bbotk]    FREE     1     7     2     5 1002.7327     0.7700000 467.87000 1030.000
## INFO  [12:37:42.608] [bbotk]  BREAST     1     7     4     5  902.0000     0.7700000 467.87000 1063.733
## INFO  [12:37:42.608] [bbotk]    FREE     1     7     4     4  896.3757     0.7700000 467.87000  983.420
## INFO  [12:37:42.608] [bbotk]    FREE     3     5     2     8  984.7771     0.7700000 467.87000 1516.244
## INFO  [12:37:42.608] [bbotk]    FREE     1     5     4     5  950.2981     0.7788675 368.45111 1057.294
## INFO  [12:37:42.608] [bbotk]    FREE     1     7     4     5 1002.7327     0.7700000 467.87000 1030.000
## INFO  [12:37:42.608] [bbotk]  BREAST     1     2     4     5  936.5476     0.7700000 854.81751 1030.000
## INFO  [12:37:42.608] [bbotk]    BACK     1     7     3     5  966.0371     0.7700000 232.03673 1568.255
## INFO  [12:37:42.608] [bbotk]    FREE     1     0     9     0  902.0000     0.7700000  73.47825 1846.456
## INFO  [12:37:42.608] [bbotk]    FREE     1     7     4     5 1002.7327     0.7700000 467.87000 1030.000
## INFO  [12:37:42.608] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:37:42.608] [bbotk]         29.24188          29.61000         30.24000         26.85000  22  NA
## INFO  [12:37:42.608] [bbotk]         29.65534          29.61000         30.24000         26.85000  22  NA
## INFO  [12:37:42.608] [bbotk]         29.24188          29.61000         30.24000         26.85000  22  NA
## INFO  [12:37:42.608] [bbotk]         24.39886          29.61000         30.24000         26.85000  22  NA
## INFO  [12:37:42.608] [bbotk]         26.40154          30.00879         38.97441         31.12362  22  NA
## INFO  [12:37:42.608] [bbotk]         29.65534          29.61000         30.24000         26.85000  22  NA
## INFO  [12:37:42.608] [bbotk]         29.24188          29.61000         30.24000         26.85000  22  NA
## INFO  [12:37:42.608] [bbotk]         29.65534          29.61000         30.24000         26.85000  22  NA
## INFO  [12:37:42.608] [bbotk]         27.98911          29.61000         30.24000         26.85000  22  NA
## INFO  [12:37:42.608] [bbotk]         29.24188          29.61000         26.49409         26.85000  22  NA
## INFO  [12:37:42.608] [bbotk]         29.24188          27.26211         30.24000         26.85000  22  NA
## INFO  [12:37:42.608] [bbotk]         24.10741          29.61000         30.24000         26.85000  22  NA
## INFO  [12:37:42.608] [bbotk]         29.24188          29.61000         30.24000         26.85000  22  NA
## INFO  [12:37:42.608] [bbotk]         26.22392          29.61000         30.24000         26.85000  22  NA
## INFO  [12:37:42.608] [bbotk]         29.24188          29.61000         29.99167         26.85000  22  NA
## INFO  [12:37:42.608] [bbotk]         29.65534          29.61000         30.24000         26.85000  22  NA
## INFO  [12:37:42.608] [bbotk]         29.24188          22.58233         30.24000         26.85000  22  NA
## INFO  [12:37:42.608] [bbotk]         29.24188          25.07659         30.24000         26.85000  22  NA
## INFO  [12:37:42.608] [bbotk]         29.65534          29.61000         30.24000         26.85000  22  NA
## INFO  [12:37:42.608] [bbotk]         29.65534          29.61000         24.27050         26.85000  22  NA
## INFO  [12:37:42.608] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:37:42.608] [bbotk]   421        0.02      0.20409328          5  0.2176545
## INFO  [12:37:42.608] [bbotk]   422        0.00      0.03676415          2  0.2333479
## INFO  [12:37:42.608] [bbotk]   423        0.02      0.05882353          1  0.2013713
## INFO  [12:37:42.608] [bbotk]   424        0.12      0.20282690          5  0.2770548
## INFO  [12:37:42.608] [bbotk]   425        0.22      0.24235466          8  0.3825451
## INFO  [12:37:42.608] [bbotk]   426        0.00      0.31248247          7  0.3551847
## INFO  [12:37:42.608] [bbotk]   427        0.12      0.16310480          5  0.2994694
## INFO  [12:37:42.608] [bbotk]   428        0.12      0.13910706          5  0.2207809
## INFO  [12:37:42.608] [bbotk]   429        0.02      0.20195139          7  0.3240296
## INFO  [12:37:42.608] [bbotk]   430        0.12      0.10058866          4  0.2702158
## INFO  [12:37:42.608] [bbotk]   431        0.17      0.10362323          3  0.2402590
## INFO  [12:37:42.608] [bbotk]   432        0.22      0.08190069          3  0.2809147
## INFO  [12:37:42.608] [bbotk]   433        0.07      0.06362968          3  0.2061774
## INFO  [12:37:42.608] [bbotk]   434        0.07      0.30635994          7  0.3185279
## INFO  [12:37:42.608] [bbotk]   435        0.00      0.08596125          6  0.1732330
## INFO  [12:37:42.608] [bbotk]   436        0.00      0.03738977          2  0.2339735
## INFO  [12:37:42.608] [bbotk]   437        0.27      0.18108341          5  0.2588956
## INFO  [12:37:42.608] [bbotk]   438        0.07      0.20501812          6  0.2340386
## INFO  [12:37:42.608] [bbotk]   439        0.17      0.25187785          6  0.3259152
## INFO  [12:37:42.608] [bbotk]   440        0.17      0.05598865          3  0.2508900
## INFO  [12:37:42.929] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:37:43.166] [bbotk] Result of batch 23:
## INFO  [12:37:43.178] [bbotk]  stroke heatF laneF heatP laneP    pointP reactiontimeP swimtimeP daytimeP
## INFO  [12:37:43.178] [bbotk]    BACK     6     7     4     5 1002.7327     0.7700000  275.1144 1030.000
## INFO  [12:37:43.178] [bbotk]    FREE     1     7     9     5  902.0000     0.7700000  467.8700 1159.395
## INFO  [12:37:43.178] [bbotk]    FREE     3     5     6     5  902.0000     0.7700000  113.5092 1439.599
## INFO  [12:37:43.178] [bbotk]    FREE     1     7     4     3  902.0000     0.7700000  467.8700 1459.179
## INFO  [12:37:43.178] [bbotk]  MEDLEY     1     2    10     7  902.0000     0.7700000  883.7678 1190.698
## INFO  [12:37:43.178] [bbotk]    FREE     1     7     4     4  941.2808     0.7700000  467.8700 1014.542
## INFO  [12:37:43.178] [bbotk]    BACK     1     7     8     3  902.0000     0.7548538  467.8700 1030.000
## INFO  [12:37:43.178] [bbotk]    FREE     1     9     4     5  902.0000     0.7754961  141.8726 1380.973
## INFO  [12:37:43.178] [bbotk]    FREE     9     4     4     4  902.0000     0.7700000  467.8700 1262.622
## INFO  [12:37:43.178] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:37:43.178] [bbotk]    FREE    12     7     6     5  902.0000     0.7700000  105.8541 1129.014
## INFO  [12:37:43.178] [bbotk]  BREAST     1     7     2     2  902.0000     0.7688952  467.8700 1007.311
## INFO  [12:37:43.178] [bbotk]    FREE     1     7     4     5 1002.7327     0.7700000  467.8700 1030.000
## INFO  [12:37:43.178] [bbotk]    FREE     1     3     3     5  895.0552     0.7700000  129.1314 1707.495
## INFO  [12:37:43.178] [bbotk]    BACK     1     8     5     5  969.5864     0.7700000  633.9704 1030.000
## INFO  [12:37:43.178] [bbotk]    FREE     1     7     2     5  902.0000     0.7700000  732.9704 1799.932
## INFO  [12:37:43.178] [bbotk]  BREAST     8     7     4     0  925.2762     0.7700000  467.8700 1030.000
## INFO  [12:37:43.178] [bbotk]    FREE     1     7     2     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:37:43.178] [bbotk]    FREE     1     7     2     5  902.0000     0.7700000  467.8700 1169.716
## INFO  [12:37:43.178] [bbotk]    FREE     1     7    10     5  902.0000     0.7700000  467.8700 1136.708
## INFO  [12:37:43.178] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:37:43.178] [bbotk]         29.65534          29.61000         30.24000         26.85000  23  NA
## INFO  [12:37:43.178] [bbotk]         27.79705          29.61000         30.24000         26.85000  23  NA
## INFO  [12:37:43.178] [bbotk]         29.24188          29.61000         30.24000         27.12995  23  NA
## INFO  [12:37:43.178] [bbotk]         29.68271          29.27265         30.24000         26.85000  23  NA
## INFO  [12:37:43.178] [bbotk]         29.24188          21.81631         30.24000         26.85000  23  NA
## INFO  [12:37:43.178] [bbotk]         23.82053          29.61000         30.24000         26.85000  23  NA
## INFO  [12:37:43.178] [bbotk]         29.24188          29.61000         40.18310         25.60927  23  NA
## INFO  [12:37:43.178] [bbotk]         29.24188          29.61000         30.24000         26.85000  23  NA
## INFO  [12:37:43.178] [bbotk]         30.20804          32.91185         25.74755         26.85000  23  NA
## INFO  [12:37:43.178] [bbotk]         29.24573          29.61000         30.24000         26.85000  23  NA
## INFO  [12:37:43.178] [bbotk]         29.24188          23.53469         22.80836         31.62273  23  NA
## INFO  [12:37:43.178] [bbotk]         29.27464          29.61000         30.24000         26.85000  23  NA
## INFO  [12:37:43.178] [bbotk]         29.24188          29.61000         30.24000         26.85000  23  NA
## INFO  [12:37:43.178] [bbotk]         29.65534          29.61000         30.24000         31.48990  23  NA
## INFO  [12:37:43.178] [bbotk]         26.69157          29.61000         30.24000         31.75548  23  NA
## INFO  [12:37:43.178] [bbotk]         29.24188          29.61000         30.24000         26.85000  23  NA
## INFO  [12:37:43.178] [bbotk]         33.58028          32.01323         28.45575         26.85000  23  NA
## INFO  [12:37:43.178] [bbotk]         29.24188          29.61000         30.24000         26.85000  23  NA
## INFO  [12:37:43.178] [bbotk]         29.59618          29.61000         30.24000         26.85000  23  NA
## INFO  [12:37:43.178] [bbotk]         29.24188          29.61000         30.24000         26.85000  23  NA
## INFO  [12:37:43.178] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:37:43.178] [bbotk]   441        0.00    1.669641e-01          5  0.3486910
## INFO  [12:37:43.178] [bbotk]   442        0.02    7.255873e-02          3  0.2127492
## INFO  [12:37:43.178] [bbotk]   443        0.00    2.245436e-01          6  0.3062174
## INFO  [12:37:43.178] [bbotk]   444        0.22    8.785780e-02          4  0.2584461
## INFO  [12:37:43.178] [bbotk]   445        0.32    3.009551e-01          7  0.3227786
## INFO  [12:37:43.178] [bbotk]   446        0.12    9.589197e-02          4  0.2257070
## INFO  [12:37:43.178] [bbotk]   447        0.22    2.161680e-01          6  0.3342263
## INFO  [12:37:43.178] [bbotk]   448        0.17    1.010902e-01          4  0.2415875
## INFO  [12:37:43.178] [bbotk]   449        0.12    2.212789e-01          7  0.2697059
## INFO  [12:37:43.178] [bbotk]   450        0.07    1.580108e-05          1  0.1994344
## INFO  [12:37:43.178] [bbotk]   451        0.12    2.167559e-01          7  0.3435436
## INFO  [12:37:43.178] [bbotk]   452        0.32    1.781556e-01          6  0.2527703
## INFO  [12:37:43.178] [bbotk]   453        0.02    3.569549e-02          1  0.2322793
## INFO  [12:37:43.178] [bbotk]   454        0.07    2.070270e-01          7  0.2381033
## INFO  [12:37:43.178] [bbotk]   455        0.12    2.458330e-01          7  0.2655416
## INFO  [12:37:43.178] [bbotk]   456        0.00    1.217264e-01          3  0.2247139
## INFO  [12:37:43.178] [bbotk]   457        0.32    2.173744e-01          7  0.3543421
## INFO  [12:37:43.178] [bbotk]   458        0.02    5.882353e-02          1  0.1994186
## INFO  [12:37:43.178] [bbotk]   459        0.00    6.871335e-02          3  0.2093085
## INFO  [12:37:43.178] [bbotk]   460        0.00    6.526801e-02          2  0.2058631
## INFO  [12:37:43.501] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:37:43.704] [bbotk] Result of batch 24:
## INFO  [12:37:43.714] [bbotk]  stroke heatF laneF heatP laneP    pointP reactiontimeP swimtimeP daytimeP
## INFO  [12:37:43.714] [bbotk]  MEDLEY     4     9     2     5  908.7888     0.7700000  467.8700 1826.551
## INFO  [12:37:43.714] [bbotk]    FREE     1     7     8     4  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:37:43.714] [bbotk]  BREAST     1     7     3     5  913.6574     0.7700000  467.8700 1030.000
## INFO  [12:37:43.714] [bbotk]    FREE     3     3     4     5  923.4984     0.7922084  467.8700 1030.000
## INFO  [12:37:43.714] [bbotk]    FREE     1     7    10     8  973.0306     0.7700000  467.8700 1502.401
## INFO  [12:37:43.714] [bbotk]  MEDLEY     1     7     4     5  902.0000     0.7793989  687.6616 1030.000
## INFO  [12:37:43.714] [bbotk]    FREE    12     7     4     9  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:37:43.714] [bbotk]    FREE     7     7     4     0  902.0000     0.7700000  683.8607 1030.000
## INFO  [12:37:43.714] [bbotk]    FREE     1     7    10     5 1002.7327     0.7700000  467.8700 1030.000
## INFO  [12:37:43.714] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:37:43.714] [bbotk]    FREE     1     7     4     5  983.9693     0.7660080  463.2047 1037.538
## INFO  [12:37:43.714] [bbotk]    FREE     1     7     4     5  955.2997     0.7434569  467.8700 1607.036
## INFO  [12:37:43.714] [bbotk]    FREE     1     7     4     5  902.0000     0.8154471  316.6402 1030.000
## INFO  [12:37:43.714] [bbotk]    FREE    10     7     4     6  995.4733     0.7700000  467.8700 1032.920
## INFO  [12:37:43.714] [bbotk]    FREE     1     7     4     5  902.0000     0.7720099  467.8700 1030.000
## INFO  [12:37:43.714] [bbotk]    FREE     9     8     4     5  985.3002     0.7700000  833.4714 1341.642
## INFO  [12:37:43.714] [bbotk]    FREE    12     5     4     3  902.0000     0.7700000  467.8700 1110.919
## INFO  [12:37:43.714] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  467.8700 1049.098
## INFO  [12:37:43.714] [bbotk]    FREE     7     7     2     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:37:43.714] [bbotk]    FREE     1     7     2     5  941.8709     0.7425460  693.1216 1432.033
## INFO  [12:37:43.714] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:37:43.714] [bbotk]         31.74780          35.71563         21.55225         26.85000  24  NA
## INFO  [12:37:43.714] [bbotk]         29.24188          21.94610         30.24000         26.85000  24  NA
## INFO  [12:37:43.714] [bbotk]         29.65534          29.70116         30.24000         26.85000  24  NA
## INFO  [12:37:43.714] [bbotk]         29.24188          22.01804         30.24000         25.92371  24  NA
## INFO  [12:37:43.714] [bbotk]         29.24188          29.61000         30.24000         32.66028  24  NA
## INFO  [12:37:43.714] [bbotk]         29.24188          29.61000         30.24000         27.85151  24  NA
## INFO  [12:37:43.714] [bbotk]         29.24188          28.43082         30.24000         32.37347  24  NA
## INFO  [12:37:43.714] [bbotk]         29.24188          29.61000         30.24000         26.85000  24  NA
## INFO  [12:37:43.714] [bbotk]         29.24188          29.61000         30.24000         26.85000  24  NA
## INFO  [12:37:43.714] [bbotk]         29.24188          29.61000         30.24000         26.85000  24  NA
## INFO  [12:37:43.714] [bbotk]         29.24188          23.52570         30.24000         26.85000  24  NA
## INFO  [12:37:43.714] [bbotk]         28.34473          35.91361         30.24000         26.85000  24  NA
## INFO  [12:37:43.714] [bbotk]         29.11492          29.61000         30.24000         26.85000  24  NA
## INFO  [12:37:43.714] [bbotk]         34.56416          29.61000         30.24000         26.85000  24  NA
## INFO  [12:37:43.714] [bbotk]         24.69752          29.61000         23.56704         26.85000  24  NA
## INFO  [12:37:43.714] [bbotk]         29.65534          29.61000         30.24000         26.85000  24  NA
## INFO  [12:37:43.714] [bbotk]         29.35457          24.00088         37.70671         26.85000  24  NA
## INFO  [12:37:43.714] [bbotk]         29.24188          29.61000         30.24000         26.85000  24  NA
## INFO  [12:37:43.714] [bbotk]         29.24188          29.61000         35.26532         26.85000  24  NA
## INFO  [12:37:43.714] [bbotk]         29.24188          32.65808         30.24000         26.85000  24  NA
## INFO  [12:37:43.714] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:37:43.714] [bbotk]   461        0.42     0.346818597          9  0.3490771
## INFO  [12:37:43.714] [bbotk]   462        0.07     0.147364753          3  0.2286848
## INFO  [12:37:43.714] [bbotk]   463        0.12     0.123825707          5  0.2591739
## INFO  [12:37:43.714] [bbotk]   464        0.22     0.162993821          6  0.2858949
## INFO  [12:37:43.714] [bbotk]   465        0.02     0.200584446          5  0.2811342
## INFO  [12:37:43.714] [bbotk]   466        0.07     0.078999044          4  0.2784177
## INFO  [12:37:43.714] [bbotk]   467        0.32     0.150013293          4  0.3064434
## INFO  [12:37:43.714] [bbotk]   468        0.07     0.131012092          3  0.3111478
## INFO  [12:37:43.714] [bbotk]   469        0.00     0.094519022          2  0.2322793
## INFO  [12:37:43.714] [bbotk]   470        0.07     0.000000000          0  0.1994186
## INFO  [12:37:43.714] [bbotk]   471        0.17     0.054035323          5  0.2480922
## INFO  [12:37:43.714] [bbotk]   472        0.17     0.086193008          5  0.2719854
## INFO  [12:37:43.714] [bbotk]   473        0.12     0.017304003          3  0.2162202
## INFO  [12:37:43.714] [bbotk]   474        0.12     0.172756019          5  0.2666008
## INFO  [12:37:43.714] [bbotk]   475        0.27     0.039740801          3  0.2370723
## INFO  [12:37:43.714] [bbotk]   476        0.07     0.190303351          6  0.3244514
## INFO  [12:37:43.714] [bbotk]   477        0.17     0.226833089          7  0.3081532
## INFO  [12:37:43.714] [bbotk]   478        0.07     0.001153406          1  0.2005720
## INFO  [12:37:43.714] [bbotk]   479        0.02     0.133304225          3  0.2738993
## INFO  [12:37:43.714] [bbotk]   480        0.00     0.127475740          6  0.2562641
## INFO  [12:37:44.024] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:37:44.236] [bbotk] Result of batch 25:
## INFO  [12:37:44.243] [bbotk]  stroke heatF laneF heatP laneP    pointP reactiontimeP swimtimeP daytimeP
## INFO  [12:37:44.243] [bbotk]    FREE     1     7     4     3  901.4197     0.7700000 896.38826 1455.134
## INFO  [12:37:44.243] [bbotk]    FREE     1     7     4     8  956.6933     0.7700000 467.87000 1030.000
## INFO  [12:37:44.243] [bbotk]    FREE     1     5     2     5  902.0000     0.7692528 467.87000 1030.000
## INFO  [12:37:44.243] [bbotk]    FREE     1     9     6     5  902.0000     0.7700000 467.87000 1030.000
## INFO  [12:37:44.243] [bbotk]  BREAST    10     7     4     5  924.9308     0.7700000 467.87000 1030.000
## INFO  [12:37:44.243] [bbotk]     FLY     8     6     4     5  902.0000     0.7700000 819.60141 1030.000
## INFO  [12:37:44.243] [bbotk]    FREE     1     2     4     5 1002.7327     0.7700000  37.47592 1030.000
## INFO  [12:37:44.243] [bbotk]    FREE     1     7     4     1  940.4007     0.7342572 467.87000 1200.974
## INFO  [12:37:44.243] [bbotk]    FREE     1     7     2     5  902.0000     0.7700000 208.27298 1034.108
## INFO  [12:37:44.243] [bbotk]    FREE     1     8     4     6  876.5738     0.8200367 467.87000 1251.188
## INFO  [12:37:44.243] [bbotk]    BACK     1     7     2     5 1002.7327     0.7733390  57.75418 1030.000
## INFO  [12:37:44.243] [bbotk]    FREE     1     7    10     5  868.1796     0.7646726 467.87000 1030.000
## INFO  [12:37:44.243] [bbotk]     FLY     9     7     4     5  902.0000     0.7700000 467.87000 1836.093
## INFO  [12:37:44.243] [bbotk]  MEDLEY     1     7     4     5  902.0000     0.7700000 467.87000 1030.000
## INFO  [12:37:44.243] [bbotk]    FREE     1     7     2     5  902.0000     0.7700000 467.87000 1030.000
## INFO  [12:37:44.243] [bbotk]    FREE     1     7     4     5  950.9954     0.7700000 853.93926 1608.586
## INFO  [12:37:44.243] [bbotk]    FREE     1     7     6     5  925.7544     0.7700000 467.87000 1795.581
## INFO  [12:37:44.243] [bbotk]    FREE     1     7     4     4  923.1438     0.7700000 467.87000 1030.000
## INFO  [12:37:44.243] [bbotk]    FREE     1     4     4     5 1002.7327     0.7700000 256.55491 1030.000
## INFO  [12:37:44.243] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000 467.87000 1030.000
## INFO  [12:37:44.243] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:37:44.243] [bbotk]         29.24188          29.61000         30.24000         26.85000  25  NA
## INFO  [12:37:44.243] [bbotk]         29.24188          29.61000         30.24000         26.85000  25  NA
## INFO  [12:37:44.243] [bbotk]         29.24188          29.61000         30.24000         26.85000  25  NA
## INFO  [12:37:44.243] [bbotk]         29.38923          29.61000         28.54282         26.85000  25  NA
## INFO  [12:37:44.243] [bbotk]         28.43180          29.61000         31.99682         26.85000  25  NA
## INFO  [12:37:44.243] [bbotk]         29.24188          29.61000         30.02413         26.85000  25  NA
## INFO  [12:37:44.243] [bbotk]         29.24188          29.61000         30.24000         26.85000  25  NA
## INFO  [12:37:44.243] [bbotk]         29.24188          29.61000         30.24000         26.85000  25  NA
## INFO  [12:37:44.243] [bbotk]         29.72159          29.61000         30.69084         29.48454  25  NA
## INFO  [12:37:44.243] [bbotk]         29.24188          25.67128         30.24000         26.85000  25  NA
## INFO  [12:37:44.243] [bbotk]         29.24188          34.87065         36.38653         26.85000  25  NA
## INFO  [12:37:44.243] [bbotk]         29.24188          35.64433         30.24000         26.85000  25  NA
## INFO  [12:37:44.243] [bbotk]         30.29527          29.61000         30.24000         26.85000  25  NA
## INFO  [12:37:44.243] [bbotk]         24.26043          29.61000         30.24000         26.85000  25  NA
## INFO  [12:37:44.243] [bbotk]         29.41784          29.61000         30.24000         26.85000  25  NA
## INFO  [12:37:44.243] [bbotk]         29.65534          33.78014         30.24000         26.85000  25  NA
## INFO  [12:37:44.243] [bbotk]         29.24188          29.61000         30.24000         26.85000  25  NA
## INFO  [12:37:44.243] [bbotk]         29.27464          29.61000         30.24000         29.18005  25  NA
## INFO  [12:37:44.243] [bbotk]         29.65534          23.29889         29.03197         29.31116  25  NA
## INFO  [12:37:44.243] [bbotk]         29.24188          29.61000         30.24000         26.85000  25  NA
## INFO  [12:37:44.243] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:37:44.243] [bbotk]   481        0.17      0.11122040          4  0.2808475
## INFO  [12:37:44.243] [bbotk]   482        0.12      0.07820459          2  0.2204964
## INFO  [12:37:44.243] [bbotk]   483        0.02      0.11776915          3  0.1992965
## INFO  [12:37:44.243] [bbotk]   484        0.32      0.12353871          4  0.2036278
## INFO  [12:37:44.243] [bbotk]   485        0.17      0.13456591          5  0.3138962
## INFO  [12:37:44.243] [bbotk]   486        0.17      0.19890754          5  0.3305248
## INFO  [12:37:44.243] [bbotk]   487        0.37      0.12115087          3  0.1999898
## INFO  [12:37:44.243] [bbotk]   488        0.02      0.08859723          4  0.2500415
## INFO  [12:37:44.243] [bbotk]   489        0.00      0.09176227          6  0.2322596
## INFO  [12:37:44.243] [bbotk]   490        0.32      0.16346423          6  0.2361684
## INFO  [12:37:44.243] [bbotk]   491        0.17      0.21881449          7  0.2559947
## INFO  [12:37:44.243] [bbotk]   492        0.37      0.09507743          4  0.2339316
## INFO  [12:37:44.243] [bbotk]   493        0.12      0.17064665          4  0.3087298
## INFO  [12:37:44.243] [bbotk]   494        0.07      0.07923635          2  0.2782503
## INFO  [12:37:44.243] [bbotk]   495        0.00      0.05954459          2  0.2001397
## INFO  [12:37:44.243] [bbotk]   496        0.12      0.09405856          5  0.2722176
## INFO  [12:37:44.243] [bbotk]   497        0.02      0.11347743          3  0.2512377
## INFO  [12:37:44.243] [bbotk]   498        0.00      0.07817497          4  0.2093832
## INFO  [12:37:44.243] [bbotk]   499        0.12      0.14990938          7  0.2579134
## INFO  [12:37:44.243] [bbotk]   500        0.07      0.00000000          0  0.1994186
## INFO  [12:37:44.581] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:37:44.780] [bbotk] Result of batch 26:
## INFO  [12:37:44.788] [bbotk]  stroke heatF laneF heatP laneP    pointP reactiontimeP swimtimeP daytimeP
## INFO  [12:37:44.788] [bbotk]    FREE     1     7     4     1  971.3979     0.7700000  467.8700 1030.000
## INFO  [12:37:44.788] [bbotk]    FREE     1     7     4     4  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:37:44.788] [bbotk]  MEDLEY     1     7     4     5 1011.3996     0.7700000  387.0953 1030.000
## INFO  [12:37:44.788] [bbotk]    FREE     1     0     4     5  902.0000     0.7550411  467.8700 1030.000
## INFO  [12:37:44.788] [bbotk]    FREE     1     7     4     5 1002.7327     0.7700000  467.8700 1030.000
## INFO  [12:37:44.788] [bbotk]    BACK     1     7     4     5  902.0000     0.8210745  467.8700 1030.000
## INFO  [12:37:44.788] [bbotk]    BACK     1     2     4     1  902.0000     0.7700000  799.4307 1728.959
## INFO  [12:37:44.788] [bbotk]  MEDLEY     1     9    10     5  902.5386     0.7700000  467.8700 1871.225
## INFO  [12:37:44.788] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:37:44.788] [bbotk]  BREAST     1     7     4     5  902.0000     0.7700000  467.8700 1212.548
## INFO  [12:37:44.788] [bbotk]    FREE     1     7     4     5 1002.7327     0.7700000  467.8700 1030.000
## INFO  [12:37:44.788] [bbotk]     FLY     1     8     4     5  902.0000     0.7460923  467.8700 1030.000
## INFO  [12:37:44.788] [bbotk]     FLY     8     7     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:37:44.788] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  467.8700 1024.832
## INFO  [12:37:44.788] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:37:44.788] [bbotk]    FREE     7     7    10     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:37:44.788] [bbotk]    FREE     1     7     2     5  908.7888     0.7700000  467.8700 1052.786
## INFO  [12:37:44.788] [bbotk]    FREE     5     7     4     5  988.9416     0.7700000  467.8700 1293.239
## INFO  [12:37:44.788] [bbotk]    FREE     1     7     2     5  916.5529     0.7700000  467.8700 1030.000
## INFO  [12:37:44.788] [bbotk]    FREE     1     1     4     1  902.0000     0.7532400  467.8700 1030.000
## INFO  [12:37:44.788] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:37:44.788] [bbotk]         29.59361          29.61000         30.24000         26.85000  26  NA
## INFO  [12:37:44.788] [bbotk]         29.24188          29.61000         30.24000         26.85000  26  NA
## INFO  [12:37:44.788] [bbotk]         29.65534          21.80323         30.24000         26.85000  26  NA
## INFO  [12:37:44.788] [bbotk]         33.12830          29.61000         30.24000         26.85000  26  NA
## INFO  [12:37:44.788] [bbotk]         29.24188          29.61000         30.24000         26.85000  26  NA
## INFO  [12:37:44.788] [bbotk]         35.66603          29.61000         29.99167         26.85000  26  NA
## INFO  [12:37:44.788] [bbotk]         29.65534          25.52988         39.04198         21.86572  26  NA
## INFO  [12:37:44.788] [bbotk]         29.24188          29.61000         30.06369         26.85000  26  NA
## INFO  [12:37:44.788] [bbotk]         29.24188          29.61000         30.24000         26.85000  26  NA
## INFO  [12:37:44.788] [bbotk]         24.82848          29.61000         30.24000         26.85000  26  NA
## INFO  [12:37:44.788] [bbotk]         29.65534          29.61000         30.24000         26.85000  26  NA
## INFO  [12:37:44.788] [bbotk]         34.16823          29.61000         30.24000         26.85000  26  NA
## INFO  [12:37:44.788] [bbotk]         29.24188          26.92985         22.27515         26.85000  26  NA
## INFO  [12:37:44.788] [bbotk]         29.63737          29.61000         30.29329         26.85000  26  NA
## INFO  [12:37:44.788] [bbotk]         29.42566          29.61000         30.24000         26.85000  26  NA
## INFO  [12:37:44.788] [bbotk]         29.59116          29.61000         31.49878         26.85000  26  NA
## INFO  [12:37:44.788] [bbotk]         29.24188          29.61000         30.24000         26.85000  26  NA
## INFO  [12:37:44.788] [bbotk]         29.27464          29.61000         34.34935         29.26333  26  NA
## INFO  [12:37:44.788] [bbotk]         29.24188          29.61000         30.24000         26.85000  26  NA
## INFO  [12:37:44.788] [bbotk]         29.12477          29.61000         38.34634         26.85000  26  NA
## INFO  [12:37:44.788] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:37:44.788] [bbotk]   501        0.02    0.0848566216          3  0.2539267
## INFO  [12:37:44.788] [bbotk]   502        0.02    0.0588235294          1  0.2013713
## INFO  [12:37:44.788] [bbotk]   503        0.12    0.1345543687          5  0.3299159
## INFO  [12:37:44.788] [bbotk]   504        0.27    0.0771934785          3  0.2129000
## INFO  [12:37:44.788] [bbotk]   505        0.02    0.0356954924          1  0.2322793
## INFO  [12:37:44.788] [bbotk]   506        0.22    0.0942674716          4  0.2921387
## INFO  [12:37:44.788] [bbotk]   507        0.32    0.3092196374          9  0.3879546
## INFO  [12:37:44.788] [bbotk]   508        0.07    0.2280154880          6  0.3022761
## INFO  [12:37:44.788] [bbotk]   509        0.07    0.0000000000          0  0.1994186
## INFO  [12:37:44.788] [bbotk]   510        0.22    0.0879334119          3  0.2724129
## INFO  [12:37:44.788] [bbotk]   511        0.00    0.0373897710          2  0.2339735
## INFO  [12:37:44.788] [bbotk]   512        0.32    0.1417406480          4  0.2745228
## INFO  [12:37:44.788] [bbotk]   513        0.42    0.1528553735          4  0.3494670
## INFO  [12:37:44.788] [bbotk]   514        0.02    0.0020988114          3  0.2015174
## INFO  [12:37:44.788] [bbotk]   515        0.02    0.0007531006          1  0.2001717
## INFO  [12:37:44.788] [bbotk]   516        0.00    0.1230002872          4  0.2635954
## INFO  [12:37:44.788] [bbotk]   517        0.00    0.0626053321          3  0.2003656
## INFO  [12:37:44.788] [bbotk]   518        0.02    0.1306113170          6  0.2955780
## INFO  [12:37:44.788] [bbotk]   519        0.02    0.0639804818          2  0.2017407
## INFO  [12:37:44.788] [bbotk]   520        0.17    0.1461220291          5  0.2241132
## INFO  [12:37:45.121] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:37:45.321] [bbotk] Result of batch 27:
## INFO  [12:37:45.331] [bbotk]  stroke heatF laneF heatP laneP    pointP reactiontimeP swimtimeP  daytimeP
## INFO  [12:37:45.331] [bbotk]    FREE     4     7     4     5 1000.9107     0.7700000  467.8700 1375.6823
## INFO  [12:37:45.331] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  467.8700 1052.7859
## INFO  [12:37:45.331] [bbotk]    FREE     1     7     4     5  985.3010     0.7916416  467.8700 1188.8674
## INFO  [12:37:45.331] [bbotk]     FLY     1     7     4     5  982.3886     0.7700000  467.8700 1030.0000
## INFO  [12:37:45.331] [bbotk]    FREE     3     7     4     5 1000.0427     0.7897945  467.8700 1030.0000
## INFO  [12:37:45.331] [bbotk]    FREE    10     7     4     8  902.0000     0.7700000  536.2998 1030.0000
## INFO  [12:37:45.331] [bbotk]    FREE     1     7     2     5  902.0000     0.7451256  939.2354 1030.0000
## INFO  [12:37:45.331] [bbotk]    FREE     1     7     4     5  905.0368     0.7700000  467.8700 1030.0000
## INFO  [12:37:45.331] [bbotk]  BREAST     1     7     1     5  952.9975     0.7757636  487.0394 1328.9209
## INFO  [12:37:45.331] [bbotk]    FREE     1     7     2     5  896.0622     0.7737698  467.8700 1546.2255
## INFO  [12:37:45.331] [bbotk]    FREE     1     7    10     5  902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:37:45.331] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:37:45.331] [bbotk]    FREE     1     7     4     4 1002.7327     0.7700000  467.8700 1030.0000
## INFO  [12:37:45.331] [bbotk]    FREE     1     2    11     2  940.8340     0.7700000  467.8700 1030.0000
## INFO  [12:37:45.331] [bbotk]  BREAST     1     9     1     0  902.0000     0.7713708  467.8700 1030.0000
## INFO  [12:37:45.331] [bbotk]    FREE     1     7     4     5  902.0000     0.7700621  467.8700 1030.0000
## INFO  [12:37:45.331] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  467.8700  946.4355
## INFO  [12:37:45.331] [bbotk]    FREE     1     7     4     8  902.0000     0.7700000  467.8700 1052.7859
## INFO  [12:37:45.331] [bbotk]    FREE     1     4     4     9  902.0000     0.7700000  453.4935 1812.7554
## INFO  [12:37:45.331] [bbotk]    FREE    11     9     4     0 1002.7327     0.7700000  467.8700 1030.0000
## INFO  [12:37:45.331] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:37:45.331] [bbotk]         30.51802          29.61000         30.18316         26.85000  27  NA
## INFO  [12:37:45.331] [bbotk]         29.24188          29.61000         30.24000         26.85000  27  NA
## INFO  [12:37:45.331] [bbotk]         28.12256          29.61000         39.52326         26.85000  27  NA
## INFO  [12:37:45.331] [bbotk]         29.24188          29.61000         30.24000         26.85000  27  NA
## INFO  [12:37:45.331] [bbotk]         29.65534          29.61000         30.24000         26.85000  27  NA
## INFO  [12:37:45.331] [bbotk]         29.24188          24.87894         30.24000         27.45930  27  NA
## INFO  [12:37:45.331] [bbotk]         29.23116          29.61000         28.40336         25.92829  27  NA
## INFO  [12:37:45.331] [bbotk]         29.48947          29.61000         30.24000         26.85000  27  NA
## INFO  [12:37:45.331] [bbotk]         29.24188          29.61000         30.24000         26.85000  27  NA
## INFO  [12:37:45.331] [bbotk]         24.87701          29.61000         33.72570         26.85000  27  NA
## INFO  [12:37:45.331] [bbotk]         29.24188          29.61000         30.24000         26.85000  27  NA
## INFO  [12:37:45.331] [bbotk]         29.65534          29.61000         30.24000         26.85000  27  NA
## INFO  [12:37:45.331] [bbotk]         29.24188          29.61000         30.24000         27.36426  27  NA
## INFO  [12:37:45.331] [bbotk]         34.79657          25.43181         29.99167         26.85000  27  NA
## INFO  [12:37:45.331] [bbotk]         29.24188          26.22124         30.24000         26.85000  27  NA
## INFO  [12:37:45.331] [bbotk]         29.65534          29.61000         30.24000         26.85000  27  NA
## INFO  [12:37:45.331] [bbotk]         29.24188          29.61000         30.24000         26.85000  27  NA
## INFO  [12:37:45.331] [bbotk]         29.24188          29.61000         27.64449         26.37908  27  NA
## INFO  [12:37:45.331] [bbotk]         29.24188          29.61000         30.24000         26.85000  27  NA
## INFO  [12:37:45.331] [bbotk]         29.24188          29.61000         30.24000         21.86016  27  NA
## INFO  [12:37:45.331] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:37:45.331] [bbotk]   521        0.00     0.120156871          5  0.3103031
## INFO  [12:37:45.331] [bbotk]   522        0.02     0.001376124          1  0.2007948
## INFO  [12:37:45.331] [bbotk]   523        0.07     0.076159364          5  0.2622800
## INFO  [12:37:45.331] [bbotk]   524        0.12     0.087309918          2  0.2838937
## INFO  [12:37:45.331] [bbotk]   525        0.00     0.098494469          4  0.2950782
## INFO  [12:37:45.331] [bbotk]   526        0.32     0.143292545          5  0.2810587
## INFO  [12:37:45.331] [bbotk]   527        0.12     0.102459294          6  0.2312431
## INFO  [12:37:45.331] [bbotk]   528        0.02     0.002090705          2  0.1993571
## INFO  [12:37:45.331] [bbotk]   529        0.17     0.155899333          6  0.1753657
## INFO  [12:37:45.331] [bbotk]   530        0.02     0.121466860          6  0.2275973
## INFO  [12:37:45.331] [bbotk]   531        0.02     0.058823529          1  0.1994186
## INFO  [12:37:45.331] [bbotk]   532        0.02     0.001694279          1  0.2011129
## INFO  [12:37:45.331] [bbotk]   533        0.02     0.097106734          3  0.2283150
## INFO  [12:37:45.331] [bbotk]   534        0.47     0.229968752          7  0.2371977
## INFO  [12:37:45.331] [bbotk]   535        0.32     0.248658432          6  0.3213626
## INFO  [12:37:45.331] [bbotk]   536        0.02     0.001704419          2  0.2011231
## INFO  [12:37:45.331] [bbotk]   537        0.12     0.005046776          1  0.2044654
## INFO  [12:37:45.331] [bbotk]   538        0.17     0.070656032          4  0.2108292
## INFO  [12:37:45.331] [bbotk]   539        0.02     0.165810190          4  0.2795069
## INFO  [12:37:45.331] [bbotk]   540        0.32     0.237274706          5  0.3618819
## INFO  [12:37:45.695] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:37:45.891] [bbotk] Result of batch 28:
## INFO  [12:37:45.898] [bbotk]  stroke heatF laneF heatP laneP    pointP reactiontimeP swimtimeP daytimeP
## INFO  [12:37:45.898] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:37:45.898] [bbotk]  BREAST     1     7     1     5  934.0091     0.7700000  467.8700 1030.000
## INFO  [12:37:45.898] [bbotk]    FREE     1     7     4     4  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:37:45.898] [bbotk]    FREE     1     7     2     6  902.0000     0.7700000  467.8700 1228.898
## INFO  [12:37:45.898] [bbotk]    FREE     1     7     4     3  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:37:45.898] [bbotk]    FREE     1     0     4     5  874.3527     0.7700000  467.8700 1563.225
## INFO  [12:37:45.898] [bbotk]  BREAST     1     7    10     5  962.8988     0.7700000  321.8989 1046.975
## INFO  [12:37:45.898] [bbotk]    FREE     1     7     2     5  978.5853     0.7829002  467.8700 1446.597
## INFO  [12:37:45.898] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:37:45.898] [bbotk]    FREE     1     7     4     5 1002.7327     0.7700000  467.8700 1030.000
## INFO  [12:37:45.898] [bbotk]    FREE     1     3     4     5 1007.0670     0.7700000  703.4406 1319.119
## INFO  [12:37:45.898] [bbotk]    FREE     1     0    11     5 1002.7327     0.7700000  467.8700 1030.000
## INFO  [12:37:45.898] [bbotk]     FLY     6     7     4     3  902.0000     0.7666468  467.8700 1030.000
## INFO  [12:37:45.898] [bbotk]    FREE     1     7    10     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:37:45.898] [bbotk]    FREE     1     7     3     5  902.0000     0.7700000  959.4586 1030.000
## INFO  [12:37:45.898] [bbotk]    BACK     1     0     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:37:45.898] [bbotk]    FREE     1     7     4     5  902.0000     0.8043722  195.5698 1030.000
## INFO  [12:37:45.898] [bbotk]    FREE     1     7     2     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:37:45.898] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:37:45.898] [bbotk]    FREE     7     7     4     1 1002.7327     0.7700000  778.4897 1030.000
## INFO  [12:37:45.898] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:37:45.898] [bbotk]         29.24188          29.61000         30.24000         26.85000  28  NA
## INFO  [12:37:45.898] [bbotk]         29.65534          29.61000         34.59742         26.85000  28  NA
## INFO  [12:37:45.898] [bbotk]         29.42786          29.61000         30.24000         26.85000  28  NA
## INFO  [12:37:45.898] [bbotk]         29.33547          29.61000         30.24000         22.01456  28  NA
## INFO  [12:37:45.898] [bbotk]         26.59878          29.61000         40.24201         26.85000  28  NA
## INFO  [12:37:45.898] [bbotk]         29.24188          29.61000         30.24000         28.82393  28  NA
## INFO  [12:37:45.898] [bbotk]         29.24188          29.61000         33.08921         26.85000  28  NA
## INFO  [12:37:45.898] [bbotk]         29.24188          29.61000         28.39861         26.85000  28  NA
## INFO  [12:37:45.898] [bbotk]         29.65534          29.61000         30.24000         26.85000  28  NA
## INFO  [12:37:45.898] [bbotk]         26.08034          30.31924         30.24000         30.08125  28  NA
## INFO  [12:37:45.898] [bbotk]         29.24188          29.61000         30.24000         26.85000  28  NA
## INFO  [12:37:45.898] [bbotk]         29.24188          22.97402         30.24000         26.85000  28  NA
## INFO  [12:37:45.898] [bbotk]         29.24188          29.61000         30.24000         26.85000  28  NA
## INFO  [12:37:45.898] [bbotk]         29.24188          29.61000         30.24000         26.85000  28  NA
## INFO  [12:37:45.898] [bbotk]         29.65534          25.56320         26.40454         27.91587  28  NA
## INFO  [12:37:45.898] [bbotk]         29.24188          29.61000         30.24000         30.42415  28  NA
## INFO  [12:37:45.898] [bbotk]         29.24188          29.61000         30.24000         26.85000  28  NA
## INFO  [12:37:45.898] [bbotk]         29.24188          29.61000         30.24000         26.85000  28  NA
## INFO  [12:37:45.898] [bbotk]         29.24188          29.61000         30.24000         26.85000  28  NA
## INFO  [12:37:45.898] [bbotk]         22.76855          29.61000         30.24000         26.85000  28  NA
## INFO  [12:37:45.898] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:37:45.898] [bbotk]   541        0.07     0.000000000          0  0.1994186
## INFO  [12:37:45.898] [bbotk]   542        0.22     0.144260259          5  0.1858819
## INFO  [12:37:45.898] [bbotk]   543        0.00     0.059585663          2  0.2021334
## INFO  [12:37:45.898] [bbotk]   544        0.22     0.154374453          5  0.2285133
## INFO  [12:37:45.898] [bbotk]   545        0.27     0.100817138          3  0.2744974
## INFO  [12:37:45.898] [bbotk]   546        0.22     0.110756800          4  0.2513519
## INFO  [12:37:45.898] [bbotk]   547        0.12     0.158161806          6  0.2346882
## INFO  [12:37:45.898] [bbotk]   548        0.00     0.118967091          5  0.2498907
## INFO  [12:37:45.898] [bbotk]   549        0.02     0.001694279          1  0.2011129
## INFO  [12:37:45.898] [bbotk]   550        0.12     0.067660415          4  0.2491202
## INFO  [12:37:45.898] [bbotk]   551        0.00     0.128092517          4  0.2562221
## INFO  [12:37:45.898] [bbotk]   552        0.17     0.179074370          4  0.2568866
## INFO  [12:37:45.898] [bbotk]   553        0.32     0.177018503          4  0.3617282
## INFO  [12:37:45.898] [bbotk]   554        0.02     0.058823529          1  0.1994186
## INFO  [12:37:45.898] [bbotk]   555        0.27     0.123941553          6  0.2617297
## INFO  [12:37:45.898] [bbotk]   556        0.17     0.135632005          3  0.2762271
## INFO  [12:37:45.898] [bbotk]   557        0.07     0.022465712          2  0.2217866
## INFO  [12:37:45.898] [bbotk]   558        0.02     0.058823529          1  0.1994186
## INFO  [12:37:45.898] [bbotk]   559        0.07     0.000000000          0  0.1994186
## INFO  [12:37:45.898] [bbotk]   560        0.12     0.199089254          5  0.3664680
## INFO  [12:37:46.214] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:37:46.417] [bbotk] Result of batch 29:
## INFO  [12:37:46.424] [bbotk]  stroke heatF laneF heatP laneP    pointP reactiontimeP swimtimeP daytimeP
## INFO  [12:37:46.424] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:37:46.424] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000  194.8620 1030.000
## INFO  [12:37:46.424] [bbotk]    FREE     1     7     9     5 1003.3004     0.7700000  467.8700 1030.000
## INFO  [12:37:46.424] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:37:46.424] [bbotk]    FREE     1     7    12     9  861.0565     0.7777683  467.8700 1030.000
## INFO  [12:37:46.424] [bbotk]  MEDLEY     6     6     7     5  908.7888     0.7700000  467.8700 1052.786
## INFO  [12:37:46.424] [bbotk]  BREAST     1     7     9     5  902.0000     0.7611056  467.8700 1173.736
## INFO  [12:37:46.424] [bbotk]    FREE     4     9     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:37:46.424] [bbotk]    FREE     1     8     6     4  968.2067     0.7629657  467.8700 1030.000
## INFO  [12:37:46.424] [bbotk]    FREE     1     7     2     5  908.7888     0.7700000  467.8700 1052.786
## INFO  [12:37:46.424] [bbotk]    BACK     1     4     4     4  971.2987     0.7700000  523.1742 1030.000
## INFO  [12:37:46.424] [bbotk]  BREAST     1     7     4     1  993.0299     0.7700000  894.6958 1030.000
## INFO  [12:37:46.424] [bbotk]    FREE     1     0    11     0  902.0000     0.7700000  467.8700 1136.708
## INFO  [12:37:46.424] [bbotk]    FREE     1     0     4     5  934.0091     0.7700000  467.8700 1030.000
## INFO  [12:37:46.424] [bbotk]    FREE     2     7     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:37:46.424] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:37:46.424] [bbotk]    FREE     1     2     4     4  865.7061     0.7700000  467.8700 1207.390
## INFO  [12:37:46.424] [bbotk]    FREE     6     9     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:37:46.424] [bbotk]    BACK     1     7     5     5  973.5126     0.7903158  467.8700 1030.000
## INFO  [12:37:46.424] [bbotk]    FREE     1     7     4     5 1012.5394     0.7866478  467.8700 1030.000
## INFO  [12:37:46.424] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:37:46.424] [bbotk]         29.65534          29.61000         30.24000         26.85000  29  NA
## INFO  [12:37:46.424] [bbotk]         31.94519          29.61000         31.49754         24.05428  29  NA
## INFO  [12:37:46.424] [bbotk]         33.50233          29.99567         30.24000         26.85000  29  NA
## INFO  [12:37:46.424] [bbotk]         29.24188          29.61000         30.24000         26.85000  29  NA
## INFO  [12:37:46.424] [bbotk]         24.78809          29.61000         40.19610         26.85000  29  NA
## INFO  [12:37:46.424] [bbotk]         29.24188          29.61000         34.04369         26.85000  29  NA
## INFO  [12:37:46.424] [bbotk]         27.34760          29.61000         30.15378         26.85000  29  NA
## INFO  [12:37:46.424] [bbotk]         29.22265          29.61000         29.80416         26.85000  29  NA
## INFO  [12:37:46.424] [bbotk]         29.24188          29.61000         23.85763         26.85000  29  NA
## INFO  [12:37:46.424] [bbotk]         29.24188          29.61000         30.24000         26.85000  29  NA
## INFO  [12:37:46.424] [bbotk]         29.64926          29.61000         28.50737         32.06148  29  NA
## INFO  [12:37:46.424] [bbotk]         29.24188          29.61000         30.24000         26.85000  29  NA
## INFO  [12:37:46.424] [bbotk]         29.24188          29.61000         30.24000         26.85000  29  NA
## INFO  [12:37:46.424] [bbotk]         29.65534          29.61000         30.24000         23.14791  29  NA
## INFO  [12:37:46.424] [bbotk]         29.24188          29.61000         29.05867         26.85000  29  NA
## INFO  [12:37:46.424] [bbotk]         29.65534          29.61000         30.24000         26.85000  29  NA
## INFO  [12:37:46.424] [bbotk]         29.27464          29.61000         35.35974         26.85000  29  NA
## INFO  [12:37:46.424] [bbotk]         33.15789          29.61000         30.46008         21.56529  29  NA
## INFO  [12:37:46.424] [bbotk]         29.24188          29.61000         30.24000         26.85000  29  NA
## INFO  [12:37:46.424] [bbotk]         29.24188          29.61000         35.13942         31.76128  29  NA
## INFO  [12:37:46.424] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:37:46.424] [bbotk]   561        0.00     0.060517808          2  0.1732746
## INFO  [12:37:46.424] [bbotk]   562        0.12     0.104780233          5  0.1955202
## INFO  [12:37:46.424] [bbotk]   563        0.00     0.113674079          4  0.2514343
## INFO  [12:37:46.424] [bbotk]   564        0.07     0.000000000          0  0.1994186
## INFO  [12:37:46.424] [bbotk]   565        0.32     0.182695399          6  0.3152378
## INFO  [12:37:46.424] [bbotk]   566        0.07     0.250926905          7  0.3215222
## INFO  [12:37:46.424] [bbotk]   567        0.17     0.135812103          6  0.2632494
## INFO  [12:37:46.424] [bbotk]   568        0.22     0.119083784          4  0.2578389
## INFO  [12:37:46.424] [bbotk]   569        0.32     0.220966138          6  0.1848832
## INFO  [12:37:46.424] [bbotk]   570        0.00     0.062605332          3  0.2003656
## INFO  [12:37:46.424] [bbotk]   571        0.00     0.237740845          8  0.2627803
## INFO  [12:37:46.424] [bbotk]   572        0.17     0.176315348          4  0.3436941
## INFO  [12:37:46.424] [bbotk]   573        0.07     0.182915064          4  0.2570539
## INFO  [12:37:46.424] [bbotk]   574        0.22     0.090489254          4  0.2263373
## INFO  [12:37:46.424] [bbotk]   575        0.17     0.062504156          2  0.2602403
## INFO  [12:37:46.424] [bbotk]   576        0.02     0.001694279          1  0.2011129
## INFO  [12:37:46.424] [bbotk]   577        0.17     0.157306994          6  0.1995556
## INFO  [12:37:46.424] [bbotk]   578        0.27     0.160972108          5  0.2996551
## INFO  [12:37:46.424] [bbotk]   579        0.02     0.146307718          4  0.2252444
## INFO  [12:37:46.424] [bbotk]   580        0.07     0.081869025          4  0.2543448
## INFO  [12:37:46.825] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:37:47.023] [bbotk] Result of batch 30:
## INFO  [12:37:47.033] [bbotk]  stroke heatF laneF heatP laneP    pointP reactiontimeP swimtimeP daytimeP
## INFO  [12:37:47.033] [bbotk]    FREE     1     7     4     5  908.7888     0.7700000  467.8700 1052.786
## INFO  [12:37:47.033] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:37:47.033] [bbotk]  BREAST     1     7     9     5 1015.2406     0.7700000  467.8700 1030.000
## INFO  [12:37:47.033] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000  467.8700 1050.815
## INFO  [12:37:47.033] [bbotk]    FREE     1     0     4     5  892.3472     0.7850662  971.6708 1029.923
## INFO  [12:37:47.033] [bbotk]    FREE     3     7     8     1  925.9981     0.7755924  352.5420 1030.000
## INFO  [12:37:47.033] [bbotk]    BACK     1     9     3     5  879.9726     0.7700000  467.8700 1058.369
## INFO  [12:37:47.033] [bbotk]    FREE     8     9     4     5 1000.9672     0.7700000  455.5859 1030.000
## INFO  [12:37:47.033] [bbotk]    FREE     1     7     2     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:37:47.033] [bbotk]  MEDLEY     1     3     4     5  865.5793     0.7700000  126.7037 1030.000
## INFO  [12:37:47.033] [bbotk]     FLY     1     7     4     5  902.0000     0.7656387  916.7457 1030.000
## INFO  [12:37:47.033] [bbotk]     FLY     1     7     4     7  962.2162     0.7700000  142.5565 1030.000
## INFO  [12:37:47.033] [bbotk]    FREE     1     7     4     5  927.3378     0.7422112  467.8700 1030.000
## INFO  [12:37:47.033] [bbotk]    FREE     1     7     4     5  863.9937     0.7700000  467.8700 1047.933
## INFO  [12:37:47.033] [bbotk]    FREE     7     7     2     9  908.7888     0.7700000  467.8700 1030.000
## INFO  [12:37:47.033] [bbotk]    FREE     1     7     2     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:37:47.033] [bbotk]    BACK     6     7     4     5 1002.7327     0.7910620  467.8700 1345.035
## INFO  [12:37:47.033] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:37:47.033] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:37:47.033] [bbotk]    FREE    11     7     6     3  886.5037     0.7700000  467.8700 1238.770
## INFO  [12:37:47.033] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:37:47.033] [bbotk]         29.24188          29.61000         30.24000         25.23624  30  NA
## INFO  [12:37:47.033] [bbotk]         29.24188          25.30975         30.24000         26.85000  30  NA
## INFO  [12:37:47.033] [bbotk]         25.60439          29.61000         30.24000         31.90608  30  NA
## INFO  [12:37:47.033] [bbotk]         23.32629          30.39389         28.09216         26.85000  30  NA
## INFO  [12:37:47.033] [bbotk]         21.79091          29.61000         30.24000         26.85000  30  NA
## INFO  [12:37:47.033] [bbotk]         29.24188          29.61000         31.39464         26.85000  30  NA
## INFO  [12:37:47.033] [bbotk]         29.65534          22.71517         30.24000         26.85000  30  NA
## INFO  [12:37:47.033] [bbotk]         29.24188          29.61000         30.24000         31.07988  30  NA
## INFO  [12:37:47.033] [bbotk]         29.24188          29.61000         30.24000         26.85000  30  NA
## INFO  [12:37:47.033] [bbotk]         29.42904          29.61000         30.24000         29.98968  30  NA
## INFO  [12:37:47.033] [bbotk]         29.24188          30.33029         30.24000         31.66322  30  NA
## INFO  [12:37:47.033] [bbotk]         29.24188          29.61000         30.24000         26.85000  30  NA
## INFO  [12:37:47.033] [bbotk]         29.24188          29.61000         30.24000         26.85000  30  NA
## INFO  [12:37:47.033] [bbotk]         23.74589          29.61000         30.24000         26.85000  30  NA
## INFO  [12:37:47.033] [bbotk]         29.24188          29.61000         37.81021         26.85000  30  NA
## INFO  [12:37:47.033] [bbotk]         29.24188          29.61000         30.24000         26.85000  30  NA
## INFO  [12:37:47.033] [bbotk]         29.24188          29.61000         29.20651         26.85000  30  NA
## INFO  [12:37:47.033] [bbotk]         29.24188          29.61000         30.24000         26.85000  30  NA
## INFO  [12:37:47.033] [bbotk]         29.65534          29.61000         30.24000         26.85000  30  NA
## INFO  [12:37:47.033] [bbotk]         34.43549          32.02010         30.24000         23.72506  30  NA
## INFO  [12:37:47.033] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:37:47.033] [bbotk]   581        0.07      0.01190215          3  0.2065738
## INFO  [12:37:47.033] [bbotk]   582        0.22      0.01667474          1  0.2149689
## INFO  [12:37:47.033] [bbotk]   583        0.12      0.19812235          5  0.2874590
## INFO  [12:37:47.033] [bbotk]   584        0.12      0.09405290          5  0.2016048
## INFO  [12:37:47.033] [bbotk]   585        0.17      0.12641698          6  0.2666074
## INFO  [12:37:47.033] [bbotk]   586        0.02      0.19662198          7  0.3245709
## INFO  [12:37:47.033] [bbotk]   587        0.32      0.21441928          7  0.2950663
## INFO  [12:37:47.033] [bbotk]   588        0.12      0.17476161          5  0.3028982
## INFO  [12:37:47.033] [bbotk]   589        0.02      0.05882353          1  0.1994186
## INFO  [12:37:47.033] [bbotk]   590        0.27      0.16822934          6  0.3018479
## INFO  [12:37:47.033] [bbotk]   591        0.22      0.11432453          5  0.3123179
## INFO  [12:37:47.033] [bbotk]   592        0.32      0.15911488          4  0.2776789
## INFO  [12:37:47.033] [bbotk]   593        0.07      0.01351931          2  0.2010218
## INFO  [12:37:47.033] [bbotk]   594        0.12      0.03707218          3  0.2360862
## INFO  [12:37:47.033] [bbotk]   595        0.07      0.20246240          5  0.3314503
## INFO  [12:37:47.033] [bbotk]   596        0.02      0.05882353          1  0.1994186
## INFO  [12:37:47.033] [bbotk]   597        0.00      0.17903018          6  0.3401194
## INFO  [12:37:47.033] [bbotk]   598        0.07      0.00000000          0  0.1994186
## INFO  [12:37:47.033] [bbotk]   599        0.00      0.06051781          2  0.1732746
## INFO  [12:37:47.033] [bbotk]   600        0.32      0.24092254          8  0.3461333
## INFO  [12:37:47.364] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:37:47.570] [bbotk] Result of batch 31:
## INFO  [12:37:47.578] [bbotk]  stroke heatF laneF heatP laneP    pointP reactiontimeP swimtimeP daytimeP
## INFO  [12:37:47.578] [bbotk]    FREE     1     5     4     5  887.3508     0.7700000  467.8700 1030.000
## INFO  [12:37:47.578] [bbotk]    FREE     9     7     2     2  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:37:47.578] [bbotk]    FREE     1     7     2     5  902.0000     0.7700000  467.8700 1052.786
## INFO  [12:37:47.578] [bbotk]    FREE     1     7     1     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:37:47.578] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:37:47.578] [bbotk]    FREE     1     7     6     8  883.5576     0.7700000  467.8700 1030.000
## INFO  [12:37:47.578] [bbotk]    BACK     1     4     9     5 1012.2414     0.7759145  346.1082 1030.000
## INFO  [12:37:47.578] [bbotk]    FREE     1     7     4     5  961.9503     0.7700000  467.8700 1027.255
## INFO  [12:37:47.578] [bbotk]    FREE     1     5     2     9  911.7739     0.7700000  467.8700 1030.000
## INFO  [12:37:47.578] [bbotk]    FREE     1     7     4     5 1002.7327     0.7700000  467.8700 1030.000
## INFO  [12:37:47.578] [bbotk]    FREE    12     7     8     8  903.7396     0.7700000  467.8700 1030.000
## INFO  [12:37:47.578] [bbotk]    FREE     1     7     4     5  980.9987     0.7700000  467.8700 1030.000
## INFO  [12:37:47.578] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  467.8700 1035.789
## INFO  [12:37:47.578] [bbotk]    FREE     1     7     7     5  902.0000     0.7700000  467.8700 1605.706
## INFO  [12:37:47.578] [bbotk]    FREE     1     7     2     5  902.0000     0.7700000  467.8700 1052.786
## INFO  [12:37:47.578] [bbotk]    FREE     1     3     4     1  926.6870     0.7700000  224.3024 1741.276
## INFO  [12:37:47.578] [bbotk]    FREE     1     2     4     5  902.0000     0.7700000  467.8700 1133.175
## INFO  [12:37:47.578] [bbotk]    FREE     1     7     2     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:37:47.578] [bbotk]    FREE     1     7     4     5 1002.7327     0.7700000  467.8700 1030.000
## INFO  [12:37:47.578] [bbotk]    FREE    10     5     4     5  923.1438     0.7700000  238.8238 1030.000
## INFO  [12:37:47.578] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:37:47.578] [bbotk]         29.34631          29.61000         30.24000         26.85000  31  NA
## INFO  [12:37:47.578] [bbotk]         29.67947          29.61000         22.40407         26.85000  31  NA
## INFO  [12:37:47.578] [bbotk]         29.24188          29.61000         30.24000         26.85000  31  NA
## INFO  [12:37:47.578] [bbotk]         29.24188          29.61000         30.24000         32.41592  31  NA
## INFO  [12:37:47.578] [bbotk]         29.65534          29.61000         30.24000         26.85000  31  NA
## INFO  [12:37:47.578] [bbotk]         29.24188          25.99281         30.24000         26.85000  31  NA
## INFO  [12:37:47.578] [bbotk]         35.47973          29.61000         29.53328         26.85000  31  NA
## INFO  [12:37:47.578] [bbotk]         21.98857          26.95287         30.24000         28.98823  31  NA
## INFO  [12:37:47.578] [bbotk]         29.65534          29.61000         30.24000         21.41784  31  NA
## INFO  [12:37:47.578] [bbotk]         29.24188          29.61000         30.24000         26.85000  31  NA
## INFO  [12:37:47.578] [bbotk]         29.24188          29.61000         21.78693         26.85000  31  NA
## INFO  [12:37:47.578] [bbotk]         35.50727          29.61000         37.92548         26.85000  31  NA
## INFO  [12:37:47.578] [bbotk]         29.24188          29.61000         30.24000         26.85000  31  NA
## INFO  [12:37:47.578] [bbotk]         29.24188          29.61000         34.77302         26.85000  31  NA
## INFO  [12:37:47.578] [bbotk]         29.24188          29.61000         30.24000         26.85000  31  NA
## INFO  [12:37:47.578] [bbotk]         29.24188          29.61000         29.99167         26.85000  31  NA
## INFO  [12:37:47.578] [bbotk]         29.24188          30.09386         30.24000         26.85000  31  NA
## INFO  [12:37:47.578] [bbotk]         29.24188          29.61000         30.24000         26.85000  31  NA
## INFO  [12:37:47.578] [bbotk]         29.65534          29.61000         30.24000         26.85000  31  NA
## INFO  [12:37:47.578] [bbotk]         29.27464          33.25590         30.24000         26.85000  31  NA
## INFO  [12:37:47.578] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:37:47.578] [bbotk]   601        0.02    0.0644425496          3  0.1797320
## INFO  [12:37:47.578] [bbotk]   602        0.32    0.2026777880          5  0.2760957
## INFO  [12:37:47.578] [bbotk]   603        0.00    0.0601996539          2  0.2007948
## INFO  [12:37:47.578] [bbotk]   604        0.07    0.0868309542          2  0.2274261
## INFO  [12:37:47.578] [bbotk]   605        0.02    0.0016942785          1  0.2011129
## INFO  [12:37:47.578] [bbotk]   606        0.37    0.1382083998          4  0.2159509
## INFO  [12:37:47.578] [bbotk]   607        0.12    0.2517995665          8  0.3244154
## INFO  [12:37:47.578] [bbotk]   608        0.22    0.0721949124          5  0.2617895
## INFO  [12:37:47.578] [bbotk]   609        0.17    0.2089627149          6  0.2252256
## INFO  [12:37:47.578] [bbotk]   610        0.02    0.0356954924          1  0.2322793
## INFO  [12:37:47.578] [bbotk]   611        0.22    0.2034238615          5  0.2847735
## INFO  [12:37:47.578] [bbotk]   612        0.17    0.0776133340          3  0.2599412
## INFO  [12:37:47.578] [bbotk]   613        0.07    0.0003496245          1  0.1997683
## INFO  [12:37:47.578] [bbotk]   614        0.00    0.1077158984          3  0.2483110
## INFO  [12:37:47.578] [bbotk]   615        0.00    0.0601996539          2  0.2007948
## INFO  [12:37:47.578] [bbotk]   616        0.02    0.1851968611          6  0.2527748
## INFO  [12:37:47.578] [bbotk]   617        0.27    0.0669308409          3  0.1487024
## INFO  [12:37:47.578] [bbotk]   618        0.02    0.0588235294          1  0.1994186
## INFO  [12:37:47.578] [bbotk]   619        0.00    0.0373897710          2  0.2339735
## INFO  [12:37:47.578] [bbotk]   620        0.17    0.1535841053          6  0.2396634
## INFO  [12:37:47.868] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:37:48.100] [bbotk] Result of batch 32:
## INFO  [12:37:48.109] [bbotk]  stroke heatF laneF heatP laneP    pointP reactiontimeP swimtimeP daytimeP
## INFO  [12:37:48.109] [bbotk]    FREE     4     7     4     5  967.7064     0.7700000  467.8700 1030.000
## INFO  [12:37:48.109] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  950.6457 1447.782
## INFO  [12:37:48.109] [bbotk]    FREE     1     7     4     5 1002.7327     0.7700000  467.8700 1030.000
## INFO  [12:37:48.109] [bbotk]    FREE     1     7     4     5  911.3189     0.7700000  467.8700 1030.000
## INFO  [12:37:48.109] [bbotk]    FREE     1     7     2     5  902.0000     0.7740474  467.8700 1052.786
## INFO  [12:37:48.109] [bbotk]    FREE     1     6     9     5  917.5507     0.7700000  556.3088 1052.786
## INFO  [12:37:48.109] [bbotk]    FREE     1     7     4     5  934.0091     0.7700000  467.8700 1030.000
## INFO  [12:37:48.109] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:37:48.109] [bbotk]    FREE     1     6     4     7  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:37:48.109] [bbotk]    FREE     1     7     4     5  950.2981     0.7788675  368.4511 1057.294
## INFO  [12:37:48.109] [bbotk]  MEDLEY     6     7     9     4  857.8932     0.7700000  813.8924 1030.000
## INFO  [12:37:48.109] [bbotk]    FREE     1     7     4     5 1008.4205     0.7680363  467.8700 1030.000
## INFO  [12:37:48.109] [bbotk]     FLY     1     7     4     5  902.0000     0.7700000  467.8700 1523.507
## INFO  [12:37:48.109] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:37:48.109] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  467.8700 1057.294
## INFO  [12:37:48.109] [bbotk]  MEDLEY     1     7    10     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:37:48.109] [bbotk]    FREE    10     7     5     5  989.5455     0.7700000  467.8700 1030.000
## INFO  [12:37:48.109] [bbotk]    FREE     1     7     4     4  923.1438     0.7700000  467.8700 1030.000
## INFO  [12:37:48.109] [bbotk]    FREE     1     7     4     7  902.0000     0.7839565  467.8700 1030.000
## INFO  [12:37:48.109] [bbotk]    BACK     1     7     1     7  902.0000     0.7536382  467.8700 1030.000
## INFO  [12:37:48.109] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:37:48.109] [bbotk]         29.65534          29.61000         30.24000         26.85000  32  NA
## INFO  [12:37:48.109] [bbotk]         29.24188          29.61000         30.24000         32.71466  32  NA
## INFO  [12:37:48.109] [bbotk]         32.34780          28.75121         30.24000         30.58888  32  NA
## INFO  [12:37:48.109] [bbotk]         29.24188          27.15576         30.24000         26.85000  32  NA
## INFO  [12:37:48.109] [bbotk]         29.24188          29.61000         30.24000         32.35921  32  NA
## INFO  [12:37:48.109] [bbotk]         29.24188          29.61000         32.30999         26.85000  32  NA
## INFO  [12:37:48.109] [bbotk]         29.24188          29.61000         30.24000         26.85000  32  NA
## INFO  [12:37:48.109] [bbotk]         29.65534          29.61000         30.24000         26.85000  32  NA
## INFO  [12:37:48.109] [bbotk]         29.65534          29.61000         30.24000         26.85000  32  NA
## INFO  [12:37:48.109] [bbotk]         29.24188          29.61000         29.99167         26.85000  32  NA
## INFO  [12:37:48.109] [bbotk]         31.99676          29.61000         36.31405         31.82298  32  NA
## INFO  [12:37:48.109] [bbotk]         29.41633          29.61000         35.05161         26.31038  32  NA
## INFO  [12:37:48.109] [bbotk]         29.70321          29.61000         30.24000         25.37389  32  NA
## INFO  [12:37:48.109] [bbotk]         29.65534          29.61000         30.24000         26.85000  32  NA
## INFO  [12:37:48.109] [bbotk]         29.24188          29.61000         30.24000         26.85000  32  NA
## INFO  [12:37:48.109] [bbotk]         29.41784          27.56700         30.24000         28.03296  32  NA
## INFO  [12:37:48.109] [bbotk]         29.24188          29.61000         29.73517         26.85000  32  NA
## INFO  [12:37:48.109] [bbotk]         29.27464          29.61000         30.24000         26.85000  32  NA
## INFO  [12:37:48.109] [bbotk]         29.24188          23.79025         30.24000         26.85000  32  NA
## INFO  [12:37:48.109] [bbotk]         29.24188          29.61000         30.10956         22.00728  32  NA
## INFO  [12:37:48.109] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:37:48.109] [bbotk]   621        0.00     0.083801448          3  0.2803852
## INFO  [12:37:48.109] [bbotk]   622        0.02     0.084615220          3  0.2795009
## INFO  [12:37:48.109] [bbotk]   623        0.07     0.070566791          4  0.2399577
## INFO  [12:37:48.109] [bbotk]   624        0.22     0.012818878          2  0.2082781
## INFO  [12:37:48.109] [bbotk]   625        0.00     0.088583072          4  0.2291782
## INFO  [12:37:48.109] [bbotk]   626        0.07     0.136455451          6  0.2070507
## INFO  [12:37:48.109] [bbotk]   627        0.02     0.011342702          1  0.2079265
## INFO  [12:37:48.109] [bbotk]   628        0.02     0.001694279          1  0.2011129
## INFO  [12:37:48.109] [bbotk]   629        0.17     0.119341337          3  0.1934802
## INFO  [12:37:48.109] [bbotk]   630        0.00     0.027137726          5  0.2220763
## INFO  [12:37:48.109] [bbotk]   631        0.02     0.327572160          9  0.3831512
## INFO  [12:37:48.109] [bbotk]   632        0.00     0.056453388          5  0.2504833
## INFO  [12:37:48.109] [bbotk]   633        0.12     0.097946485          4  0.2605018
## INFO  [12:37:48.109] [bbotk]   634        0.02     0.001694279          1  0.2011129
## INFO  [12:37:48.109] [bbotk]   635        0.02     0.001648398          1  0.2010670
## INFO  [12:37:48.109] [bbotk]   636        0.12     0.132242671          5  0.2717133
## INFO  [12:37:48.109] [bbotk]   637        0.02     0.150242427          4  0.2274967
## INFO  [12:37:48.109] [bbotk]   638        0.00     0.066450285          3  0.1976586
## INFO  [12:37:48.109] [bbotk]   639        0.32     0.083670783          3  0.2638195
## INFO  [12:37:48.109] [bbotk]   640        0.37     0.203918814          6  0.2619435
## INFO  [12:37:48.424] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:37:48.646] [bbotk] Result of batch 33:
## INFO  [12:37:48.653] [bbotk]  stroke heatF laneF heatP laneP    pointP reactiontimeP swimtimeP daytimeP
## INFO  [12:37:48.653] [bbotk]    FREE     1     7     4     5  902.0000     0.8056601 737.39388 1030.000
## INFO  [12:37:48.653] [bbotk]  MEDLEY     1     7     4     5  902.0000     0.7700000 467.87000 1030.000
## INFO  [12:37:48.653] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000 467.87000 1030.000
## INFO  [12:37:48.653] [bbotk]    FREE     4     5     4     5 1002.7327     0.7700000 898.26799 1030.000
## INFO  [12:37:48.653] [bbotk]    FREE     1     7     2     5  902.0000     0.7700000 467.87000 1030.000
## INFO  [12:37:48.653] [bbotk]    BACK     1     1     4     2  907.5196     0.7700000 932.97515 1030.000
## INFO  [12:37:48.653] [bbotk]    FREE     1     7     4     9  949.7985     0.7845384 376.46540 1030.000
## INFO  [12:37:48.653] [bbotk]    FREE     1     7     4     5  936.3147     0.7700000 467.87000 1065.849
## INFO  [12:37:48.653] [bbotk]    FREE     1     7     6     0 1002.7327     0.7700000 467.87000 1030.000
## INFO  [12:37:48.653] [bbotk]    FREE     4     7     4     0  902.0000     0.7700000  85.56912 1030.000
## INFO  [12:37:48.653] [bbotk]    FREE     1     7     4     5 1002.7327     0.7700000 467.87000 1030.000
## INFO  [12:37:48.653] [bbotk]    FREE     1     7     4     5  944.1775     0.7700000 467.87000 1030.000
## INFO  [12:37:48.653] [bbotk]    FREE     1     7     4     5  940.8340     0.7700000 467.87000 1030.000
## INFO  [12:37:48.653] [bbotk]     FLY    11     9     3     0  902.0000     0.7700000 104.11502 1437.448
## INFO  [12:37:48.653] [bbotk]    FREE     2     7     7     5  902.0000     0.7768943 688.27541 1030.000
## INFO  [12:37:48.653] [bbotk]    FREE     1     7     2     5  902.0000     0.7710171 453.86445 1030.000
## INFO  [12:37:48.653] [bbotk]    FREE    12     7     1     5  860.0828     0.7700000 467.87000 1052.786
## INFO  [12:37:48.653] [bbotk]    FREE     3     7    12     5  902.0000     0.7700000 769.16945 1052.786
## INFO  [12:37:48.653] [bbotk]    FREE     1     7     4     4  923.1438     0.7700000 467.87000 1030.000
## INFO  [12:37:48.653] [bbotk]     FLY     1     7     4     5  902.0000     0.7700000 467.87000 1030.000
## INFO  [12:37:48.653] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:37:48.653] [bbotk]         29.24188          29.61000         35.70469         26.85000  33  NA
## INFO  [12:37:48.653] [bbotk]         27.22678          29.61000         30.24000         26.85000  33  NA
## INFO  [12:37:48.653] [bbotk]         29.88794          29.61000         37.75379         26.85000  33  NA
## INFO  [12:37:48.653] [bbotk]         29.24188          29.61000         30.24000         29.07932  33  NA
## INFO  [12:37:48.653] [bbotk]         29.24188          29.61000         30.24000         26.85000  33  NA
## INFO  [12:37:48.653] [bbotk]         29.24188          29.61000         30.24000         26.85000  33  NA
## INFO  [12:37:48.653] [bbotk]         31.49162          29.61000         30.24000         26.85000  33  NA
## INFO  [12:37:48.653] [bbotk]         29.21730          29.61000         29.97753         26.85000  33  NA
## INFO  [12:37:48.653] [bbotk]         29.65534          29.61000         30.24000         26.85000  33  NA
## INFO  [12:37:48.653] [bbotk]         29.24188          29.61000         30.24000         21.71448  33  NA
## INFO  [12:37:48.653] [bbotk]         29.65534          29.61000         30.24000         26.85000  33  NA
## INFO  [12:37:48.653] [bbotk]         29.24188          29.61000         30.24000         26.85000  33  NA
## INFO  [12:37:48.653] [bbotk]         29.24188          29.61000         30.24000         26.85000  33  NA
## INFO  [12:37:48.653] [bbotk]         29.24188          29.61000         30.24000         23.42096  33  NA
## INFO  [12:37:48.653] [bbotk]         24.13731          29.61000         21.97252         26.85000  33  NA
## INFO  [12:37:48.653] [bbotk]         29.24188          29.61000         30.01490         26.85000  33  NA
## INFO  [12:37:48.653] [bbotk]         24.04922          36.50593         30.24000         21.79014  33  NA
## INFO  [12:37:48.653] [bbotk]         28.38321          21.37293         30.24000         26.85000  33  NA
## INFO  [12:37:48.653] [bbotk]         29.27464          29.61000         30.24000         26.85000  33  NA
## INFO  [12:37:48.653] [bbotk]         29.65534          29.61000         30.24000         26.85000  33  NA
## INFO  [12:37:48.653] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:37:48.653] [bbotk]   641        0.12      0.03953042          3  0.2389491
## INFO  [12:37:48.653] [bbotk]   642        0.07      0.06708092          2  0.2660949
## INFO  [12:37:48.653] [bbotk]   643        0.02      0.02605781          2  0.2254764
## INFO  [12:37:48.653] [bbotk]   644        0.00      0.19119247          5  0.2579784
## INFO  [12:37:48.653] [bbotk]   645        0.02      0.05882353          1  0.1994186
## INFO  [12:37:48.653] [bbotk]   646        0.32      0.20720620          5  0.2782701
## INFO  [12:37:48.653] [bbotk]   647        0.07      0.09301175          5  0.2417755
## INFO  [12:37:48.653] [bbotk]   648        0.00      0.01524324          4  0.2099900
## INFO  [12:37:48.653] [bbotk]   649        0.07      0.15503683          4  0.2471251
## INFO  [12:37:48.653] [bbotk]   650        0.27      0.16714470          4  0.3518544
## INFO  [12:37:48.653] [bbotk]   651        0.00      0.03738977          2  0.2339735
## INFO  [12:37:48.653] [bbotk]   652        0.02      0.01494596          1  0.2115297
## INFO  [12:37:48.653] [bbotk]   653        0.02      0.01376115          1  0.2103449
## INFO  [12:37:48.653] [bbotk]   654        0.32      0.35848813          8  0.3701154
## INFO  [12:37:48.653] [bbotk]   655        0.22      0.17908776          6  0.3175958
## INFO  [12:37:48.653] [bbotk]   656        0.02      0.06055768          4  0.1996524
## INFO  [12:37:48.653] [bbotk]   657        0.32      0.20735602          7  0.3456343
## INFO  [12:37:48.653] [bbotk]   658        0.17      0.17312578          6  0.3121917
## INFO  [12:37:48.653] [bbotk]   659        0.00      0.06645028          3  0.1976586
## INFO  [12:37:48.653] [bbotk]   660        0.12      0.06051781          2  0.2599364
## INFO  [12:37:48.954] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:37:49.191] [bbotk] Result of batch 34:
## INFO  [12:37:49.199] [bbotk]  stroke heatF laneF heatP laneP    pointP reactiontimeP swimtimeP  daytimeP
## INFO  [12:37:49.199] [bbotk]    FREE     2     7     9     5  902.0000     0.7700000  523.5198 1030.0000
## INFO  [12:37:49.199] [bbotk]    FREE     2     6     2     5  908.7888     0.7809587  300.5073 1052.7859
## INFO  [12:37:49.199] [bbotk]    FREE     1     7     1     5  906.7376     0.7700000  467.8700 1494.3857
## INFO  [12:37:49.199] [bbotk]    FREE     2     5     2     9  937.7651     0.7700000  907.9112 1030.0000
## INFO  [12:37:49.199] [bbotk]    FREE     1     6     4     5  997.4130     0.7362397  467.8700 1802.9305
## INFO  [12:37:49.199] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:37:49.199] [bbotk]    FREE     1     7    10     4  902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:37:49.199] [bbotk]    FREE     1     2     4     5 1012.0404     0.7641957  467.8700 1030.0000
## INFO  [12:37:49.199] [bbotk]    FREE     1     7     4     5  914.7717     0.7700000  467.8700 1030.0000
## INFO  [12:37:49.199] [bbotk]  BREAST     1     7     4     5 1016.2468     0.7700000  887.4731 1030.0000
## INFO  [12:37:49.199] [bbotk]    FREE     1     7     2     5  902.0000     0.7700000  467.8700 1050.1808
## INFO  [12:37:49.199] [bbotk]    FREE     1     7     4     5  898.5419     0.7700000  467.8700 1030.0000
## INFO  [12:37:49.199] [bbotk]  BREAST     1     3     4     5  912.6356     0.7864411  712.0715 1030.0000
## INFO  [12:37:49.199] [bbotk]    FREE     1     7    10     9 1002.7327     0.7700000  467.8700 1030.0000
## INFO  [12:37:49.199] [bbotk]  MEDLEY     1     4     9     5  902.0000     0.7700000  467.8700 1897.4054
## INFO  [12:37:49.199] [bbotk]    FREE     1     7     4     5  979.6889     0.7671916  235.4069  971.2243
## INFO  [12:37:49.199] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:37:49.199] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:37:49.199] [bbotk]    FREE     8     9     1     1 1003.5358     0.7700000  467.8700 1030.0000
## INFO  [12:37:49.199] [bbotk]    FREE     1     7     2     5  902.0000     0.7886202  467.8700 1028.6768
## INFO  [12:37:49.199] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:37:49.199] [bbotk]         26.74229          29.61000         30.24000         26.85000  34  NA
## INFO  [12:37:49.199] [bbotk]         22.94241          29.61000         30.24000         26.85000  34  NA
## INFO  [12:37:49.199] [bbotk]         29.24188          32.84108         30.24000         26.85000  34  NA
## INFO  [12:37:49.199] [bbotk]         34.54638          24.46559         30.24000         26.85000  34  NA
## INFO  [12:37:49.199] [bbotk]         29.65534          24.95790         30.24000         26.85000  34  NA
## INFO  [12:37:49.199] [bbotk]         29.65534          29.61000         30.24000         26.85000  34  NA
## INFO  [12:37:49.199] [bbotk]         29.11072          29.61000         30.24000         26.85000  34  NA
## INFO  [12:37:49.199] [bbotk]         29.66038          29.61000         30.83404         26.85000  34  NA
## INFO  [12:37:49.199] [bbotk]         29.29291          29.61000         30.24000         26.85000  34  NA
## INFO  [12:37:49.199] [bbotk]         29.60277          31.37051         30.24000         26.85000  34  NA
## INFO  [12:37:49.199] [bbotk]         29.24188          29.61000         30.17514         26.85000  34  NA
## INFO  [12:37:49.199] [bbotk]         29.24188          29.61000         30.24000         26.85000  34  NA
## INFO  [12:37:49.199] [bbotk]         29.24188          33.25627         29.99167         28.23150  34  NA
## INFO  [12:37:49.199] [bbotk]         30.90210          29.61000         30.24000         26.85000  34  NA
## INFO  [12:37:49.199] [bbotk]         29.65534          23.12693         30.24000         26.85000  34  NA
## INFO  [12:37:49.199] [bbotk]         29.24188          25.58339         30.24000         29.11204  34  NA
## INFO  [12:37:49.199] [bbotk]         33.43484          29.61000         30.24000         26.85000  34  NA
## INFO  [12:37:49.199] [bbotk]         29.41784          29.61000         30.24000         26.85000  34  NA
## INFO  [12:37:49.199] [bbotk]         29.24188          36.26409         30.24000         25.61986  34  NA
## INFO  [12:37:49.199] [bbotk]         29.56797          29.61000         30.24000         26.85000  34  NA
## INFO  [12:37:49.199] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:37:49.199] [bbotk]   661        0.02     0.131333259          4  0.2715237
## INFO  [12:37:49.199] [bbotk]   662        0.12     0.218212835          8  0.2882866
## INFO  [12:37:49.199] [bbotk]   663        0.12     0.101077230          4  0.2230989
## INFO  [12:37:49.199] [bbotk]   664        0.27     0.316881331          8  0.3280384
## INFO  [12:37:49.199] [bbotk]   665        0.17     0.164563870          6  0.2827440
## INFO  [12:37:49.199] [bbotk]   666        0.02     0.001694279          1  0.2011129
## INFO  [12:37:49.199] [bbotk]   667        0.00     0.118184493          3  0.2008338
## INFO  [12:37:49.199] [bbotk]   668        0.12     0.102331451          5  0.1793713
## INFO  [12:37:49.199] [bbotk]   669        0.02     0.004734899          2  0.2013187
## INFO  [12:37:49.199] [bbotk]   670        0.07     0.133577429          5  0.2901859
## INFO  [12:37:49.199] [bbotk]   671        0.02     0.060244401          3  0.2004354
## INFO  [12:37:49.199] [bbotk]   672        0.07     0.001225402          1  0.2006440
## INFO  [12:37:49.199] [bbotk]   673        0.32     0.161077215          8  0.2876593
## INFO  [12:37:49.199] [bbotk]   674        0.02     0.160145758          4  0.2882753
## INFO  [12:37:49.199] [bbotk]   675        0.22     0.255689649          6  0.3275435
## INFO  [12:37:49.199] [bbotk]   676        0.27     0.072918761          6  0.2612672
## INFO  [12:37:49.199] [bbotk]   677        0.07     0.017181822          1  0.2166005
## INFO  [12:37:49.199] [bbotk]   678        0.02     0.000721059          1  0.2001397
## INFO  [12:37:49.199] [bbotk]   679        0.22     0.303266242          7  0.3690499
## INFO  [12:37:49.199] [bbotk]   680        0.00     0.063282232          4  0.2038773
## INFO  [12:37:49.492] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:37:49.705] [bbotk] Result of batch 35:
## INFO  [12:37:49.723] [bbotk]  stroke heatF laneF heatP laneP    pointP reactiontimeP swimtimeP daytimeP
## INFO  [12:37:49.723] [bbotk]    FREE     1     7     4     5  902.0000     0.7788675  368.4511 1030.000
## INFO  [12:37:49.723] [bbotk]    FREE     1     7     4     5 1015.5780     0.7700000  467.8700 1030.000
## INFO  [12:37:49.723] [bbotk]    FREE     1     7     4     4  902.0000     0.7700000  467.8700 1062.237
## INFO  [12:37:49.723] [bbotk]    BACK     1     7    10     5  925.5272     0.7421580  467.8700 1029.091
## INFO  [12:37:49.723] [bbotk]    FREE     1     7     4     5 1006.7046     0.7700000  467.8700 1122.090
## INFO  [12:37:49.723] [bbotk]    FREE     1     5     4     5  950.2981     0.7913293  467.8700 1057.294
## INFO  [12:37:49.723] [bbotk]    FREE     1     7     4     5  923.1438     0.7700000  467.8700 1030.000
## INFO  [12:37:49.723] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:37:49.723] [bbotk]    FREE     1     7     1     5  916.8118     0.7700000  467.8700 1030.000
## INFO  [12:37:49.723] [bbotk]    FREE     1     7     2     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:37:49.723] [bbotk]    BACK     1     7     4     3  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:37:49.723] [bbotk]    FREE     1     7     4     5 1000.9672     0.7700000  467.8700 1030.000
## INFO  [12:37:49.723] [bbotk]    FREE     1     7     4     8  902.0000     0.7700000  626.6589 1030.000
## INFO  [12:37:49.723] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:37:49.723] [bbotk]     FLY     1     7     4     5  902.0000     0.7866399  467.8700 1030.000
## INFO  [12:37:49.723] [bbotk]    FREE     1     7     4     5  942.0767     0.7700000  467.8700 1029.250
## INFO  [12:37:49.723] [bbotk]  MEDLEY     4     2     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:37:49.723] [bbotk]    BACK    11     6     4     5  902.0000     0.7781042  467.8700 1683.533
## INFO  [12:37:49.723] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  467.8700 1052.786
## INFO  [12:37:49.723] [bbotk]  BREAST     1     7     4     4  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:37:49.723] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:37:49.723] [bbotk]         29.24188          29.61000         29.99167         26.85000  35  NA
## INFO  [12:37:49.723] [bbotk]         26.69572          29.61000         36.33941         23.02232  35  NA
## INFO  [12:37:49.723] [bbotk]         29.24188          29.61000         30.24000         26.85000  35  NA
## INFO  [12:37:49.723] [bbotk]         29.74244          29.61000         36.73814         26.85000  35  NA
## INFO  [12:37:49.723] [bbotk]         29.78110          29.61000         33.82726         26.85000  35  NA
## INFO  [12:37:49.723] [bbotk]         29.24188          31.95572         30.63484         26.85000  35  NA
## INFO  [12:37:49.723] [bbotk]         29.27464          29.61000         30.24000         26.85000  35  NA
## INFO  [12:37:49.723] [bbotk]         29.24188          29.61000         30.24000         26.85000  35  NA
## INFO  [12:37:49.723] [bbotk]         31.13504          29.61000         30.24000         27.31403  35  NA
## INFO  [12:37:49.723] [bbotk]         29.41784          29.61000         30.24000         26.85000  35  NA
## INFO  [12:37:49.723] [bbotk]         31.53278          29.61000         30.24000         26.85000  35  NA
## INFO  [12:37:49.723] [bbotk]         29.65534          29.61000         30.24000         26.85000  35  NA
## INFO  [12:37:49.723] [bbotk]         29.24188          34.99861         35.34539         26.85000  35  NA
## INFO  [12:37:49.723] [bbotk]         29.24188          29.61000         30.24000         26.85000  35  NA
## INFO  [12:37:49.723] [bbotk]         29.24188          29.61000         26.91009         26.85351  35  NA
## INFO  [12:37:49.723] [bbotk]         29.24188          29.61000         30.16527         26.85000  35  NA
## INFO  [12:37:49.723] [bbotk]         29.65534          29.61000         30.24000         26.85000  35  NA
## INFO  [12:37:49.723] [bbotk]         29.65534          33.06222         30.24000         26.85000  35  NA
## INFO  [12:37:49.723] [bbotk]         29.24188          29.61000         30.24000         26.85000  35  NA
## INFO  [12:37:49.723] [bbotk]         33.51843          29.61000         30.24000         26.85000  35  NA
## INFO  [12:37:49.723] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:37:49.723] [bbotk]   681        0.07     0.008374474          3  0.2061479
## INFO  [12:37:49.723] [bbotk]   682        0.17     0.088945281          4  0.2832123
## INFO  [12:37:49.723] [bbotk]   683        0.00     0.060770444          2  0.2033182
## INFO  [12:37:49.723] [bbotk]   684        0.00     0.152885519          7  0.2815471
## INFO  [12:37:49.723] [bbotk]   685        0.00     0.056050924          4  0.2410202
## INFO  [12:37:49.723] [bbotk]   686        0.00     0.091397965          6  0.1610267
## INFO  [12:37:49.723] [bbotk]   687        0.02     0.007626755          2  0.2042105
## INFO  [12:37:49.723] [bbotk]   688        0.07     0.000000000          0  0.1994186
## INFO  [12:37:49.723] [bbotk]   689        0.07     0.074164955          4  0.2119252
## INFO  [12:37:49.723] [bbotk]   690        0.00     0.059544588          2  0.2001397
## INFO  [12:37:49.723] [bbotk]   691        0.17     0.127034675          3  0.2929691
## INFO  [12:37:49.723] [bbotk]   692        0.00     0.036764148          2  0.2333479
## INFO  [12:37:49.723] [bbotk]   693        0.32     0.105450660          4  0.2476088
## INFO  [12:37:49.723] [bbotk]   694        0.07     0.000000000          0  0.1994186
## INFO  [12:37:49.723] [bbotk]   695        0.27     0.071934960          4  0.2696711
## INFO  [12:37:49.723] [bbotk]   696        0.02     0.014479636          3  0.2105977
## INFO  [12:37:49.723] [bbotk]   697        0.22     0.178164867          4  0.2599364
## INFO  [12:37:49.723] [bbotk]   698        0.22     0.232344813          7  0.3586154
## INFO  [12:37:49.723] [bbotk]   699        0.02     0.001376124          1  0.2007948
## INFO  [12:37:49.723] [bbotk]   700        0.17     0.135171414          3  0.2777192
## INFO  [12:37:50.016] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:37:50.217] [bbotk] Result of batch 36:
## INFO  [12:37:50.225] [bbotk]  stroke heatF laneF heatP laneP    pointP reactiontimeP swimtimeP  daytimeP
## INFO  [12:37:50.225] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:37:50.225] [bbotk]    FREE     1     7     4     6  902.0000     0.7759886  467.8700 1030.0000
## INFO  [12:37:50.225] [bbotk]    FREE     1     7     4     8  950.2981     0.7933844  598.0993 1030.0000
## INFO  [12:37:50.225] [bbotk]     FLY     1     7     4     5  902.0000     0.7700000  361.7755  949.0873
## INFO  [12:37:50.225] [bbotk]    FREE     4     5     4     1  902.0000     0.7700000  332.0951 1030.0000
## INFO  [12:37:50.225] [bbotk]    FREE     4     7     4     5  893.3102     0.7700000  209.6234 1030.0000
## INFO  [12:37:50.225] [bbotk]    FREE     1     7     4     7  959.1743     0.7700000  735.4099 1438.5369
## INFO  [12:37:50.225] [bbotk]  BREAST     1     7     1     5 1006.0000     0.7625746  467.8700 1030.0000
## INFO  [12:37:50.225] [bbotk]    FREE     1     7     2     5  902.0000     0.7700000  249.7276 1878.2458
## INFO  [12:37:50.225] [bbotk]    FREE     1     2     4     5  902.0000     0.7700000  963.7201 1526.0855
## INFO  [12:37:50.225] [bbotk]    FREE     1     7     2     5  923.1438     0.7700000  467.8700 1030.0000
## INFO  [12:37:50.225] [bbotk]    FREE     3     7     2     5  902.0000     0.8172752  390.5421 1030.0000
## INFO  [12:37:50.225] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  467.8700 1052.7859
## INFO  [12:37:50.225] [bbotk]    FREE     1     7     2     5  858.6222     0.7700000  921.5020 1077.1550
## INFO  [12:37:50.225] [bbotk]    FREE     1     7     4     5  902.0000     0.7742013  467.8700 1858.1429
## INFO  [12:37:50.225] [bbotk]  MEDLEY     9     6     4     5  902.0000     0.7812362  763.9248 1570.2225
## INFO  [12:37:50.225] [bbotk]    FREE     1     5     4     5  943.0635     0.7483574  467.8700 1030.0000
## INFO  [12:37:50.225] [bbotk]    FREE     1     7     2     5  902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:37:50.225] [bbotk]  MEDLEY     1     7     4     5  913.3074     0.7700000  467.8700 1030.0000
## INFO  [12:37:50.225] [bbotk]    FREE     1     7     4     8  948.4483     0.7652309  470.5461 1026.7438
## INFO  [12:37:50.225] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:37:50.225] [bbotk]         29.65534          29.61000         30.24000         26.85000  36  NA
## INFO  [12:37:50.225] [bbotk]         29.24188          29.61000         30.24000         26.85000  36  NA
## INFO  [12:37:50.225] [bbotk]         29.24188          29.61000         30.24000         26.85000  36  NA
## INFO  [12:37:50.225] [bbotk]         29.24188          29.61000         34.83925         26.85000  36  NA
## INFO  [12:37:50.225] [bbotk]         27.13561          22.79034         30.24000         26.85000  36  NA
## INFO  [12:37:50.225] [bbotk]         31.05758          26.78007         30.24000         24.18670  36  NA
## INFO  [12:37:50.225] [bbotk]         34.53478          29.61000         30.24000         27.69554  36  NA
## INFO  [12:37:50.225] [bbotk]         23.03494          29.61000         30.24000         26.85000  36  NA
## INFO  [12:37:50.225] [bbotk]         29.62046          29.61000         30.24000         29.01647  36  NA
## INFO  [12:37:50.225] [bbotk]         29.44069          29.61000         23.90495         26.85000  36  NA
## INFO  [12:37:50.225] [bbotk]         29.27464          29.61000         30.24000         26.85000  36  NA
## INFO  [12:37:50.225] [bbotk]         29.24188          30.32660         30.24000         26.85000  36  NA
## INFO  [12:37:50.225] [bbotk]         29.24188          29.61000         30.24000         26.85000  36  NA
## INFO  [12:37:50.225] [bbotk]         27.03983          29.61000         30.24000         26.85000  36  NA
## INFO  [12:37:50.225] [bbotk]         21.69749          29.61000         26.78719         26.85000  36  NA
## INFO  [12:37:50.225] [bbotk]         29.24188          29.61000         30.24000         26.85000  36  NA
## INFO  [12:37:50.225] [bbotk]         29.24188          29.61000         30.24000         26.85000  36  NA
## INFO  [12:37:50.225] [bbotk]         29.24188          29.61000         30.24000         26.85000  36  NA
## INFO  [12:37:50.225] [bbotk]         34.64751          29.61000         29.97416         26.85000  36  NA
## INFO  [12:37:50.225] [bbotk]         22.21416          29.61000         34.69148         33.05215  36  NA
## INFO  [12:37:50.225] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:37:50.225] [bbotk]   701        0.00     0.060517808          2  0.1732746
## INFO  [12:37:50.225] [bbotk]   702        0.17     0.059802064          2  0.1837311
## INFO  [12:37:50.225] [bbotk]   703        0.12     0.087817667          4  0.2299758
## INFO  [12:37:50.225] [bbotk]   704        0.22     0.084604703          4  0.2839256
## INFO  [12:37:50.225] [bbotk]   705        0.22     0.219947117          6  0.2995374
## INFO  [12:37:50.225] [bbotk]   706        0.27     0.109697882          6  0.3059821
## INFO  [12:37:50.225] [bbotk]   707        0.12     0.146255409          6  0.2756845
## INFO  [12:37:50.225] [bbotk]   708        0.17     0.181148264          5  0.2342939
## INFO  [12:37:50.225] [bbotk]   709        0.02     0.136003409          5  0.2069132
## INFO  [12:37:50.225] [bbotk]   710        0.37     0.140018642          5  0.2201078
## INFO  [12:37:50.225] [bbotk]   711        0.00     0.066450285          3  0.2042105
## INFO  [12:37:50.225] [bbotk]   712        0.07     0.132935350          5  0.2734327
## INFO  [12:37:50.225] [bbotk]   713        0.02     0.001376124          1  0.2007948
## INFO  [12:37:50.225] [bbotk]   714        0.12     0.114135944          5  0.2543264
## INFO  [12:37:50.225] [bbotk]   715        0.17     0.092374078          4  0.2646774
## INFO  [12:37:50.225] [bbotk]   716        0.12     0.229251873          6  0.3622143
## INFO  [12:37:50.225] [bbotk]   717        0.00     0.076911098          3  0.1703775
## INFO  [12:37:50.225] [bbotk]   718        0.02     0.058823529          1  0.1994186
## INFO  [12:37:50.225] [bbotk]   719        0.12     0.085809717          4  0.2678967
## INFO  [12:37:50.225] [bbotk]   720        0.17     0.150300599          8  0.2826132
## INFO  [12:37:50.585] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:37:50.780] [bbotk] Result of batch 37:
## INFO  [12:37:50.789] [bbotk]  stroke heatF laneF heatP laneP    pointP reactiontimeP swimtimeP daytimeP
## INFO  [12:37:50.789] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:37:50.789] [bbotk]    FREE     1     7     2     5  902.0000     0.7700000  467.8700 1816.606
## INFO  [12:37:50.789] [bbotk]    FREE     1     7     2     5  902.0000     0.7773017  258.0079 1009.099
## INFO  [12:37:50.789] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:37:50.789] [bbotk]    FREE     1     2     4     3  902.0000     0.7700000  840.0099 1030.000
## INFO  [12:37:50.789] [bbotk]    FREE     1     7     4     7  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:37:50.789] [bbotk]    FREE     1     7     4     5  902.0000     0.7912673  467.8700 1030.000
## INFO  [12:37:50.789] [bbotk]    FREE     1     5     4     5  902.4318     0.7700000  467.8700 1030.000
## INFO  [12:37:50.789] [bbotk]    FREE     1     7    11     5 1002.7327     0.7499104  655.9098 1702.353
## INFO  [12:37:50.789] [bbotk]    FREE     1     5     4     5  902.0000     0.8031590  110.0823 1030.000
## INFO  [12:37:50.789] [bbotk]    FREE     1     8     9     4  968.2926     0.7700000  467.8700 1857.970
## INFO  [12:37:50.789] [bbotk]    FREE     1     7     4     5  936.3147     0.7700000  467.8700 1065.849
## INFO  [12:37:50.789] [bbotk]    FREE     1     7    12     7  902.0000     0.7485601  467.8700 1098.080
## INFO  [12:37:50.789] [bbotk]     FLY     1     7     4     5  955.8073     0.7700000  136.8518 1032.233
## INFO  [12:37:50.789] [bbotk]  MEDLEY     1     7     8     5  902.0000     0.7899750  532.1851 1030.000
## INFO  [12:37:50.789] [bbotk]    FREE     1     7     4     5  902.0000     0.7558144  467.8700 1059.857
## INFO  [12:37:50.789] [bbotk]    FREE     1     7     4     5  983.8577     0.8005499  467.8700 1031.441
## INFO  [12:37:50.789] [bbotk]  BREAST     1     8     4     6  940.8340     0.7700000  763.5721 1057.294
## INFO  [12:37:50.789] [bbotk]    FREE     1     7     3     0  950.2981     0.7700000  312.4735 1057.294
## INFO  [12:37:50.789] [bbotk]    FREE    11     7     8     3  902.0000     0.7635115  405.6749 1030.000
## INFO  [12:37:50.789] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:37:50.789] [bbotk]         29.62194          29.61000         30.24000            26.85  37  NA
## INFO  [12:37:50.789] [bbotk]         29.24188          29.61000         29.59075            26.85  37  NA
## INFO  [12:37:50.789] [bbotk]         29.24188          33.77289         30.24000            26.85  37  NA
## INFO  [12:37:50.789] [bbotk]         29.65534          29.61000         30.24000            26.85  37  NA
## INFO  [12:37:50.789] [bbotk]         25.27839          29.61000         30.24000            26.85  37  NA
## INFO  [12:37:50.789] [bbotk]         29.24188          29.61000         30.24000            26.85  37  NA
## INFO  [12:37:50.789] [bbotk]         29.24188          29.61000         30.24000            26.85  37  NA
## INFO  [12:37:50.789] [bbotk]         29.40573          29.61000         30.24000            26.85  37  NA
## INFO  [12:37:50.789] [bbotk]         29.24188          29.61000         30.55757            26.85  37  NA
## INFO  [12:37:50.789] [bbotk]         29.65534          29.61000         30.24000            26.85  37  NA
## INFO  [12:37:50.789] [bbotk]         29.27464          29.61000         30.24000            26.85  37  NA
## INFO  [12:37:50.789] [bbotk]         29.21730          29.61000         30.24000            26.85  37  NA
## INFO  [12:37:50.789] [bbotk]         29.27022          32.18011         25.02130            26.85  37  NA
## INFO  [12:37:50.789] [bbotk]         29.24188          29.61000         37.46458            26.85  37  NA
## INFO  [12:37:50.789] [bbotk]         29.24188          28.06008         30.24000            26.85  37  NA
## INFO  [12:37:50.789] [bbotk]         29.24188          29.61000         30.24000            26.85  37  NA
## INFO  [12:37:50.789] [bbotk]         29.24188          29.61000         30.24000            26.85  37  NA
## INFO  [12:37:50.789] [bbotk]         29.24188          36.34499         29.99167            26.85  37  NA
## INFO  [12:37:50.789] [bbotk]         29.24188          23.73093         29.99167            26.85  37  NA
## INFO  [12:37:50.789] [bbotk]         29.24188          29.61000         36.91777            26.85  37  NA
## INFO  [12:37:50.789] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:37:50.789] [bbotk]   721        0.00     0.060380935          2  0.1734115
## INFO  [12:37:50.789] [bbotk]   722        0.00     0.108352466          3  0.2052802
## INFO  [12:37:50.789] [bbotk]   723        0.27     0.090406838          5  0.2309042
## INFO  [12:37:50.789] [bbotk]   724        0.02     0.001694279          1  0.2011129
## INFO  [12:37:50.789] [bbotk]   725        0.27     0.156915743          4  0.2382827
## INFO  [12:37:50.789] [bbotk]   726        0.17     0.058823529          1  0.2435332
## INFO  [12:37:50.789] [bbotk]   727        0.07     0.003475053          1  0.2028937
## INFO  [12:37:50.789] [bbotk]   728        0.00     0.059648002          3  0.1741444
## INFO  [12:37:50.789] [bbotk]   729        0.00     0.151032483          6  0.2822275
## INFO  [12:37:50.789] [bbotk]   730        0.00     0.088075061          4  0.1975639
## INFO  [12:37:50.789] [bbotk]   731        0.02     0.250100453          6  0.2636617
## INFO  [12:37:50.789] [bbotk]   732        0.00     0.014425467          3  0.2108078
## INFO  [12:37:50.789] [bbotk]   733        0.17     0.151603646          7  0.2737584
## INFO  [12:37:50.789] [bbotk]   734        0.12     0.121017448          5  0.2906388
## INFO  [12:37:50.789] [bbotk]   735        0.17     0.130900615          5  0.2703712
## INFO  [12:37:50.789] [bbotk]   736        0.02     0.004121101          2  0.1989039
## INFO  [12:37:50.789] [bbotk]   737        0.02     0.034085777          3  0.2306695
## INFO  [12:37:50.789] [bbotk]   738        0.32     0.237067009          8  0.3061149
## INFO  [12:37:50.789] [bbotk]   739        0.12     0.169596429          7  0.2905009
## INFO  [12:37:50.789] [bbotk]   740        0.17     0.202184917          6  0.3329254
## INFO  [12:37:51.099] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:37:51.299] [bbotk] Result of batch 38:
## INFO  [12:37:51.308] [bbotk]  stroke heatF laneF heatP laneP   pointP reactiontimeP swimtimeP  daytimeP
## INFO  [12:37:51.308] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:37:51.308] [bbotk]    FREE     3     7     1     5 986.1005     0.7862668  467.8700 1136.6732
## INFO  [12:37:51.308] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:37:51.308] [bbotk]    FREE     2     5     2     5 916.1220     0.7700000  423.6763 1850.3870
## INFO  [12:37:51.308] [bbotk]    FREE     1     7     4     5 950.6232     0.7700000  467.8700 1030.0000
## INFO  [12:37:51.308] [bbotk]    FREE     1     6     4     5 930.1840     0.7700000  815.2969 1030.0000
## INFO  [12:37:51.308] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:37:51.308] [bbotk]  MEDLEY     4     7     6     5 966.6359     0.7700000  467.8700 1103.0653
## INFO  [12:37:51.308] [bbotk]    FREE     1     5     2     5 923.1728     0.7700000  467.8700 1571.1349
## INFO  [12:37:51.308] [bbotk]    FREE     1     7     4     5 933.7842     0.7700000  467.8700 1030.0000
## INFO  [12:37:51.308] [bbotk]  BREAST     1     7     4     5 858.6321     0.7587548  464.9998 1688.7467
## INFO  [12:37:51.308] [bbotk]    FREE     9     7     4     7 940.8340     0.7700000  467.8700  949.2115
## INFO  [12:37:51.308] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  467.8700 1065.8487
## INFO  [12:37:51.308] [bbotk]    FREE     1     5     8     8 902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:37:51.308] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:37:51.308] [bbotk]    FREE     3     7     4     5 902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:37:51.308] [bbotk]     FLY    11     7     4     5 937.7792     0.7700000  388.4399 1541.9906
## INFO  [12:37:51.308] [bbotk]  MEDLEY     7     3     4     5 902.0000     0.7700000  440.9522 1030.0000
## INFO  [12:37:51.308] [bbotk]  BREAST     1     7     2     5 902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:37:51.308] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:37:51.308] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:37:51.308] [bbotk]         29.41784          29.61000         30.24000         26.85000  38  NA
## INFO  [12:37:51.308] [bbotk]         24.05536          29.61000         30.24000         26.85000  38  NA
## INFO  [12:37:51.308] [bbotk]         29.65534          29.61000         30.24000         26.85000  38  NA
## INFO  [12:37:51.308] [bbotk]         27.44531          29.61000         34.24996         26.85000  38  NA
## INFO  [12:37:51.308] [bbotk]         29.24188          29.30690         30.95270         26.85000  38  NA
## INFO  [12:37:51.308] [bbotk]         29.24940          29.61000         30.24000         26.85000  38  NA
## INFO  [12:37:51.308] [bbotk]         29.24188          29.61000         30.24000         26.85000  38  NA
## INFO  [12:37:51.308] [bbotk]         26.12889          26.24786         30.24000         23.51440  38  NA
## INFO  [12:37:51.308] [bbotk]         29.24188          22.87563         30.24000         26.85000  38  NA
## INFO  [12:37:51.308] [bbotk]         29.24188          29.12565         29.81270         23.77153  38  NA
## INFO  [12:37:51.308] [bbotk]         29.24188          29.61000         30.24000         26.85000  38  NA
## INFO  [12:37:51.308] [bbotk]         28.71229          30.02226         30.86707         27.46791  38  NA
## INFO  [12:37:51.308] [bbotk]         29.24188          23.01247         30.24000         31.73038  38  NA
## INFO  [12:37:51.308] [bbotk]         29.24188          31.56673         30.24000         22.41831  38  NA
## INFO  [12:37:51.308] [bbotk]         29.65534          29.61000         30.24000         26.85000  38  NA
## INFO  [12:37:51.308] [bbotk]         29.24188          29.61000         40.10052         26.85000  38  NA
## INFO  [12:37:51.308] [bbotk]         33.73554          22.33760         32.65047         26.85000  38  NA
## INFO  [12:37:51.308] [bbotk]         25.27288          29.61000         37.57984         26.85000  38  NA
## INFO  [12:37:51.308] [bbotk]         32.44690          29.61000         30.24000         31.70061  38  NA
## INFO  [12:37:51.308] [bbotk]         29.55554          29.61000         30.24000         26.85000  38  NA
## INFO  [12:37:51.308] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:37:51.308] [bbotk]   741        0.02     0.000721059          1  0.2001397
## INFO  [12:37:51.308] [bbotk]   742        0.07     0.177802332          6  0.3151579
## INFO  [12:37:51.308] [bbotk]   743        0.02     0.001694279          1  0.2011129
## INFO  [12:37:51.308] [bbotk]   744        0.07     0.253611258          8  0.3100900
## INFO  [12:37:51.308] [bbotk]   745        0.02     0.020625911          3  0.2160852
## INFO  [12:37:51.308] [bbotk]   746        0.17     0.090339646          4  0.2197584
## INFO  [12:37:51.308] [bbotk]   747        0.02     0.058823529          1  0.1749689
## INFO  [12:37:51.308] [bbotk]   748        0.32     0.246365521          8  0.3686197
## INFO  [12:37:51.308] [bbotk]   749        0.12     0.183944360          5  0.2358077
## INFO  [12:37:51.308] [bbotk]   750        0.27     0.029963176          4  0.2218278
## INFO  [12:37:51.308] [bbotk]   751        0.22     0.115990557          5  0.2389211
## INFO  [12:37:51.308] [bbotk]   752        0.22     0.145119062          8  0.3037486
## INFO  [12:37:51.308] [bbotk]   753        0.17     0.052305618          3  0.2505997
## INFO  [12:37:51.308] [bbotk]   754        0.12     0.206358133          5  0.2295480
## INFO  [12:37:51.308] [bbotk]   755        0.02     0.001694279          1  0.2011129
## INFO  [12:37:51.308] [bbotk]   756        0.17     0.089545488          2  0.2889641
## INFO  [12:37:51.308] [bbotk]   757        0.27     0.220285555          8  0.3484845
## INFO  [12:37:51.308] [bbotk]   758        0.12     0.217268649          6  0.3501394
## INFO  [12:37:51.308] [bbotk]   759        0.17     0.155188585          4  0.2482256
## INFO  [12:37:51.308] [bbotk]   760        0.00     0.060108858          2  0.1736836
## INFO  [12:37:51.667] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:37:51.861] [bbotk] Result of batch 39:
## INFO  [12:37:51.870] [bbotk]  stroke heatF laneF heatP laneP    pointP reactiontimeP swimtimeP daytimeP
## INFO  [12:37:51.870] [bbotk]    FREE    10     7    10     6  902.0000     0.7781641  467.8700 1030.000
## INFO  [12:37:51.870] [bbotk]    FREE     1     5     4     5  911.2479     0.7700000  467.8700 1030.000
## INFO  [12:37:51.870] [bbotk]    FREE     1     7     4     5 1018.0549     0.7996670  467.8700 1030.000
## INFO  [12:37:51.870] [bbotk]    FREE     1     7     3     5  974.5558     0.7700000  467.8700 1057.294
## INFO  [12:37:51.870] [bbotk]    FREE     1     4     4     5  902.0000     0.7700000  169.7352 1030.000
## INFO  [12:37:51.870] [bbotk]    FREE     1     7     4     5  980.6198     0.7700000  467.8700 1030.000
## INFO  [12:37:51.870] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:37:51.870] [bbotk]    FREE     3     5     4     5  966.8472     0.7677776  149.9021 1030.000
## INFO  [12:37:51.870] [bbotk]    FREE     1     7     4     5  912.2915     0.7700000  467.8700 1030.000
## INFO  [12:37:51.870] [bbotk]    FREE     1     7     4     5  917.9918     0.7700000  467.8700 1030.000
## INFO  [12:37:51.870] [bbotk]    FREE     1     7     4     5  936.3147     0.7700000  467.8700 1065.849
## INFO  [12:37:51.870] [bbotk]    FREE     9     7     4     5  902.0000     0.7700000  467.8700 1666.867
## INFO  [12:37:51.870] [bbotk]    FREE    11     0     4     5  994.0712     0.7700000  467.8700 1608.348
## INFO  [12:37:51.870] [bbotk]    FREE     1     7    11     6  919.1483     0.7700000  467.8700 1743.731
## INFO  [12:37:51.870] [bbotk]    FREE     1     5     2     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:37:51.870] [bbotk]    FREE     3     7     4     7  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:37:51.870] [bbotk]    FREE     1     7     4     5  867.5612     0.7700000  467.8700 1030.008
## INFO  [12:37:51.870] [bbotk]    FREE     1     8     4     5  923.5973     0.7700000  467.8700 1063.677
## INFO  [12:37:51.870] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:37:51.870] [bbotk]    FREE     1     7     2     5  902.0000     0.7700000  467.8700 1052.786
## INFO  [12:37:51.870] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:37:51.870] [bbotk]         31.31164          28.49976         30.24000         32.27074  39  NA
## INFO  [12:37:51.870] [bbotk]         29.24188          29.61000         30.24000         26.85000  39  NA
## INFO  [12:37:51.870] [bbotk]         27.38526          29.61000         37.31409         26.85000  39  NA
## INFO  [12:37:51.870] [bbotk]         29.55740          31.95572         30.24000         26.85000  39  NA
## INFO  [12:37:51.870] [bbotk]         29.65534          35.04089         30.24000         26.85000  39  NA
## INFO  [12:37:51.870] [bbotk]         29.65534          29.61000         30.24000         26.85000  39  NA
## INFO  [12:37:51.870] [bbotk]         29.40573          29.61000         30.24000         26.85000  39  NA
## INFO  [12:37:51.870] [bbotk]         29.24188          22.52349         30.24000         27.22038  39  NA
## INFO  [12:37:51.870] [bbotk]         29.24188          29.61000         30.24000         26.85000  39  NA
## INFO  [12:37:51.870] [bbotk]         28.99268          29.61000         30.24000         26.85000  39  NA
## INFO  [12:37:51.870] [bbotk]         29.21730          29.61000         30.24000         26.85000  39  NA
## INFO  [12:37:51.870] [bbotk]         29.24188          29.61000         30.24000         26.85000  39  NA
## INFO  [12:37:51.870] [bbotk]         27.04970          23.73959         33.52733         26.85000  39  NA
## INFO  [12:37:51.870] [bbotk]         27.62134          29.61929         32.15517         26.85000  39  NA
## INFO  [12:37:51.870] [bbotk]         29.61734          29.61000         30.24000         26.85000  39  NA
## INFO  [12:37:51.870] [bbotk]         23.41531          29.61000         31.67568         31.22979  39  NA
## INFO  [12:37:51.870] [bbotk]         29.62187          29.61000         30.24000         26.85000  39  NA
## INFO  [12:37:51.870] [bbotk]         21.92233          29.61000         28.50726         23.95076  39  NA
## INFO  [12:37:51.870] [bbotk]         29.55554          29.61000         30.24000         26.85000  39  NA
## INFO  [12:37:51.870] [bbotk]         29.24188          29.61000         30.24000         26.85000  39  NA
## INFO  [12:37:51.870] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:37:51.870] [bbotk]   761        0.27    0.2178680155          7  0.2852383
## INFO  [12:37:51.870] [bbotk]   762        0.02    0.0621005962          2  0.1716918
## INFO  [12:37:51.870] [bbotk]   763        0.02    0.0756209540          4  0.2718001
## INFO  [12:37:51.870] [bbotk]   764        0.00    0.0965714612          5  0.2343317
## INFO  [12:37:51.870] [bbotk]   765        0.32    0.1000246608          4  0.2405220
## INFO  [12:37:51.870] [bbotk]   766        0.00    0.0295538989          2  0.2261377
## INFO  [12:37:51.870] [bbotk]   767        0.02    0.0006714464          1  0.2000901
## INFO  [12:37:51.870] [bbotk]   768        0.07    0.1900070631          7  0.2797460
## INFO  [12:37:51.870] [bbotk]   769        0.07    0.0036468781          1  0.2002306
## INFO  [12:37:51.870] [bbotk]   770        0.07    0.0066879950          2  0.2028671
## INFO  [12:37:51.870] [bbotk]   771        0.00    0.0144254673          3  0.2108078
## INFO  [12:37:51.870] [bbotk]   772        0.02    0.0972863414          2  0.2967050
## INFO  [12:37:51.870] [bbotk]   773        0.22    0.2271903607          7  0.3577554
## INFO  [12:37:51.870] [bbotk]   774        0.12    0.1794722795          7  0.2496475
## INFO  [12:37:51.870] [bbotk]   775        0.00    0.1191856095          3  0.2009572
## INFO  [12:37:51.870] [bbotk]   776        0.17    0.1680349998          5  0.3155189
## INFO  [12:37:51.870] [bbotk]   777        0.07    0.0137612722          3  0.2131799
## INFO  [12:37:51.870] [bbotk]   778        0.22    0.1184919036          6  0.2522529
## INFO  [12:37:51.870] [bbotk]   779        0.02    0.0012853286          1  0.2007040
## INFO  [12:37:51.870] [bbotk]   780        0.00    0.0601996539          2  0.2007948
## INFO  [12:37:52.155] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:37:52.418] [bbotk] Result of batch 40:
## INFO  [12:37:52.426] [bbotk]  stroke heatF laneF heatP laneP   pointP reactiontimeP swimtimeP daytimeP
## INFO  [12:37:52.426] [bbotk]    FREE     9     7     4     5 935.2441     0.7587770 467.87000 1030.594
## INFO  [12:37:52.426] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000 467.87000 1030.000
## INFO  [12:37:52.426] [bbotk]    BACK     1     7     4     5 902.0000     0.7913530 775.43248 1090.357
## INFO  [12:37:52.426] [bbotk]    FREE     2     7     9     5 902.0000     0.7700000 467.87000 1535.597
## INFO  [12:37:52.426] [bbotk]    FREE     2     7     4     5 902.0000     0.7901107 467.87000 1056.849
## INFO  [12:37:52.426] [bbotk]    FREE    11     7     4     2 902.0000     0.8033007 467.87000 1052.016
## INFO  [12:37:52.426] [bbotk]     FLY     2     7     4     5 902.0000     0.7700000  85.67093 1030.000
## INFO  [12:37:52.426] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000 467.87000 1030.000
## INFO  [12:37:52.426] [bbotk]    FREE     3     7     4     5 902.0000     0.7700000 467.87000 1030.000
## INFO  [12:37:52.426] [bbotk]    FREE     1     7     4     4 923.1438     0.7700000 467.87000 1030.000
## INFO  [12:37:52.426] [bbotk]    FREE     1     7     4     5 980.6198     0.7700000 467.87000 1030.000
## INFO  [12:37:52.426] [bbotk]    FREE     1     7     4     5 940.8340     0.7700000 467.87000 1057.294
## INFO  [12:37:52.426] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000 467.87000 1030.000
## INFO  [12:37:52.426] [bbotk]    FREE     1     5    12     5 902.4318     0.7700000 467.87000 1030.000
## INFO  [12:37:52.426] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000 467.87000 1030.000
## INFO  [12:37:52.426] [bbotk]     FLY     1     5     8     7 936.3147     0.7502465 467.87000 1030.000
## INFO  [12:37:52.426] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000 467.87000 1030.000
## INFO  [12:37:52.426] [bbotk]    FREE     1     4     4     5 902.0000     0.7700000 245.03387 1030.000
## INFO  [12:37:52.426] [bbotk]    FREE     1     0     4     5 902.0000     0.7789729 804.52900 1030.000
## INFO  [12:37:52.426] [bbotk]  BREAST     6     7     4     1 902.0000     0.7700000 467.87000 1030.000
## INFO  [12:37:52.426] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:37:52.426] [bbotk]         29.63698          29.61000         30.24000         23.79864  40  NA
## INFO  [12:37:52.426] [bbotk]         28.69480          29.98936         30.24000         27.02606  40  NA
## INFO  [12:37:52.426] [bbotk]         29.21730          29.61000         30.78001         29.98418  40  NA
## INFO  [12:37:52.426] [bbotk]         29.24188          29.61000         30.24000         26.85000  40  NA
## INFO  [12:37:52.426] [bbotk]         33.81803          32.12803         30.24000         26.69273  40  NA
## INFO  [12:37:52.426] [bbotk]         26.86502          29.49242         30.24000         26.85000  40  NA
## INFO  [12:37:52.426] [bbotk]         29.24188          31.05793         30.24000         31.54868  40  NA
## INFO  [12:37:52.426] [bbotk]         29.65534          29.61000         30.24000         26.85000  40  NA
## INFO  [12:37:52.426] [bbotk]         29.24188          29.61000         30.24000         26.85000  40  NA
## INFO  [12:37:52.426] [bbotk]         29.27464          29.61000         30.24000         26.85000  40  NA
## INFO  [12:37:52.426] [bbotk]         29.65534          29.61000         30.24000         26.85000  40  NA
## INFO  [12:37:52.426] [bbotk]         29.24188          29.61000         30.24000         26.85000  40  NA
## INFO  [12:37:52.426] [bbotk]         29.65534          29.61000         30.24000         26.85000  40  NA
## INFO  [12:37:52.426] [bbotk]         28.63697          29.61000         30.24000         26.85000  40  NA
## INFO  [12:37:52.426] [bbotk]         29.55554          29.61000         30.24000         26.85000  40  NA
## INFO  [12:37:52.426] [bbotk]         29.24188          22.42665         29.09087         26.85000  40  NA
## INFO  [12:37:52.426] [bbotk]         29.65534          29.61000         30.24000         26.85000  40  NA
## INFO  [12:37:52.426] [bbotk]         29.62194          29.61000         30.24000         26.85000  40  NA
## INFO  [12:37:52.426] [bbotk]         35.33236          29.61000         30.24000         31.21559  40  NA
## INFO  [12:37:52.426] [bbotk]         29.24188          29.61000         30.24000         26.85000  40  NA
## INFO  [12:37:52.426] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:37:52.426] [bbotk]   781        0.17     0.089446894          6  0.2804509
## INFO  [12:37:52.426] [bbotk]   782        0.12     0.004598756          3  0.2036127
## INFO  [12:37:52.426] [bbotk]   783        0.02     0.102543299          7  0.2940142
## INFO  [12:37:52.426] [bbotk]   784        0.00     0.148181952          3  0.2887771
## INFO  [12:37:52.426] [bbotk]   785        0.12     0.093038436          6  0.2879382
## INFO  [12:37:52.426] [bbotk]   786        0.27     0.134613707          6  0.2667533
## INFO  [12:37:52.426] [bbotk]   787        0.27     0.170554765          5  0.3577093
## INFO  [12:37:52.426] [bbotk]   788        0.02     0.001694279          1  0.2011129
## INFO  [12:37:52.426] [bbotk]   789        0.07     0.058823529          1  0.2582422
## INFO  [12:37:52.426] [bbotk]   790        0.00     0.066450285          3  0.1976586
## INFO  [12:37:52.426] [bbotk]   791        0.00     0.029553899          2  0.2261377
## INFO  [12:37:52.426] [bbotk]   792        0.00     0.015409544          2  0.2119933
## INFO  [12:37:52.426] [bbotk]   793        0.02     0.001694279          1  0.2011129
## INFO  [12:37:52.426] [bbotk]   794        0.07     0.120278844          4  0.2013397
## INFO  [12:37:52.426] [bbotk]   795        0.02     0.001285329          1  0.2007040
## INFO  [12:37:52.426] [bbotk]   796        0.37     0.282116159          8  0.2890360
## INFO  [12:37:52.426] [bbotk]   797        0.00     0.060517808          2  0.1732746
## INFO  [12:37:52.426] [bbotk]   798        0.07     0.074169548          3  0.2146669
## INFO  [12:37:52.426] [bbotk]   799        0.37     0.128046302          5  0.2541155
## INFO  [12:37:52.426] [bbotk]   800        0.22     0.176470588          3  0.3611803
## INFO  [12:37:52.784] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:37:52.995] [bbotk] Result of batch 41:
## INFO  [12:37:53.003] [bbotk]  stroke heatF laneF heatP laneP    pointP reactiontimeP swimtimeP daytimeP
## INFO  [12:37:53.003] [bbotk]    FREE     1     7    12     6  902.0000     0.7700000  467.8700 1053.916
## INFO  [12:37:53.003] [bbotk]    FREE     1     7     4     5  897.3277     0.7700000  467.8700 1011.836
## INFO  [12:37:53.003] [bbotk]    FREE     1     7    11     8  902.4318     0.7700000  467.8700 1030.000
## INFO  [12:37:53.003] [bbotk]  MEDLEY     1     8     4     5  934.0091     0.7535970  467.8700 1887.217
## INFO  [12:37:53.003] [bbotk]    FREE     1     3     7     5 1008.9363     0.7700000  467.8700 1030.000
## INFO  [12:37:53.003] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:37:53.003] [bbotk]     FLY     1     7     4     5  956.4233     0.7700000  373.0654 1028.304
## INFO  [12:37:53.003] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000  750.8510 1435.879
## INFO  [12:37:53.003] [bbotk]    FREE     1     7     2     5  902.0000     0.7700000  467.8700 1058.463
## INFO  [12:37:53.003] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:37:53.003] [bbotk]  BREAST     1     5     2     5  952.1932     0.7718196  467.8700 1030.000
## INFO  [12:37:53.003] [bbotk]    FREE     1     7     4     5  902.0000     0.7854690  858.0219 1030.000
## INFO  [12:37:53.003] [bbotk]    FREE     1     7     4     5  940.8340     0.7700000  467.8700 1030.000
## INFO  [12:37:53.003] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:37:53.003] [bbotk]     FLY     1     7     7     5  902.0000     0.7868446  886.0097 1030.000
## INFO  [12:37:53.003] [bbotk]    FREE     9     7     4     5  902.0000     0.7831866  467.8700 1717.420
## INFO  [12:37:53.003] [bbotk]    FREE     1     5     4     5  900.7827     0.7519884  467.8700 1030.000
## INFO  [12:37:53.003] [bbotk]    FREE     5     7     4     5  902.0000     0.7700000  467.8700 1351.337
## INFO  [12:37:53.003] [bbotk]    FREE     1     1     4     3  895.8383     0.7700000  467.8700 1491.014
## INFO  [12:37:53.003] [bbotk]    FREE     1     5     3     5  933.6781     0.7700000  467.8700 1030.000
## INFO  [12:37:53.003] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:37:53.003] [bbotk]         29.24188          29.61000         23.31307         24.71546  41  NA
## INFO  [12:37:53.003] [bbotk]         28.93678          29.61000         30.24000         26.85000  41  NA
## INFO  [12:37:53.003] [bbotk]         29.40573          29.61000         30.24000         26.85000  41  NA
## INFO  [12:37:53.003] [bbotk]         34.43618          29.61000         26.49174         26.85000  41  NA
## INFO  [12:37:53.003] [bbotk]         29.24188          29.61000         30.24000         27.25170  41  NA
## INFO  [12:37:53.003] [bbotk]         29.24188          29.61000         30.24000         26.85000  41  NA
## INFO  [12:37:53.003] [bbotk]         25.05046          29.61000         37.54927         24.18189  41  NA
## INFO  [12:37:53.003] [bbotk]         30.17269          29.61000         24.82663         25.80415  41  NA
## INFO  [12:37:53.003] [bbotk]         29.24188          29.61000         30.24000         26.85000  41  NA
## INFO  [12:37:53.003] [bbotk]         29.59858          29.61000         30.24000         26.85000  41  NA
## INFO  [12:37:53.003] [bbotk]         29.24188          30.97627         30.24000         26.85000  41  NA
## INFO  [12:37:53.003] [bbotk]         29.24188          29.61000         30.24000         26.85000  41  NA
## INFO  [12:37:53.003] [bbotk]         29.24188          29.61000         30.24000         26.85000  41  NA
## INFO  [12:37:53.003] [bbotk]         29.24188          29.61000         30.24000         26.85000  41  NA
## INFO  [12:37:53.003] [bbotk]         30.94693          34.43179         21.79482         26.85000  41  NA
## INFO  [12:37:53.003] [bbotk]         24.64357          29.61000         30.24000         26.85000  41  NA
## INFO  [12:37:53.003] [bbotk]         29.38866          29.61000         30.24000         26.85000  41  NA
## INFO  [12:37:53.003] [bbotk]         29.24188          29.61000         30.24000         26.85000  41  NA
## INFO  [12:37:53.003] [bbotk]         29.24188          21.80421         24.08014         24.75388  41  NA
## INFO  [12:37:53.003] [bbotk]         29.24188          30.21240         30.24000         26.85000  41  NA
## INFO  [12:37:53.003] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:37:53.003] [bbotk]   801        0.22     0.151414242          5  0.2217520
## INFO  [12:37:53.003] [bbotk]   802        0.12     0.004002895          3  0.2030169
## INFO  [12:37:53.003] [bbotk]   803        0.02     0.118471532          4  0.2013866
## INFO  [12:37:53.003] [bbotk]   804        0.17     0.216403889          7  0.2955571
## INFO  [12:37:53.003] [bbotk]   805        0.00     0.157562204          4  0.2268682
## INFO  [12:37:53.003] [bbotk]   806        0.07     0.000000000          0  0.1994186
## INFO  [12:37:53.003] [bbotk]   807        0.22     0.137452037          7  0.3316212
## INFO  [12:37:53.003] [bbotk]   808        0.07     0.126789468          6  0.2205529
## INFO  [12:37:53.003] [bbotk]   809        0.00     0.060542547          2  0.2011377
## INFO  [12:37:53.003] [bbotk]   810        0.02     0.001461706          1  0.2008803
## INFO  [12:37:53.003] [bbotk]   811        0.27     0.199852196          6  0.2520789
## INFO  [12:37:53.003] [bbotk]   812        0.07     0.026669369          2  0.2260880
## INFO  [12:37:53.003] [bbotk]   813        0.02     0.013761145          1  0.2103449
## INFO  [12:37:53.003] [bbotk]   814        0.07     0.000000000          0  0.1994186
## INFO  [12:37:53.003] [bbotk]   815        0.37     0.198269301          7  0.3371820
## INFO  [12:37:53.003] [bbotk]   816        0.07     0.121336880          4  0.3203509
## INFO  [12:37:53.003] [bbotk]   817        0.00     0.062799449          4  0.1777418
## INFO  [12:37:53.003] [bbotk]   818        0.02     0.078230279          2  0.2776489
## INFO  [12:37:53.003] [bbotk]   819        0.37     0.207680312          7  0.2833042
## INFO  [12:37:53.003] [bbotk]   820        0.00     0.131208342          4  0.2035931
## INFO  [12:37:53.300] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:37:53.512] [bbotk] Result of batch 42:
## INFO  [12:37:53.520] [bbotk]  stroke heatF laneF heatP laneP    pointP reactiontimeP swimtimeP  daytimeP
## INFO  [12:37:53.520] [bbotk]    FREE    11     7     4     0 1009.7769     0.7700000   467.870 1030.0000
## INFO  [12:37:53.520] [bbotk]    FREE     1     7     4     5 1000.9672     0.7700000   467.870 1030.0000
## INFO  [12:37:53.520] [bbotk]    FREE     1     5     4     0  902.0000     0.7514853   599.303 1759.2068
## INFO  [12:37:53.520] [bbotk]    FREE    12     7     4     5  902.0000     0.7909227   467.870 1030.0000
## INFO  [12:37:53.520] [bbotk]     FLY    12     7     3     5  940.8340     0.7687571   467.870 1030.0000
## INFO  [12:37:53.520] [bbotk]    BACK     1     5     4     5  937.1606     0.7913293   467.870 1030.0000
## INFO  [12:37:53.520] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000   467.870 1065.8487
## INFO  [12:37:53.520] [bbotk]    FREE     1     7     2     5  902.0000     0.7700000   467.870 1052.7859
## INFO  [12:37:53.520] [bbotk]    FREE     3     7     4     5  902.0000     0.7700000   467.870 1497.3862
## INFO  [12:37:53.520] [bbotk]    FREE     1     7     4     5  980.6198     0.7700000   467.870 1030.0000
## INFO  [12:37:53.520] [bbotk]    FREE     5     7     4     5  917.2807     0.7700000   467.870 1030.0000
## INFO  [12:37:53.520] [bbotk]    BACK     1     5     2     5  902.0000     0.7700000   467.870 1030.0000
## INFO  [12:37:53.520] [bbotk]    FREE     1     5     4     5  934.0091     0.7700000   467.870 1030.0000
## INFO  [12:37:53.520] [bbotk]    FREE     1     7     4     0  902.0000     0.7700000   467.870 1206.6940
## INFO  [12:37:53.520] [bbotk]  MEDLEY     1     7     4     5  966.2697     0.7577360   467.870 1019.8152
## INFO  [12:37:53.520] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000   467.870 1030.0000
## INFO  [12:37:53.520] [bbotk]    BACK    12     7     4     5  902.0000     0.7700000   467.870 1304.7747
## INFO  [12:37:53.520] [bbotk]    FREE     1     7     4     5  902.0000     0.7762917   467.870  937.1755
## INFO  [12:37:53.520] [bbotk]    FREE     1     7     4     5  908.5137     0.7700000   467.870 1030.0000
## INFO  [12:37:53.520] [bbotk]    FREE     1     9     4     7  902.0000     0.7700000   467.870 1633.3316
## INFO  [12:37:53.520] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:37:53.520] [bbotk]         29.24188          29.61000         30.24000         26.85000  42  NA
## INFO  [12:37:53.520] [bbotk]         29.24188          29.61000         30.24000         26.85000  42  NA
## INFO  [12:37:53.520] [bbotk]         29.24188          29.61000         30.24000         26.85000  42  NA
## INFO  [12:37:53.520] [bbotk]         29.56380          29.61000         30.24000         26.85000  42  NA
## INFO  [12:37:53.520] [bbotk]         29.24188          29.61000         30.24000         26.85000  42  NA
## INFO  [12:37:53.520] [bbotk]         22.88160          31.95572         28.17364         26.85000  42  NA
## INFO  [12:37:53.520] [bbotk]         29.21730          29.61000         29.97753         26.85000  42  NA
## INFO  [12:37:53.520] [bbotk]         29.24188          29.61000         30.24000         26.85000  42  NA
## INFO  [12:37:53.520] [bbotk]         29.41784          29.61000         33.43199         26.85000  42  NA
## INFO  [12:37:53.520] [bbotk]         29.24188          29.61000         30.24000         26.85000  42  NA
## INFO  [12:37:53.520] [bbotk]         27.46671          28.53605         22.11049         26.85000  42  NA
## INFO  [12:37:53.520] [bbotk]         29.24188          29.61000         30.24000         26.85000  42  NA
## INFO  [12:37:53.520] [bbotk]         29.65534          29.61000         30.24000         26.85000  42  NA
## INFO  [12:37:53.520] [bbotk]         29.24188          29.61000         30.24000         26.85000  42  NA
## INFO  [12:37:53.520] [bbotk]         29.24188          29.61000         30.24000         27.52942  42  NA
## INFO  [12:37:53.520] [bbotk]         29.54026          25.48277         37.68786         26.85000  42  NA
## INFO  [12:37:53.520] [bbotk]         29.24188          29.61000         30.24000         26.85000  42  NA
## INFO  [12:37:53.520] [bbotk]         30.15602          25.80781         30.24000         26.85000  42  NA
## INFO  [12:37:53.520] [bbotk]         29.66210          29.61000         30.24000         26.85000  42  NA
## INFO  [12:37:53.520] [bbotk]         27.49443          29.61000         30.24000         26.85000  42  NA
## INFO  [12:37:53.520] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:37:53.520] [bbotk]   821        0.07     0.155838718          3  0.3277915
## INFO  [12:37:53.520] [bbotk]   822        0.02     0.035069869          1  0.2316536
## INFO  [12:37:53.520] [bbotk]   823        0.00     0.172844673          5  0.2565689
## INFO  [12:37:53.520] [bbotk]   824        0.02     0.063561444          3  0.2629801
## INFO  [12:37:53.520] [bbotk]   825        0.07     0.190434821          5  0.3277889
## INFO  [12:37:53.520] [bbotk]   826        0.07     0.175188491          7  0.2505744
## INFO  [12:37:53.520] [bbotk]   827        0.02     0.003083523          3  0.2006652
## INFO  [12:37:53.520] [bbotk]   828        0.00     0.060199654          2  0.2007948
## INFO  [12:37:53.520] [bbotk]   829        0.02     0.097716948          4  0.2971356
## INFO  [12:37:53.520] [bbotk]   830        0.02     0.027859620          1  0.2244434
## INFO  [12:37:53.520] [bbotk]   831        0.37     0.101005694          5  0.2943778
## INFO  [12:37:53.520] [bbotk]   832        0.02     0.176470588          3  0.2336988
## INFO  [12:37:53.520] [bbotk]   833        0.00     0.071860510          3  0.1619384
## INFO  [12:37:53.520] [bbotk]   834        0.02     0.069494749          2  0.2436959
## INFO  [12:37:53.520] [bbotk]   835        0.02     0.087635866          5  0.2802118
## INFO  [12:37:53.520] [bbotk]   836        0.17     0.040431461          3  0.2387256
## INFO  [12:37:53.520] [bbotk]   837        0.02     0.134241738          3  0.3286041
## INFO  [12:37:53.520] [bbotk]   838        0.22     0.025123507          4  0.2234176
## INFO  [12:37:53.520] [bbotk]   839        0.02     0.004030162          2  0.2006139
## INFO  [12:37:53.520] [bbotk]   840        0.17     0.161245168          4  0.2937875
## INFO  [12:37:53.817] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:37:54.050] [bbotk] Result of batch 43:
## INFO  [12:37:54.057] [bbotk]  stroke heatF laneF heatP laneP   pointP reactiontimeP swimtimeP daytimeP
## INFO  [12:37:54.057] [bbotk]    FREE     4     7     1     5 915.8237     0.7700000    467.87 1030.000
## INFO  [12:37:54.057] [bbotk]    FREE     1     7     3     5 908.3501     0.7700000    467.87 1875.406
## INFO  [12:37:54.057] [bbotk]    FREE     1     0     4     5 902.0000     0.7700000    467.87 1030.000
## INFO  [12:37:54.057] [bbotk]    FREE     1     3     5     5 902.0000     0.7700000    467.87 1276.706
## INFO  [12:37:54.057] [bbotk]    FREE     1     7    10     5 970.4708     0.7700000    467.87 1030.000
## INFO  [12:37:54.057] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000    467.87 1030.000
## INFO  [12:37:54.057] [bbotk]    FREE     6     7     4     5 902.0000     0.7700000    467.87 1030.000
## INFO  [12:37:54.057] [bbotk]  MEDLEY     8     4     4     6 977.4128     0.7700000    467.87 1030.000
## INFO  [12:37:54.057] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000    467.87 1030.000
## INFO  [12:37:54.057] [bbotk]    FREE     1     7     4     5 902.0000     0.7711090    467.87 1030.000
## INFO  [12:37:54.057] [bbotk]    FREE     8     5     4     5 928.0371     0.7700000    467.87 1030.000
## INFO  [12:37:54.057] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000    467.87 1067.799
## INFO  [12:37:54.057] [bbotk]    BACK     3     5     4     5 869.9645     0.7700000    467.87 1030.000
## INFO  [12:37:54.057] [bbotk]    FREE     1     7     4     5 940.8340     0.7700000    467.87 1030.000
## INFO  [12:37:54.057] [bbotk]    FREE     1     7    10     5 987.8029     0.7700000    467.87 1077.630
## INFO  [12:37:54.057] [bbotk]    FREE     1     7     4     5 899.5019     0.7700000    467.87 1030.000
## INFO  [12:37:54.057] [bbotk]  BREAST     1     7     4     5 943.0635     0.7700000    467.87 1206.164
## INFO  [12:37:54.057] [bbotk]    FREE     1     9     7     5 902.0000     0.7409292    467.87 1030.000
## INFO  [12:37:54.057] [bbotk]    FREE     1     7     2     5 902.0000     0.7700000    467.87 1030.000
## INFO  [12:37:54.057] [bbotk]    FREE     1     4     4     5 979.7062     0.7700000    467.87 1206.008
## INFO  [12:37:54.057] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:37:54.057] [bbotk]         33.46164          29.61000         30.24000         26.85000  43  NA
## INFO  [12:37:54.057] [bbotk]         29.24188          29.61000         30.24000         26.85000  43  NA
## INFO  [12:37:54.057] [bbotk]         30.94360          29.39286         30.24000         30.39726  43  NA
## INFO  [12:37:54.057] [bbotk]         29.24188          29.61000         30.24000         25.96935  43  NA
## INFO  [12:37:54.057] [bbotk]         29.41784          29.61000         29.79333         26.85000  43  NA
## INFO  [12:37:54.057] [bbotk]         29.65534          29.61000         30.24000         26.85000  43  NA
## INFO  [12:37:54.057] [bbotk]         31.47578          29.61000         35.51745         26.85000  43  NA
## INFO  [12:37:54.057] [bbotk]         29.65534          27.48945         40.16541         26.85000  43  NA
## INFO  [12:37:54.057] [bbotk]         29.24188          29.61000         30.24000         26.85000  43  NA
## INFO  [12:37:54.057] [bbotk]         29.24188          29.61000         30.24000         26.85000  43  NA
## INFO  [12:37:54.057] [bbotk]         34.47502          29.61000         30.24000         24.41188  43  NA
## INFO  [12:37:54.057] [bbotk]         29.24188          29.61000         30.24293         26.85000  43  NA
## INFO  [12:37:54.057] [bbotk]         29.55554          29.61000         25.95375         26.85000  43  NA
## INFO  [12:37:54.057] [bbotk]         29.24188          29.61000         29.99167         26.85000  43  NA
## INFO  [12:37:54.057] [bbotk]         29.47065          29.61000         30.24000         26.85000  43  NA
## INFO  [12:37:54.057] [bbotk]         26.40801          29.61000         30.24000         26.85000  43  NA
## INFO  [12:37:54.057] [bbotk]         29.24188          29.61000         30.24000         26.85000  43  NA
## INFO  [12:37:54.057] [bbotk]         31.67265          29.61000         30.24000         26.85000  43  NA
## INFO  [12:37:54.057] [bbotk]         29.41784          29.61000         30.24000         26.85000  43  NA
## INFO  [12:37:54.057] [bbotk]         29.24188          31.95572         30.63484         25.43456  43  NA
## INFO  [12:37:54.057] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:37:54.057] [bbotk]   841        0.12    0.1398372356          4  0.2775975
## INFO  [12:37:54.057] [bbotk]   842        0.00    0.1121310241          3  0.2498913
## INFO  [12:37:54.057] [bbotk]   843        0.22    0.0844884190          4  0.2213574
## INFO  [12:37:54.057] [bbotk]   844        0.07    0.1369779583          4  0.1496078
## INFO  [12:37:54.057] [bbotk]   845        0.00    0.0851995040          4  0.2212773
## INFO  [12:37:54.057] [bbotk]   846        0.02    0.0016942785          1  0.2011129
## INFO  [12:37:54.057] [bbotk]   847        0.02    0.0844202827          3  0.2838389
## INFO  [12:37:54.057] [bbotk]   848        0.37    0.3028583983          8  0.3318211
## INFO  [12:37:54.057] [bbotk]   849        0.02    0.0588235294          1  0.1749689
## INFO  [12:37:54.057] [bbotk]   850        0.07    0.0001812148          1  0.1995998
## INFO  [12:37:54.057] [bbotk]   851        0.22    0.1605862563          5  0.2407094
## INFO  [12:37:54.057] [bbotk]   852        0.02    0.0022919422          2  0.2017106
## INFO  [12:37:54.057] [bbotk]   853        0.12    0.2024624409          6  0.3160371
## INFO  [12:37:54.057] [bbotk]   854        0.02    0.0145348539          2  0.2095712
## INFO  [12:37:54.057] [bbotk]   855        0.00    0.0930425440          4  0.2308028
## INFO  [12:37:54.057] [bbotk]   856        0.12    0.0124977491          2  0.2115117
## INFO  [12:37:54.057] [bbotk]   857        0.17    0.0840139473          3  0.2401622
## INFO  [12:37:54.057] [bbotk]   858        0.17    0.1323579506          4  0.2046293
## INFO  [12:37:54.057] [bbotk]   859        0.00    0.0595445884          2  0.2001397
## INFO  [12:37:54.057] [bbotk]   860        0.00    0.1144376232          6  0.2389461
## INFO  [12:37:54.366] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:37:54.567] [bbotk] Result of batch 44:
## INFO  [12:37:54.575] [bbotk]  stroke heatF laneF heatP laneP    pointP reactiontimeP swimtimeP  daytimeP
## INFO  [12:37:54.575] [bbotk]     FLY     1     7     5     5  902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:37:54.575] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  467.8700 1102.7840
## INFO  [12:37:54.575] [bbotk]    FREE     1     9     4     5  987.2884     0.7668844  467.8700 1030.0000
## INFO  [12:37:54.575] [bbotk]  MEDLEY     1     7    10     5  980.6198     0.7700000  467.8700 1030.0000
## INFO  [12:37:54.575] [bbotk]    FREE     1     7    12     5  944.4625     0.7700000  467.8700 1030.0000
## INFO  [12:37:54.575] [bbotk]    FREE     1     3     4     9  902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:37:54.575] [bbotk]    FREE     1     7     4     5  902.0000     0.7783716  467.8700  991.7394
## INFO  [12:37:54.575] [bbotk]    FREE     6     7     2     5  902.0000     0.7535252  146.1069 1558.9739
## INFO  [12:37:54.575] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  270.8208 1885.5670
## INFO  [12:37:54.575] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:37:54.575] [bbotk]    BACK     1     5     9     5  902.0000     0.7447699  467.8700 1194.0426
## INFO  [12:37:54.575] [bbotk]    FREE     1     6     4     3  902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:37:54.575] [bbotk]    FREE     1     7     2     5  934.0091     0.7700000  467.8700 1030.0000
## INFO  [12:37:54.575] [bbotk]    FREE     1     7     4     7  902.0000     0.7768843  655.3652 1030.0000
## INFO  [12:37:54.575] [bbotk]    FREE     1     7     4     5  894.1777     0.7700000  111.4287 1030.0000
## INFO  [12:37:54.575] [bbotk]     FLY     1     5     9     5 1014.7424     0.7700000  467.8700 1030.0000
## INFO  [12:37:54.575] [bbotk]    FREE     1     7     4     5  980.6309     0.7988293  467.8700 1030.0000
## INFO  [12:37:54.575] [bbotk]    FREE     9     5     4     5  883.0765     0.7700000  467.8700 1054.0066
## INFO  [12:37:54.575] [bbotk]    FREE     1     5     4     5  934.0091     0.7700000  467.8700 1030.0000
## INFO  [12:37:54.575] [bbotk]    FREE     1     5     1     5  902.0000     0.7700000  466.4320 1030.0000
## INFO  [12:37:54.575] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:37:54.575] [bbotk]         22.28170          29.61000         30.24000         26.85000  44  NA
## INFO  [12:37:54.575] [bbotk]         29.21730          34.77554         30.24000         26.85000  44  NA
## INFO  [12:37:54.575] [bbotk]         29.65534          33.27000         30.24000         26.85000  44  NA
## INFO  [12:37:54.575] [bbotk]         32.13685          29.61000         30.24000         26.85000  44  NA
## INFO  [12:37:54.575] [bbotk]         29.24188          29.61000         25.86545         23.49817  44  NA
## INFO  [12:37:54.575] [bbotk]         29.24188          23.74579         23.07694         26.85000  44  NA
## INFO  [12:37:54.575] [bbotk]         29.24188          29.61000         30.24000         26.85000  44  NA
## INFO  [12:37:54.575] [bbotk]         29.24188          29.61000         30.24000         26.85000  44  NA
## INFO  [12:37:54.575] [bbotk]         23.82273          29.61000         29.99167         26.85000  44  NA
## INFO  [12:37:54.575] [bbotk]         29.40573          33.30042         30.24000         26.85000  44  NA
## INFO  [12:37:54.575] [bbotk]         25.48389          29.61000         26.74950         26.85000  44  NA
## INFO  [12:37:54.575] [bbotk]         29.24188          29.61000         30.24000         26.85000  44  NA
## INFO  [12:37:54.575] [bbotk]         29.65534          29.61000         30.24000         26.85000  44  NA
## INFO  [12:37:54.575] [bbotk]         29.24188          29.61000         34.71119         26.85000  44  NA
## INFO  [12:37:54.575] [bbotk]         29.24188          29.61000         30.24000         26.20852  44  NA
## INFO  [12:37:54.575] [bbotk]         29.24188          29.61000         30.24000         26.85000  44  NA
## INFO  [12:37:54.575] [bbotk]         29.24188          31.68099         30.24000         26.85000  44  NA
## INFO  [12:37:54.575] [bbotk]         29.24188          29.61000         34.85810         23.12235  44  NA
## INFO  [12:37:54.575] [bbotk]         29.24188          29.61000         30.24000         26.85000  44  NA
## INFO  [12:37:54.575] [bbotk]         29.24188          29.61000         31.82410         26.85000  44  NA
## INFO  [12:37:54.575] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:37:54.575] [bbotk]   861        0.12      0.14616826          3  0.2275352
## INFO  [12:37:54.575] [bbotk]   862        0.27      0.02452643          3  0.2237436
## INFO  [12:37:54.575] [bbotk]   863        0.22      0.10544165          5  0.2395305
## INFO  [12:37:54.575] [bbotk]   864        0.00      0.15736961          4  0.2951298
## INFO  [12:37:54.575] [bbotk]   865        0.22      0.10436630          4  0.2385319
## INFO  [12:37:54.575] [bbotk]   866        0.42      0.16270387          4  0.2344157
## INFO  [12:37:54.575] [bbotk]   867        0.12      0.00367862          2  0.2030973
## INFO  [12:37:54.575] [bbotk]   868        0.00      0.17219574          5  0.2644679
## INFO  [12:37:54.575] [bbotk]   869        0.12      0.08684404          4  0.2544025
## INFO  [12:37:54.575] [bbotk]   870        0.17      0.07380503          3  0.1737950
## INFO  [12:37:54.575] [bbotk]   871        0.12      0.21677486          7  0.2882142
## INFO  [12:37:54.575] [bbotk]   872        0.27      0.11764706          2  0.1917859
## INFO  [12:37:54.575] [bbotk]   873        0.00      0.07186051          3  0.2096207
## INFO  [12:37:54.575] [bbotk]   874        0.17      0.08548087          4  0.2523374
## INFO  [12:37:54.575] [bbotk]   875        0.07      0.02805561          3  0.2254643
## INFO  [12:37:54.575] [bbotk]   876        0.07      0.21642182          4  0.2888066
## INFO  [12:37:54.575] [bbotk]   877        0.02      0.04060472          3  0.2336377
## INFO  [12:37:54.575] [bbotk]   878        0.17      0.15894840          6  0.2609777
## INFO  [12:37:54.575] [bbotk]   879        0.00      0.07016623          2  0.1636326
## INFO  [12:37:54.575] [bbotk]   880        0.07      0.12267154          4  0.2043454
## INFO  [12:37:54.920] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:37:55.128] [bbotk] Result of batch 45:
## INFO  [12:37:55.137] [bbotk]  stroke heatF laneF heatP laneP   pointP reactiontimeP swimtimeP daytimeP
## INFO  [12:37:55.137] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:37:55.137] [bbotk]    FREE     1     7     7     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:37:55.137] [bbotk]    FREE     1     5     4     5 903.4733     0.7700000  467.8700 1030.000
## INFO  [12:37:55.137] [bbotk]    FREE     1     7     4     5 874.6546     0.7700000  467.8700 1030.000
## INFO  [12:37:55.137] [bbotk]  MEDLEY    11     7     3     5 903.1320     0.7344414  467.8700 1030.000
## INFO  [12:37:55.137] [bbotk]    FREE     4     7     4     5 902.0000     0.7700000   58.1722 1030.000
## INFO  [12:37:55.137] [bbotk]    FREE     7     7     2     7 902.0000     0.7700000  893.1514 1030.000
## INFO  [12:37:55.137] [bbotk]    FREE     1     5     4     5 934.0091     0.7688420  467.8700 1030.000
## INFO  [12:37:55.137] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:37:55.137] [bbotk]    FREE     1     7     4     5 908.0083     0.7700000  467.8700 1030.000
## INFO  [12:37:55.137] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:37:55.137] [bbotk]    BACK     1     7     4     5 902.0000     0.7668261  467.8700 1056.884
## INFO  [12:37:55.137] [bbotk]  BREAST     1     3     8     9 902.0000     0.8014304  165.7079 1030.000
## INFO  [12:37:55.137] [bbotk]     FLY     1     7     9     5 902.0000     0.7843733  467.8700 1030.000
## INFO  [12:37:55.137] [bbotk]  BREAST     1     5     4     5 902.0000     0.7109864  467.8700 1006.284
## INFO  [12:37:55.137] [bbotk]  BREAST     1     7     4     5 986.0788     0.7700000  431.8798 1030.000
## INFO  [12:37:55.137] [bbotk]    FREE     1     7     7     0 902.0000     0.7444849  467.8700 1030.000
## INFO  [12:37:55.137] [bbotk]    FREE     1     5     4     5 950.2981     0.7913293  467.8700 1057.294
## INFO  [12:37:55.137] [bbotk]    FREE     7     5     8     5 996.0297     0.7700000  467.8700 1769.617
## INFO  [12:37:55.137] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  467.8700 1057.294
## INFO  [12:37:55.137] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:37:55.137] [bbotk]         29.31356          29.61000         30.24000         26.85000  45  NA
## INFO  [12:37:55.137] [bbotk]         33.51508          29.61000         30.24000         26.85000  45  NA
## INFO  [12:37:55.137] [bbotk]         29.65967          29.61000         29.89543         26.85000  45  NA
## INFO  [12:37:55.137] [bbotk]         29.24188          29.61000         30.24000         26.85000  45  NA
## INFO  [12:37:55.137] [bbotk]         22.90757          28.68329         30.24000         25.00647  45  NA
## INFO  [12:37:55.137] [bbotk]         29.24188          29.61000         27.37508         26.85000  45  NA
## INFO  [12:37:55.137] [bbotk]         27.07809          23.94307         30.24000         30.01920  45  NA
## INFO  [12:37:55.137] [bbotk]         29.65534          29.61000         30.24000         26.85000  45  NA
## INFO  [12:37:55.137] [bbotk]         29.65534          29.61000         30.24000         26.85000  45  NA
## INFO  [12:37:55.137] [bbotk]         29.65534          29.61000         30.24000         26.85000  45  NA
## INFO  [12:37:55.137] [bbotk]         29.24188          29.61000         30.24000         26.85000  45  NA
## INFO  [12:37:55.137] [bbotk]         29.24188          29.61000         24.52590         26.85000  45  NA
## INFO  [12:37:55.137] [bbotk]         29.24188          29.61000         23.79258         21.79322  45  NA
## INFO  [12:37:55.137] [bbotk]         29.59861          29.61000         36.33091         26.85000  45  NA
## INFO  [12:37:55.137] [bbotk]         31.47977          29.61000         30.24000         24.66580  45  NA
## INFO  [12:37:55.137] [bbotk]         25.16902          29.61000         38.43795         26.85000  45  NA
## INFO  [12:37:55.137] [bbotk]         29.41784          29.61000         30.24000         26.85000  45  NA
## INFO  [12:37:55.137] [bbotk]         29.24188          29.61000         30.63484         26.85000  45  NA
## INFO  [12:37:55.137] [bbotk]         29.65534          29.61000         30.24000         25.14980  45  NA
## INFO  [12:37:55.137] [bbotk]         29.24188          29.61000         30.24000         26.85000  45  NA
## INFO  [12:37:55.137] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:37:55.137] [bbotk]   881        0.02    0.0002937322          1  0.1997124
## INFO  [12:37:55.137] [bbotk]   882        0.02    0.0763341495          2  0.2169293
## INFO  [12:37:55.137] [bbotk]   883        0.00    0.0621312091          4  0.1738083
## INFO  [12:37:55.137] [bbotk]   884        0.07    0.0096900877          1  0.2091087
## INFO  [12:37:55.137] [bbotk]   885        0.07    0.2215085086          8  0.3462396
## INFO  [12:37:55.137] [bbotk]   886        0.22    0.0931008170          3  0.2907392
## INFO  [12:37:55.137] [bbotk]   887        0.32    0.2495742214          7  0.3753480
## INFO  [12:37:55.137] [bbotk]   888        0.00    0.0720497332          4  0.1621276
## INFO  [12:37:55.137] [bbotk]   889        0.02    0.0016942785          1  0.2011129
## INFO  [12:37:55.137] [bbotk]   890        0.02    0.0038233847          2  0.2004072
## INFO  [12:37:55.137] [bbotk]   891        0.07    0.0000000000          0  0.1994186
## INFO  [12:37:55.137] [bbotk]   892        0.17    0.0787689484          4  0.2754679
## INFO  [12:37:55.137] [bbotk]   893        0.22    0.3046603205          8  0.3155517
## INFO  [12:37:55.137] [bbotk]   894        0.07    0.1404346373          5  0.2810297
## INFO  [12:37:55.137] [bbotk]   895        0.17    0.1488833197          6  0.2474595
## INFO  [12:37:55.137] [bbotk]   896        0.17    0.1330761664          5  0.2806551
## INFO  [12:37:55.137] [bbotk]   897        0.00    0.1225372498          4  0.2471614
## INFO  [12:37:55.137] [bbotk]   898        0.00    0.0823021530          5  0.1667434
## INFO  [12:37:55.137] [bbotk]   899        0.07    0.2647087131          7  0.3353826
## INFO  [12:37:55.137] [bbotk]   900        0.02    0.0016483980          1  0.2010670
## INFO  [12:37:55.465] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:37:55.666] [bbotk] Result of batch 46:
## INFO  [12:37:55.673] [bbotk]  stroke heatF laneF heatP laneP   pointP reactiontimeP swimtimeP daytimeP
## INFO  [12:37:55.673] [bbotk]    FREE     1     5     4     5 934.0091     0.7700000  467.8700 1030.000
## INFO  [12:37:55.673] [bbotk]    FREE     1     7    11     3 902.0000     0.7973308  467.8700 1030.000
## INFO  [12:37:55.673] [bbotk]    FREE     1     7     4     5 933.8386     0.7700000  785.3899 1077.889
## INFO  [12:37:55.673] [bbotk]  BREAST    10     2     5     5 921.1097     0.7700000  467.8700 1030.000
## INFO  [12:37:55.673] [bbotk]    FREE     1     7     4     5 934.0091     0.7749493  324.4615 1697.322
## INFO  [12:37:55.673] [bbotk]    FREE     1     6     4     5 958.7592     0.7913293  877.4594 1057.294
## INFO  [12:37:55.673] [bbotk]    FREE     1     7     4     5 902.4318     0.7700000  467.8700 1030.000
## INFO  [12:37:55.673] [bbotk]    FREE     1     7     4     5 936.3147     0.7700000  467.8700 1030.000
## INFO  [12:37:55.673] [bbotk]    FREE     1     7     2     9 911.5757     0.7700000  467.8700 1030.000
## INFO  [12:37:55.673] [bbotk]     FLY     6     2     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:37:55.673] [bbotk]    FREE     1     7     4     5 902.0000     0.7490626  467.8700 1030.000
## INFO  [12:37:55.673] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:37:55.673] [bbotk]     FLY     5     5     4     1 925.1691     0.7700000  467.8700 1030.000
## INFO  [12:37:55.673] [bbotk]    FREE     1     5     4     5 902.0000     0.7699868  467.8700 1030.000
## INFO  [12:37:55.673] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  467.8700 1020.476
## INFO  [12:37:55.673] [bbotk]    FREE     1     7     2     2 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:37:55.673] [bbotk]    FREE     3     8     6     4 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:37:55.673] [bbotk]    FREE     6     7     1     8 902.0000     0.7478348  467.8700 1057.294
## INFO  [12:37:55.673] [bbotk]    FREE     1     7     6     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:37:55.673] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  566.0472 1030.000
## INFO  [12:37:55.673] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:37:55.673] [bbotk]         29.65534          29.61000         30.24000         26.85000  46  NA
## INFO  [12:37:55.673] [bbotk]         29.24188          28.84161         30.24000         26.85000  46  NA
## INFO  [12:37:55.673] [bbotk]         31.71061          29.61000         30.01572         22.54743  46  NA
## INFO  [12:37:55.673] [bbotk]         28.52896          29.61000         32.78411         26.85000  46  NA
## INFO  [12:37:55.673] [bbotk]         29.24188          29.61000         30.24000         29.16985  46  NA
## INFO  [12:37:55.673] [bbotk]         30.18820          27.04233         30.24000         24.83487  46  NA
## INFO  [12:37:55.673] [bbotk]         29.40573          29.61000         30.24000         26.85000  46  NA
## INFO  [12:37:55.673] [bbotk]         29.24188          29.61000         30.24000         26.85000  46  NA
## INFO  [12:37:55.673] [bbotk]         29.41784          34.23796         29.01063         22.98923  46  NA
## INFO  [12:37:55.673] [bbotk]         29.24188          29.61000         30.24000         28.70529  46  NA
## INFO  [12:37:55.673] [bbotk]         29.24188          36.48534         30.24000         26.85000  46  NA
## INFO  [12:37:55.673] [bbotk]         29.41784          29.61000         30.24000         26.85000  46  NA
## INFO  [12:37:55.673] [bbotk]         23.36436          29.61000         30.24000         32.62406  46  NA
## INFO  [12:37:55.673] [bbotk]         29.65534          29.61000         30.24000         26.85000  46  NA
## INFO  [12:37:55.673] [bbotk]         29.63939          29.61000         30.24000         26.85000  46  NA
## INFO  [12:37:55.673] [bbotk]         29.24188          29.61000         30.24000         26.85000  46  NA
## INFO  [12:37:55.673] [bbotk]         29.62194          29.61000         25.18047         26.85000  46  NA
## INFO  [12:37:55.673] [bbotk]         29.24188          34.94243         29.99167         26.85000  46  NA
## INFO  [12:37:55.673] [bbotk]         29.24188          29.61000         40.08498         26.85000  46  NA
## INFO  [12:37:55.673] [bbotk]         29.65534          29.16457         30.24000         31.55393  46  NA
## INFO  [12:37:55.673] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:37:55.673] [bbotk]   901        0.00    0.0718605104          3  0.1619384
## INFO  [12:37:55.673] [bbotk]   902        0.42    0.1250923983          4  0.2563044
## INFO  [12:37:55.673] [bbotk]   903        0.17    0.0662873649          6  0.2499168
## INFO  [12:37:55.673] [bbotk]   904        0.27    0.2529137279          7  0.2137987
## INFO  [12:37:55.673] [bbotk]   905        0.02    0.0730006982          5  0.2486415
## INFO  [12:37:55.673] [bbotk]   906        0.12    0.1333890347          8  0.2613731
## INFO  [12:37:55.673] [bbotk]   907        0.02    0.0008244729          2  0.1999371
## INFO  [12:37:55.673] [bbotk]   908        0.02    0.0121597175          1  0.2087435
## INFO  [12:37:55.673] [bbotk]   909        0.32    0.1629643147          7  0.2860137
## INFO  [12:37:55.673] [bbotk]   910        0.32    0.1858063117          4  0.2675779
## INFO  [12:37:55.673] [bbotk]   911        0.32    0.0300811219          2  0.2226575
## INFO  [12:37:55.673] [bbotk]   912        0.02    0.0007210590          1  0.2001397
## INFO  [12:37:55.673] [bbotk]   913        0.12    0.2966438219          7  0.3676353
## INFO  [12:37:55.673] [bbotk]   914        0.00    0.0605199695          3  0.1732768
## INFO  [12:37:55.673] [bbotk]   915        0.00    0.0610276953          3  0.1739152
## INFO  [12:37:55.673] [bbotk]   916        0.27    0.1176470588          2  0.1926228
## INFO  [12:37:55.673] [bbotk]   917        0.32    0.2526152550          6  0.2422188
## INFO  [12:37:55.673] [bbotk]   918        0.27    0.2031915945          7  0.2778690
## INFO  [12:37:55.673] [bbotk]   919        0.12    0.0894970681          2  0.2300922
## INFO  [12:37:55.673] [bbotk]   920        0.07    0.0919899766          5  0.1763486
## INFO  [12:37:55.983] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:37:56.186] [bbotk] Result of batch 47:
## INFO  [12:37:56.193] [bbotk]  stroke heatF laneF heatP laneP   pointP reactiontimeP swimtimeP  daytimeP
## INFO  [12:37:56.193] [bbotk]    FREE     1     5     4     5 902.0000     0.7556614  467.8700 1030.0000
## INFO  [12:37:56.193] [bbotk]    FREE     9     7     4     2 902.0000     0.7509507  467.8700 1030.0000
## INFO  [12:37:56.193] [bbotk]    BACK     1     7     2     5 902.0000     0.7700000  548.4594 1030.0000
## INFO  [12:37:56.193] [bbotk]    FREE     1     7    11     5 989.3273     0.7700000  467.8700 1037.2201
## INFO  [12:37:56.193] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  467.8700 1057.2942
## INFO  [12:37:56.193] [bbotk]    FREE     1     7    10     7 993.0845     0.7700000  467.8700  982.9696
## INFO  [12:37:56.193] [bbotk]    FREE     1     7     8     5 902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:37:56.193] [bbotk]    FREE     1     7     4     5 984.7643     0.7700000  268.7243 1030.0000
## INFO  [12:37:56.193] [bbotk]    FREE     1     5     4     5 934.0091     0.7700000  467.8700 1030.0000
## INFO  [12:37:56.193] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:37:56.193] [bbotk]    FREE     1     7     4     5 980.6198     0.7700000  467.8700 1030.0000
## INFO  [12:37:56.193] [bbotk]     FLY     1     1     2     5 942.0423     0.7700000  375.6718 1226.4170
## INFO  [12:37:56.193] [bbotk]    FREE     1     7     4     8 902.0000     0.7842666  467.8700 1030.0000
## INFO  [12:37:56.193] [bbotk]    FREE     1     5     7     5 881.4850     0.7700000  467.8700 1642.5834
## INFO  [12:37:56.193] [bbotk]  BREAST     8     5     4     5 925.0886     0.8117581  467.8700 1030.0000
## INFO  [12:37:56.193] [bbotk]    FREE     1     5     4     5 934.0091     0.7700000  467.8700 1030.0000
## INFO  [12:37:56.193] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:37:56.193] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  467.8700 1582.9395
## INFO  [12:37:56.193] [bbotk]  MEDLEY     1     0     4     5 903.8405     0.7700000  467.8700 1030.0000
## INFO  [12:37:56.193] [bbotk]    FREE     9     7     5     5 904.7866     0.7700000  467.8700 1030.0000
## INFO  [12:37:56.193] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:37:56.193] [bbotk]         29.24188          29.61000         30.24000         26.85000  47  NA
## INFO  [12:37:56.193] [bbotk]         29.24188          35.55498         30.24000         26.85000  47  NA
## INFO  [12:37:56.193] [bbotk]         29.24188          22.61352         24.52318         26.85000  47  NA
## INFO  [12:37:56.193] [bbotk]         29.25370          29.61000         39.26544         26.85000  47  NA
## INFO  [12:37:56.193] [bbotk]         29.24188          29.61000         30.24000         26.85000  47  NA
## INFO  [12:37:56.193] [bbotk]         27.63909          29.61000         30.24000         26.85000  47  NA
## INFO  [12:37:56.193] [bbotk]         30.18674          29.61000         30.24000         22.73547  47  NA
## INFO  [12:37:56.193] [bbotk]         33.24064          29.61000         30.24000         26.85000  47  NA
## INFO  [12:37:56.193] [bbotk]         29.65534          29.61000         30.24000         26.85000  47  NA
## INFO  [12:37:56.193] [bbotk]         29.24188          32.93820         30.24000         26.85000  47  NA
## INFO  [12:37:56.193] [bbotk]         29.65534          29.61000         30.24000         26.85000  47  NA
## INFO  [12:37:56.193] [bbotk]         29.41784          29.61000         24.06665         26.85000  47  NA
## INFO  [12:37:56.193] [bbotk]         29.24188          29.61000         22.53959         26.85000  47  NA
## INFO  [12:37:56.193] [bbotk]         26.07594          29.61000         30.24000         26.85000  47  NA
## INFO  [12:37:56.193] [bbotk]         29.45155          29.61000         30.24000         26.85000  47  NA
## INFO  [12:37:56.193] [bbotk]         29.02536          29.61000         30.24000         26.85000  47  NA
## INFO  [12:37:56.193] [bbotk]         29.55554          29.61000         30.24000         26.85000  47  NA
## INFO  [12:37:56.193] [bbotk]         29.24188          29.61000         28.51728         26.85000  47  NA
## INFO  [12:37:56.193] [bbotk]         29.65534          29.61000         30.24000         24.65719  47  NA
## INFO  [12:37:56.193] [bbotk]         29.24188          29.61000         30.24000         32.13417  47  NA
## INFO  [12:37:56.193] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:37:56.193] [bbotk]   921        0.02     0.061166437          2  0.1773118
## INFO  [12:37:56.193] [bbotk]   922        0.42     0.143812073          4  0.2713861
## INFO  [12:37:56.193] [bbotk]   923        0.32     0.167575097          5  0.2363703
## INFO  [12:37:56.193] [bbotk]   924        0.00     0.118373361          5  0.2561336
## INFO  [12:37:56.193] [bbotk]   925        0.02     0.001648398          1  0.2010670
## INFO  [12:37:56.193] [bbotk]   926        0.12     0.159331817          5  0.2867135
## INFO  [12:37:56.193] [bbotk]   927        0.12     0.083399501          3  0.2220825
## INFO  [12:37:56.193] [bbotk]   928        0.02     0.058036973          3  0.2515812
## INFO  [12:37:56.193] [bbotk]   929        0.00     0.071860510          3  0.1619384
## INFO  [12:37:56.193] [bbotk]   930        0.27     0.012905488          1  0.2123241
## INFO  [12:37:56.193] [bbotk]   931        0.00     0.029553899          2  0.2261377
## INFO  [12:37:56.193] [bbotk]   932        0.32     0.228182380          8  0.2445652
## INFO  [12:37:56.193] [bbotk]   933        0.27     0.085146484          3  0.2253197
## INFO  [12:37:56.193] [bbotk]   934        0.12     0.174886241          5  0.2562532
## INFO  [12:37:56.193] [bbotk]   935        0.17     0.192334642          6  0.2871304
## INFO  [12:37:56.193] [bbotk]   936        0.00     0.071053462          3  0.1645199
## INFO  [12:37:56.193] [bbotk]   937        0.00     0.060108858          2  0.1736836
## INFO  [12:37:56.193] [bbotk]   938        0.07     0.097585018          3  0.2032219
## INFO  [12:37:56.193] [bbotk]   939        0.22     0.131027651          5  0.2684062
## INFO  [12:37:56.193] [bbotk]   940        0.07     0.145224227          4  0.2250209
## INFO  [12:37:56.546] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:37:56.763] [bbotk] Result of batch 48:
## INFO  [12:37:56.772] [bbotk]  stroke heatF laneF heatP laneP    pointP reactiontimeP swimtimeP daytimeP
## INFO  [12:37:56.772] [bbotk]    FREE     1     7    11     5  857.1394     0.7700000 226.49552 1030.166
## INFO  [12:37:56.772] [bbotk]    FREE     1     7    11     5 1004.5427     0.7651532 246.23813 1030.000
## INFO  [12:37:56.772] [bbotk]    FREE     1     7     4     5  908.4431     0.7700000 467.87000 1030.000
## INFO  [12:37:56.772] [bbotk]     FLY     1     5     4     5  981.5095     0.7927750 434.89999 1463.450
## INFO  [12:37:56.772] [bbotk]    FREE    11     7    12     5  902.4318     0.7700000  85.76459 1030.000
## INFO  [12:37:56.772] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000 467.87000 1030.000
## INFO  [12:37:56.772] [bbotk]  BREAST     3     7     2     5  902.0000     0.7595383 566.07962 1065.849
## INFO  [12:37:56.772] [bbotk]  BREAST     1     7     2     5  902.0000     0.7700000 467.87000 1030.000
## INFO  [12:37:56.772] [bbotk]    FREE     1     1     3     4  884.9085     0.7750111 441.08013 1184.714
## INFO  [12:37:56.772] [bbotk]    FREE     1     7     2     5  902.0000     0.7700000 467.87000 1030.000
## INFO  [12:37:56.772] [bbotk]    FREE     1     7     4     5  941.7994     0.7663247  98.88326 1194.378
## INFO  [12:37:56.772] [bbotk]    FREE     1     5     4     5  892.6225     0.8018118 467.87000 1030.000
## INFO  [12:37:56.772] [bbotk]  MEDLEY     8     9     4     8  953.4889     0.7700000 467.87000 1052.786
## INFO  [12:37:56.772] [bbotk]    FREE     7     7     4     5  902.0000     0.8049141 467.87000 1030.000
## INFO  [12:37:56.772] [bbotk]    FREE     1     5     4     4  902.0000     0.7700000 787.12541 1030.000
## INFO  [12:37:56.772] [bbotk]    FREE     1     7     4     5  858.4349     0.7700000 467.87000 1128.356
## INFO  [12:37:56.772] [bbotk]    BACK     1     5     4     1  900.1389     0.7700000 277.25193 1116.051
## INFO  [12:37:56.772] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000 467.87000 1030.000
## INFO  [12:37:56.772] [bbotk]    BACK     1     6     8     5  904.8692     0.7458214 467.87000 1030.000
## INFO  [12:37:56.772] [bbotk]    FREE     1     7     4     5  902.0000     0.7799857 698.51510 1847.832
## INFO  [12:37:56.772] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:37:56.772] [bbotk]         29.13496          29.61000         30.24000         26.85000  48  NA
## INFO  [12:37:56.772] [bbotk]         29.24188          29.61000         30.24000         30.57914  48  NA
## INFO  [12:37:56.772] [bbotk]         29.73002          29.61000         30.24000         26.85000  48  NA
## INFO  [12:37:56.772] [bbotk]         24.96532          29.61000         30.24000         26.85000  48  NA
## INFO  [12:37:56.772] [bbotk]         34.91524          35.91608         30.24000         26.85000  48  NA
## INFO  [12:37:56.772] [bbotk]         29.41784          29.61000         30.24000         26.85000  48  NA
## INFO  [12:37:56.772] [bbotk]         29.21730          26.82546         29.97753         26.85000  48  NA
## INFO  [12:37:56.772] [bbotk]         28.98764          31.96209         30.24000         28.33457  48  NA
## INFO  [12:37:56.772] [bbotk]         29.24188          33.49976         30.24000         26.85000  48  NA
## INFO  [12:37:56.772] [bbotk]         29.24188          29.61000         30.24000         26.85000  48  NA
## INFO  [12:37:56.772] [bbotk]         29.24188          32.79857         39.93208         21.50966  48  NA
## INFO  [12:37:56.772] [bbotk]         29.24188          31.87039         30.24000         26.85000  48  NA
## INFO  [12:37:56.772] [bbotk]         24.29264          29.61000         35.93533         29.01309  48  NA
## INFO  [12:37:56.772] [bbotk]         26.34301          29.61000         30.24000         24.20138  48  NA
## INFO  [12:37:56.772] [bbotk]         29.24188          29.61000         30.24000         26.85000  48  NA
## INFO  [12:37:56.772] [bbotk]         29.24188          29.61000         38.19734         26.85000  48  NA
## INFO  [12:37:56.772] [bbotk]         29.24188          29.61000         30.24000         26.85000  48  NA
## INFO  [12:37:56.772] [bbotk]         29.24188          29.61000         30.24000         26.85000  48  NA
## INFO  [12:37:56.772] [bbotk]         29.24188          29.61000         33.40303         23.22721  48  NA
## INFO  [12:37:56.772] [bbotk]         24.35590          29.61000         30.24000         26.85000  48  NA
## INFO  [12:37:56.772] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:37:56.772] [bbotk]   941        0.12     0.090104160          5  0.2301968
## INFO  [12:37:56.772] [bbotk]   942        0.02     0.128431297          5  0.2645099
## INFO  [12:37:56.772] [bbotk]   943        0.02     0.004283448          2  0.2008672
## INFO  [12:37:56.772] [bbotk]   944        0.12     0.195285472          7  0.2749754
## INFO  [12:37:56.772] [bbotk]   945        0.32     0.189144681          6  0.3293360
## INFO  [12:37:56.772] [bbotk]   946        0.02     0.000721059          1  0.2001397
## INFO  [12:37:56.772] [bbotk]   947        0.37     0.198137931          9  0.3323527
## INFO  [12:37:56.772] [bbotk]   948        0.27     0.135279668          5  0.2498036
## INFO  [12:37:56.772] [bbotk]   949        0.12     0.209430409          8  0.2298229
## INFO  [12:37:56.772] [bbotk]   950        0.02     0.058823529          1  0.1994186
## INFO  [12:37:56.772] [bbotk]   951        0.32     0.116896850          7  0.2914729
## INFO  [12:37:56.772] [bbotk]   952        0.12     0.076109477          4  0.1741743
## INFO  [12:37:56.772] [bbotk]   953        0.17     0.303825842          9  0.3843756
## INFO  [12:37:56.772] [bbotk]   954        0.22     0.089735073          4  0.2868369
## INFO  [12:37:56.772] [bbotk]   955        0.00     0.137401887          3  0.1623026
## INFO  [12:37:56.772] [bbotk]   956        0.12     0.046170066          3  0.2455887
## INFO  [12:37:56.772] [bbotk]   957        0.00     0.194122044          6  0.2775097
## INFO  [12:37:56.772] [bbotk]   958        0.02     0.058823529          1  0.1749689
## INFO  [12:37:56.772] [bbotk]   959        0.22     0.209522705          7  0.2737266
## INFO  [12:37:56.772] [bbotk]   960        0.07     0.085317074          4  0.2755456
## INFO  [12:37:57.049] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:37:57.259] [bbotk] Result of batch 49:
## INFO  [12:37:57.267] [bbotk]  stroke heatF laneF heatP laneP   pointP reactiontimeP swimtimeP daytimeP
## INFO  [12:37:57.267] [bbotk]     FLY     1     5     3     5 902.0000     0.7700000  467.8700 1669.452
## INFO  [12:37:57.267] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:37:57.267] [bbotk]    FREE     1     6     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:37:57.267] [bbotk]    FREE     1     7     4     5 901.7250     0.7700000  467.8700 1061.824
## INFO  [12:37:57.267] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:37:57.267] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:37:57.267] [bbotk]    FREE    10     8     4     5 916.9223     0.7700000  467.8700 1030.000
## INFO  [12:37:57.267] [bbotk]    FREE    10     7    11     5 980.6198     0.7700000  467.8700 1030.000
## INFO  [12:37:57.267] [bbotk]    FREE     3     7     4     4 858.0952     0.7421551  467.8700 1030.000
## INFO  [12:37:57.267] [bbotk]    FREE     1     7     5     5 902.0000     0.7700000  948.9518 1030.000
## INFO  [12:37:57.267] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:37:57.267] [bbotk]    FREE     1     7     4     5 940.8340     0.7700000  467.8700 1057.294
## INFO  [12:37:57.267] [bbotk]    FREE     1     5     1     5 902.0000     0.7455094  467.8700 1030.000
## INFO  [12:37:57.267] [bbotk]    FREE     1     5    10     7 982.2344     0.7700000  467.8700 1030.000
## INFO  [12:37:57.267] [bbotk]    FREE     1     7     2     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:37:57.267] [bbotk]    FREE     1     8     4     5 949.9297     0.7700000  842.8767 1030.000
## INFO  [12:37:57.267] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:37:57.267] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:37:57.267] [bbotk]    FREE     9     7     4     6 890.8415     0.7700000  467.8700 1065.849
## INFO  [12:37:57.267] [bbotk]    BACK     1     7     6     9 902.0000     0.7700000  573.9635 1789.792
## INFO  [12:37:57.267] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:37:57.267] [bbotk]         27.92159          29.61000         30.24000         26.85000  49  NA
## INFO  [12:37:57.267] [bbotk]         29.55554          29.61000         30.24000         26.85000  49  NA
## INFO  [12:37:57.267] [bbotk]         32.19914          29.61000         30.24000         26.85000  49  NA
## INFO  [12:37:57.267] [bbotk]         29.40620          29.61000         30.24000         26.85000  49  NA
## INFO  [12:37:57.267] [bbotk]         29.65534          29.61000         30.24000         26.85000  49  NA
## INFO  [12:37:57.267] [bbotk]         29.55554          29.61000         30.24000         26.85000  49  NA
## INFO  [12:37:57.267] [bbotk]         29.24188          29.61000         30.24000         32.88255  49  NA
## INFO  [12:37:57.267] [bbotk]         29.24188          29.21688         30.24000         26.85000  49  NA
## INFO  [12:37:57.267] [bbotk]         29.24188          29.61000         32.18668         26.85000  49  NA
## INFO  [12:37:57.267] [bbotk]         29.24188          29.61000         30.24000         26.85000  49  NA
## INFO  [12:37:57.267] [bbotk]         29.24188          29.61000         30.24000         26.85000  49  NA
## INFO  [12:37:57.267] [bbotk]         29.24188          29.61000         30.24000         26.85000  49  NA
## INFO  [12:37:57.267] [bbotk]         29.24188          26.77102         30.24000         26.85000  49  NA
## INFO  [12:37:57.267] [bbotk]         29.24188          29.61000         24.27513         26.29118  49  NA
## INFO  [12:37:57.267] [bbotk]         29.57745          29.61000         30.24000         26.85000  49  NA
## INFO  [12:37:57.267] [bbotk]         31.87363          29.61000         21.95610         26.85000  49  NA
## INFO  [12:37:57.267] [bbotk]         29.24188          29.61000         30.24000         26.85000  49  NA
## INFO  [12:37:57.267] [bbotk]         29.24188          29.61000         30.24000         26.85000  49  NA
## INFO  [12:37:57.267] [bbotk]         21.93643          29.61000         30.24000         24.88265  49  NA
## INFO  [12:37:57.267] [bbotk]         29.24188          29.61000         30.24000         26.85000  49  NA
## INFO  [12:37:57.267] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:37:57.267] [bbotk]   961        0.12     0.220499751          5  0.2569304
## INFO  [12:37:57.267] [bbotk]   962        0.02     0.001285329          1  0.2007040
## INFO  [12:37:57.267] [bbotk]   963        0.17     0.070941744          2  0.2039041
## INFO  [12:37:57.267] [bbotk]   964        0.02     0.002692760          3  0.2021114
## INFO  [12:37:57.267] [bbotk]   965        0.00     0.060517808          2  0.1732746
## INFO  [12:37:57.267] [bbotk]   966        0.02     0.001285329          1  0.2007040
## INFO  [12:37:57.267] [bbotk]   967        0.17     0.153290408          4  0.2910506
## INFO  [12:37:57.267] [bbotk]   968        0.07     0.147031060          4  0.2836668
## INFO  [12:37:57.267] [bbotk]   969        0.07     0.143820118          5  0.2863679
## INFO  [12:37:57.267] [bbotk]   970        0.07     0.088591824          2  0.1703634
## INFO  [12:37:57.267] [bbotk]   971        0.02     0.058823529          1  0.1749689
## INFO  [12:37:57.267] [bbotk]   972        0.00     0.015409544          2  0.2119933
## INFO  [12:37:57.267] [bbotk]   973        0.27     0.132657294          4  0.2053009
## INFO  [12:37:57.267] [bbotk]   974        0.22     0.226298724          6  0.2339118
## INFO  [12:37:57.267] [bbotk]   975        0.00     0.060198621          2  0.2007937
## INFO  [12:37:57.267] [bbotk]   976        0.17     0.135606501          5  0.2660824
## INFO  [12:37:57.267] [bbotk]   977        0.07     0.000000000          0  0.1994186
## INFO  [12:37:57.267] [bbotk]   978        0.07     0.000000000          0  0.1994186
## INFO  [12:37:57.267] [bbotk]   979        0.12     0.163601859          6  0.2851579
## INFO  [12:37:57.267] [bbotk]   980        0.02     0.228922136          5  0.2601568
## INFO  [12:37:57.628] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:37:57.834] [bbotk] Result of batch 50:
## INFO  [12:37:57.843] [bbotk]  stroke heatF laneF heatP laneP    pointP reactiontimeP swimtimeP  daytimeP
## INFO  [12:37:57.843] [bbotk]    FREE     1     7     4     5  902.0000     0.7782021  467.8700 1030.0000
## INFO  [12:37:57.843] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:37:57.843] [bbotk]    FREE     1     7     4     0 1002.5954     0.7700000  467.8700 1230.0016
## INFO  [12:37:57.843] [bbotk]    FREE     1     5    11     3  902.0000     0.7730894  467.8700 1556.6662
## INFO  [12:37:57.843] [bbotk]    FREE     1     9     4     5  926.8369     0.7700000  467.8700 1030.0000
## INFO  [12:37:57.843] [bbotk]    FREE     1     2     9     9  928.2168     0.7884339  467.8700 1030.0000
## INFO  [12:37:57.843] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:37:57.843] [bbotk]    FREE     1     7    12     4  940.8340     0.7790148  467.8700 1057.2942
## INFO  [12:37:57.843] [bbotk]    FREE     1     5     4     5  934.0091     0.7700000  467.8700 1030.0000
## INFO  [12:37:57.843] [bbotk]    FREE     1     7    11     5  902.0000     0.7700000  467.8700 1251.8224
## INFO  [12:37:57.843] [bbotk]    FREE     1     9     7     5  902.0000     0.7700000  467.8700 1862.8185
## INFO  [12:37:57.843] [bbotk]  BREAST     8     1    10     5  950.3602     0.7700000  467.8700 1030.0000
## INFO  [12:37:57.843] [bbotk]    FREE     1     7     1     1  951.5728     0.7700000  467.8700 1030.0000
## INFO  [12:37:57.843] [bbotk]  MEDLEY     1     2     4     9  894.7813     0.7700000  467.8700 1030.0000
## INFO  [12:37:57.843] [bbotk]    FREE    10     5     4     0  875.7010     0.7700000  467.8700 1030.0000
## INFO  [12:37:57.843] [bbotk]    FREE     1     5    10     5  902.0000     0.7700000  467.8700 1307.8507
## INFO  [12:37:57.843] [bbotk]    BACK     1     7     4     5  921.6261     0.7700000  647.2207 1030.0000
## INFO  [12:37:57.843] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:37:57.843] [bbotk]    FREE     1     7     4     5  929.8662     0.7700000  467.8700 1110.3883
## INFO  [12:37:57.843] [bbotk]    FREE     1     7     4     5  887.2864     0.7700000  467.8700  950.1109
## INFO  [12:37:57.843] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:37:57.843] [bbotk]         29.57006          29.61000         37.37339         22.50427  50  NA
## INFO  [12:37:57.843] [bbotk]         29.31833          29.61000         30.24000         26.85000  50  NA
## INFO  [12:37:57.843] [bbotk]         29.21730          29.61000         35.19600         26.85000  50  NA
## INFO  [12:37:57.843] [bbotk]         29.24188          29.61000         30.24000         22.49450  50  NA
## INFO  [12:37:57.843] [bbotk]         29.78608          25.05541         38.87827         26.85000  50  NA
## INFO  [12:37:57.843] [bbotk]         29.40294          29.61000         31.71168         26.85000  50  NA
## INFO  [12:37:57.843] [bbotk]         29.24188          29.61000         30.24000         26.85000  50  NA
## INFO  [12:37:57.843] [bbotk]         29.24188          29.61000         30.24000         29.02040  50  NA
## INFO  [12:37:57.843] [bbotk]         29.24188          29.61000         30.24000         26.85000  50  NA
## INFO  [12:37:57.843] [bbotk]         23.42841          29.61000         30.24000         26.85000  50  NA
## INFO  [12:37:57.843] [bbotk]         29.24188          29.61000         34.61791         26.85000  50  NA
## INFO  [12:37:57.843] [bbotk]         29.24188          29.61000         28.80381         26.85000  50  NA
## INFO  [12:37:57.843] [bbotk]         29.24188          23.84552         35.27581         29.96222  50  NA
## INFO  [12:37:57.843] [bbotk]         26.77428          29.61000         30.24000         26.85000  50  NA
## INFO  [12:37:57.843] [bbotk]         29.24188          29.61000         30.24000         26.85000  50  NA
## INFO  [12:37:57.843] [bbotk]         25.36305          29.61000         21.55448         26.85000  50  NA
## INFO  [12:37:57.843] [bbotk]         33.79171          29.61000         25.21417         26.85000  50  NA
## INFO  [12:37:57.843] [bbotk]         29.24188          29.61000         30.24000         26.85000  50  NA
## INFO  [12:37:57.843] [bbotk]         29.41787          29.61000         30.24000         26.85000  50  NA
## INFO  [12:37:57.843] [bbotk]         29.19368          29.61000         30.24000         25.64703  50  NA
## INFO  [12:37:57.843] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:37:57.843] [bbotk]   981        0.17      0.04677773          4  0.2442842
## INFO  [12:37:57.843] [bbotk]   982        0.00      0.05913681          2  0.1746556
## INFO  [12:37:57.843] [bbotk]   983        0.02      0.12209111          5  0.2725059
## INFO  [12:37:57.843] [bbotk]   984        0.22      0.23069941          6  0.2528796
## INFO  [12:37:57.843] [bbotk]   985        0.32      0.11442956          5  0.2510653
## INFO  [12:37:57.843] [bbotk]   986        0.17      0.19401806          7  0.2141312
## INFO  [12:37:57.843] [bbotk]   987        0.02      0.05882353          1  0.1749689
## INFO  [12:37:57.843] [bbotk]   988        0.00      0.14545093          6  0.2148897
## INFO  [12:37:57.843] [bbotk]   989        0.00      0.07016623          2  0.1636326
## INFO  [12:37:57.843] [bbotk]   990        0.02      0.09604248          3  0.2362329
## INFO  [12:37:57.843] [bbotk]   991        0.07      0.18158417          4  0.2633557
## INFO  [12:37:57.843] [bbotk]   992        0.17      0.25690563          6  0.3197281
## INFO  [12:37:57.843] [bbotk]   993        0.22      0.18891643          6  0.3115666
## INFO  [12:37:57.843] [bbotk]   994        0.27      0.18914024          5  0.2705072
## INFO  [12:37:57.843] [bbotk]   995        0.07      0.18578986          4  0.2695141
## INFO  [12:37:57.843] [bbotk]   996        0.22      0.17738310          5  0.2554768
## INFO  [12:37:57.843] [bbotk]   997        0.17      0.11117898          5  0.3060803
## INFO  [12:37:57.843] [bbotk]   998        0.07      0.00000000          0  0.1994186
## INFO  [12:37:57.843] [bbotk]   999        0.02      0.01545078          3  0.2120345
## INFO  [12:37:57.843] [bbotk]  1000        0.17      0.01628945          4  0.2134009
## INFO  [12:37:58.179] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:37:58.384] [bbotk] Result of batch 51:
## INFO  [12:37:58.392] [bbotk]  stroke heatF laneF heatP laneP    pointP reactiontimeP swimtimeP daytimeP
## INFO  [12:37:58.392] [bbotk]  MEDLEY     1     1     1     8  902.0000     0.7700000  467.8700 1457.464
## INFO  [12:37:58.392] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:37:58.392] [bbotk]    FREE     1     7     2     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:37:58.392] [bbotk]    FREE     1     6     4     5  950.2981     0.7913293  467.8700 1030.000
## INFO  [12:37:58.392] [bbotk]    BACK     1     8    10     3  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:37:58.392] [bbotk]    FREE     9     7     7     5 1005.8898     0.7700000  305.4327 1030.000
## INFO  [12:37:58.392] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:37:58.392] [bbotk]    FREE     2     6     4     5  902.0000     0.7700000  467.8700 1569.454
## INFO  [12:37:58.392] [bbotk]    FREE     9     7     4     5  902.0000     0.7700000  467.8700 1007.315
## INFO  [12:37:58.392] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:37:58.392] [bbotk]    FREE     1     7     4     5  902.0000     0.7873330  467.8700 1030.000
## INFO  [12:37:58.392] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:37:58.392] [bbotk]    FREE     1     7     4     5  885.2953     0.7894711  467.8700 1701.841
## INFO  [12:37:58.392] [bbotk]     FLY     5     7     4     5  902.0000     0.7778192  467.8700 1047.555
## INFO  [12:37:58.392] [bbotk]    FREE     1     7     4     5  935.6559     0.7700000  467.8700 1030.000
## INFO  [12:37:58.392] [bbotk]    FREE     1     7     4     5  902.0405     0.7700000  467.8700 1790.544
## INFO  [12:37:58.392] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  467.8700 1032.890
## INFO  [12:37:58.392] [bbotk]    FREE     1     7     8     7  906.7935     0.7700000  467.8700 1426.097
## INFO  [12:37:58.392] [bbotk]  MEDLEY     1     2     6     5  936.3147     0.7700000  467.8700 1065.849
## INFO  [12:37:58.392] [bbotk]    BACK     1     7     1     1  957.8191     0.7700000  467.8700 1030.000
## INFO  [12:37:58.392] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:37:58.392] [bbotk]         29.39712          29.61000         30.24000         28.69190  51  NA
## INFO  [12:37:58.392] [bbotk]         29.31211          29.61000         30.24000         26.85000  51  NA
## INFO  [12:37:58.392] [bbotk]         29.24188          29.61000         30.24000         26.85000  51  NA
## INFO  [12:37:58.392] [bbotk]         28.35065          31.95572         21.50292         26.85000  51  NA
## INFO  [12:37:58.392] [bbotk]         29.65534          29.61000         36.59758         26.85000  51  NA
## INFO  [12:37:58.392] [bbotk]         29.25233          29.61000         30.24000         26.85000  51  NA
## INFO  [12:37:58.392] [bbotk]         29.45289          29.61000         30.24000         26.85000  51  NA
## INFO  [12:37:58.392] [bbotk]         29.24188          29.61000         30.24000         26.85000  51  NA
## INFO  [12:37:58.392] [bbotk]         30.97237          26.94976         30.24000         32.29550  51  NA
## INFO  [12:37:58.392] [bbotk]         29.24188          29.61000         30.24000         26.85000  51  NA
## INFO  [12:37:58.392] [bbotk]         29.24188          33.93562         30.24000         23.14185  51  NA
## INFO  [12:37:58.392] [bbotk]         22.88064          35.08940         23.50849         30.54623  51  NA
## INFO  [12:37:58.392] [bbotk]         30.67076          29.61000         30.24000         26.85000  51  NA
## INFO  [12:37:58.392] [bbotk]         24.18008          29.61000         30.24000         26.85000  51  NA
## INFO  [12:37:58.392] [bbotk]         29.24188          29.61000         30.30995         26.85000  51  NA
## INFO  [12:37:58.392] [bbotk]         29.24188          29.61000         27.43780         26.85000  51  NA
## INFO  [12:37:58.392] [bbotk]         29.24188          29.61000         30.24000         26.85000  51  NA
## INFO  [12:37:58.392] [bbotk]         29.54542          29.61000         30.24000         25.21973  51  NA
## INFO  [12:37:58.392] [bbotk]         33.21009          34.41368         30.24000         26.85000  51  NA
## INFO  [12:37:58.392] [bbotk]         29.24188          29.61000         30.24000         31.15983  51  NA
## INFO  [12:37:58.392] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:37:58.392] [bbotk]  1001        0.17    0.2710147883          7  0.2333643
## INFO  [12:37:58.392] [bbotk]  1002        0.02    0.0002877909          1  0.1997064
## INFO  [12:37:58.392] [bbotk]  1003        0.02    0.0588235294          1  0.1994186
## INFO  [12:37:58.392] [bbotk]  1004        0.27    0.1193931320          6  0.2445908
## INFO  [12:37:58.392] [bbotk]  1005        0.22    0.2567963954          6  0.2982013
## INFO  [12:37:58.392] [bbotk]  1006        0.00    0.1645554196          5  0.3022179
## INFO  [12:37:58.392] [bbotk]  1007        0.00    0.0596882071          2  0.1741042
## INFO  [12:37:58.392] [bbotk]  1008        0.12    0.1502267441          3  0.2831891
## INFO  [12:37:58.392] [bbotk]  1009        0.22    0.1050016602          5  0.3004584
## INFO  [12:37:58.392] [bbotk]  1010        0.02    0.0588235294          1  0.1749689
## INFO  [12:37:58.392] [bbotk]  1011        0.27    0.0382645223          3  0.2357710
## INFO  [12:37:58.392] [bbotk]  1012        0.42    0.0868862786          4  0.2817128
## INFO  [12:37:58.392] [bbotk]  1013        0.02    0.0555312355          4  0.2549499
## INFO  [12:37:58.392] [bbotk]  1014        0.12    0.1407270390          5  0.3397410
## INFO  [12:37:58.392] [bbotk]  1015        0.02    0.0121442084          2  0.2087280
## INFO  [12:37:58.392] [bbotk]  1016        0.12    0.0546771764          3  0.2523847
## INFO  [12:37:58.392] [bbotk]  1017        0.07    0.0001745169          1  0.1995932
## INFO  [12:37:58.392] [bbotk]  1018        0.17    0.1527147743          6  0.2795944
## INFO  [12:37:58.392] [bbotk]  1019        0.37    0.2256830346          7  0.2457962
## INFO  [12:37:58.392] [bbotk]  1020        0.00    0.2179374575          5  0.2770858
## INFO  [12:37:58.711] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:37:58.948] [bbotk] Result of batch 52:
## INFO  [12:37:58.956] [bbotk]  stroke heatF laneF heatP laneP    pointP reactiontimeP swimtimeP  daytimeP
## INFO  [12:37:58.956] [bbotk]    FREE     1     0     4     5  932.8591     0.7700000  467.8700 1389.8490
## INFO  [12:37:58.956] [bbotk]    BACK     1     2     4     0 1011.7762     0.7700000  467.8700 1528.4652
## INFO  [12:37:58.956] [bbotk]    FREE     1     7     4     4  902.0000     0.7700000  467.8700 1053.7052
## INFO  [12:37:58.956] [bbotk]    FREE     1     7     2     5  902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:37:58.956] [bbotk]    FREE     1     5     3     5  902.0000     0.7731932  467.8700 1030.0000
## INFO  [12:37:58.956] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:37:58.956] [bbotk]    FREE     1     7     4     5  902.0000     0.7553402  835.2099 1096.1011
## INFO  [12:37:58.956] [bbotk]    BACK     2     7     8     5  902.0000     0.7700000  467.8700 1479.1203
## INFO  [12:37:58.956] [bbotk]     FLY     1     7    11     5  860.7140     0.7801142  467.8700 1304.3989
## INFO  [12:37:58.956] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:37:58.956] [bbotk]    FREE     5     4     3     5  902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:37:58.956] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:37:58.956] [bbotk]    FREE     8     7     8     6  900.6286     0.7700000  248.0283 1030.0000
## INFO  [12:37:58.956] [bbotk]    FREE     1     5     4     9  902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:37:58.956] [bbotk]  BREAST     1     7     3     4  936.3147     0.7700000  712.5453 1032.6481
## INFO  [12:37:58.956] [bbotk]    BACK     1     5     4     3  902.0000     0.7820269  467.8700  967.6112
## INFO  [12:37:58.956] [bbotk]    FREE     1     7     4     5  872.0146     0.7913293  467.8700 1030.0000
## INFO  [12:37:58.956] [bbotk]    FREE     6     7     4     5  926.6470     0.7739727  467.8700 1030.0000
## INFO  [12:37:58.956] [bbotk]    FREE     1     5     4     5  927.4267     0.7700000  467.8700 1339.9683
## INFO  [12:37:58.956] [bbotk]    FREE     1     5     4     5 1004.9784     0.7700000  337.6697 1030.0000
## INFO  [12:37:58.956] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:37:58.956] [bbotk]         29.65534          25.58388         30.24000         28.98681  52  NA
## INFO  [12:37:58.956] [bbotk]         29.65534          29.61000         30.24000         26.85000  52  NA
## INFO  [12:37:58.956] [bbotk]         25.89058          29.61000         30.10839         26.85000  52  NA
## INFO  [12:37:58.956] [bbotk]         29.41784          29.61000         30.24000         26.85000  52  NA
## INFO  [12:37:58.956] [bbotk]         29.51628          29.61000         23.60533         26.85000  52  NA
## INFO  [12:37:58.956] [bbotk]         29.24188          29.61000         30.24000         26.85000  52  NA
## INFO  [12:37:58.956] [bbotk]         29.21730          29.61000         30.24000         23.06121  52  NA
## INFO  [12:37:58.956] [bbotk]         29.24188          29.61000         31.79655         26.85000  52  NA
## INFO  [12:37:58.956] [bbotk]         29.27461          29.61000         30.24000         30.89296  52  NA
## INFO  [12:37:58.956] [bbotk]         29.37414          29.61000         30.24000         26.85000  52  NA
## INFO  [12:37:58.956] [bbotk]         30.84984          35.02038         30.24000         26.85000  52  NA
## INFO  [12:37:58.956] [bbotk]         29.65534          26.05159         30.24000         26.85000  52  NA
## INFO  [12:37:58.956] [bbotk]         29.45289          29.61000         30.24000         23.60152  52  NA
## INFO  [12:37:58.956] [bbotk]         24.61045          29.61000         30.24000         26.85000  52  NA
## INFO  [12:37:58.956] [bbotk]         29.21730          29.61000         30.06304         29.45052  52  NA
## INFO  [12:37:58.956] [bbotk]         23.73084          35.72267         30.24000         24.22169  52  NA
## INFO  [12:37:58.956] [bbotk]         29.24188          29.61000         37.60561         26.85000  52  NA
## INFO  [12:37:58.956] [bbotk]         29.24188          29.61000         30.54111         26.85000  52  NA
## INFO  [12:37:58.956] [bbotk]         29.24188          29.61000         37.42273         26.85000  52  NA
## INFO  [12:37:58.956] [bbotk]         21.43365          29.61000         30.24000         21.61045  52  NA
## INFO  [12:37:58.956] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:37:58.956] [bbotk]  1021        0.17      0.11954970          6  0.2372465
## INFO  [12:37:58.956] [bbotk]  1022        0.17      0.24716920          6  0.3261059
## INFO  [12:37:58.956] [bbotk]  1023        0.07      0.07439808          4  0.2147325
## INFO  [12:37:58.956] [bbotk]  1024        0.00      0.05954459          2  0.2001397
## INFO  [12:37:58.956] [bbotk]  1025        0.12      0.13996459          5  0.2184080
## INFO  [12:37:58.956] [bbotk]  1026        0.07      0.00000000          0  0.1994186
## INFO  [12:37:58.956] [bbotk]  1027        0.17      0.04828340          5  0.2407977
## INFO  [12:37:58.956] [bbotk]  1028        0.00      0.20844433          5  0.3229243
## INFO  [12:37:58.956] [bbotk]  1029        0.12      0.17097989          7  0.3115750
## INFO  [12:37:58.956] [bbotk]  1030        0.00      0.05936553          2  0.1744269
## INFO  [12:37:58.956] [bbotk]  1031        0.32      0.20403906          5  0.2858106
## INFO  [12:37:58.956] [bbotk]  1032        0.17      0.01549247          2  0.2137866
## INFO  [12:37:58.956] [bbotk]  1033        0.22      0.20777076          7  0.2818081
## INFO  [12:37:58.956] [bbotk]  1034        0.07      0.13662558          3  0.2189566
## INFO  [12:37:58.956] [bbotk]  1035        0.22      0.21766797          9  0.2887486
## INFO  [12:37:58.956] [bbotk]  1036        0.27      0.24171482          8  0.2901896
## INFO  [12:37:58.956] [bbotk]  1037        0.07      0.03705945          3  0.2364781
## INFO  [12:37:58.956] [bbotk]  1038        0.07      0.06914468          4  0.2657284
## INFO  [12:37:58.956] [bbotk]  1039        0.00      0.10893276          4  0.1853329
## INFO  [12:37:58.956] [bbotk]  1040        0.17      0.16173278          5  0.2551992
## INFO  [12:37:59.270] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:37:59.469] [bbotk] Result of batch 53:
## INFO  [12:37:59.476] [bbotk]  stroke heatF laneF heatP laneP    pointP reactiontimeP swimtimeP daytimeP
## INFO  [12:37:59.476] [bbotk]    FREE     1     5     2     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:37:59.476] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:37:59.476] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:37:59.476] [bbotk]    FREE     1     5     4     5  934.0091     0.7700000  467.8700 1030.000
## INFO  [12:37:59.476] [bbotk]    FREE     1     7     4     5  937.0077     0.7700000  467.8700 1030.000
## INFO  [12:37:59.476] [bbotk]    FREE     1     7     4     5  940.7951     0.7700000  467.8700 1030.000
## INFO  [12:37:59.476] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:37:59.476] [bbotk]    FREE     1     7     4     5  902.0000     0.7361365  650.2286 1466.058
## INFO  [12:37:59.476] [bbotk]    FREE     1     5     4     5  902.0000     0.7520862  467.8700 1030.000
## INFO  [12:37:59.476] [bbotk]     FLY     5     1     4     2  902.0000     0.7700000  467.8700 1399.778
## INFO  [12:37:59.476] [bbotk]    FREE     1     7     4     5 1013.4280     0.7700000  467.8700 1577.107
## INFO  [12:37:59.476] [bbotk]     FLY     1     7     4     4  902.0000     0.7951495  467.8700 1439.845
## INFO  [12:37:59.476] [bbotk]    FREE     1     3     4     5  899.1783     0.7941819  467.8700 1549.513
## INFO  [12:37:59.476] [bbotk]    FREE    11     5     4     9  938.6562     0.7700000  467.8700 1035.214
## INFO  [12:37:59.476] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  467.8700 1063.856
## INFO  [12:37:59.476] [bbotk]    FREE     8     7     3     9  902.0000     0.7700000  467.8700 1521.307
## INFO  [12:37:59.476] [bbotk]    FREE     1     7     2     5  974.9000     0.7637480  467.8700 1423.692
## INFO  [12:37:59.476] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  467.8700 1292.647
## INFO  [12:37:59.476] [bbotk]    BACK     1     7     4     5  934.0091     0.7483232  467.8700 1291.863
## INFO  [12:37:59.476] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000  576.3950 1030.000
## INFO  [12:37:59.476] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:37:59.476] [bbotk]         29.45792          29.61000         30.24000         26.85000  53  NA
## INFO  [12:37:59.476] [bbotk]         29.24188          29.61000         30.24000         26.85000  53  NA
## INFO  [12:37:59.476] [bbotk]         27.86011          29.61000         30.24000         26.85000  53  NA
## INFO  [12:37:59.476] [bbotk]         29.65534          29.61000         30.24000         26.85000  53  NA
## INFO  [12:37:59.476] [bbotk]         29.24188          29.61000         30.24000         26.85000  53  NA
## INFO  [12:37:59.476] [bbotk]         29.21997          29.61000         30.24000         26.85000  53  NA
## INFO  [12:37:59.476] [bbotk]         29.55554          29.61000         30.24000         26.85000  53  NA
## INFO  [12:37:59.476] [bbotk]         29.24188          29.61000         30.24000         26.85000  53  NA
## INFO  [12:37:59.476] [bbotk]         29.24188          28.60628         26.24285         26.85000  53  NA
## INFO  [12:37:59.476] [bbotk]         29.24188          32.04050         30.24000         26.85000  53  NA
## INFO  [12:37:59.476] [bbotk]         25.14522          29.61000         30.24000         26.85000  53  NA
## INFO  [12:37:59.476] [bbotk]         30.57265          34.78816         30.24000         27.80500  53  NA
## INFO  [12:37:59.476] [bbotk]         29.34128          29.64227         28.59832         26.85000  53  NA
## INFO  [12:37:59.476] [bbotk]         29.24188          33.60873         30.17772         26.85000  53  NA
## INFO  [12:37:59.476] [bbotk]         29.24188          29.61000         30.24000         26.85000  53  NA
## INFO  [12:37:59.476] [bbotk]         29.24188          29.61000         30.24000         26.85000  53  NA
## INFO  [12:37:59.476] [bbotk]         29.41784          32.55042         30.24000         21.63131  53  NA
## INFO  [12:37:59.476] [bbotk]         27.92224          29.61000         30.24000         26.85000  53  NA
## INFO  [12:37:59.476] [bbotk]         30.04492          29.61000         21.80450         27.71326  53  NA
## INFO  [12:37:59.476] [bbotk]         29.40573          29.61000         30.24000         26.85000  53  NA
## INFO  [12:37:59.476] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:37:59.476] [bbotk]  1041        0.00     0.118532351          3  0.2003039
## INFO  [12:37:59.476] [bbotk]  1042        0.07     0.000000000          0  0.1994186
## INFO  [12:37:59.476] [bbotk]  1043        0.07     0.005662179          1  0.2046762
## INFO  [12:37:59.476] [bbotk]  1044        0.00     0.071860510          3  0.1619384
## INFO  [12:37:59.476] [bbotk]  1045        0.02     0.012405286          1  0.2089891
## INFO  [12:37:59.476] [bbotk]  1046        0.02     0.013837131          2  0.2102414
## INFO  [12:37:59.476] [bbotk]  1047        0.02     0.001285329          1  0.2007040
## INFO  [12:37:59.476] [bbotk]  1048        0.02     0.043152394          3  0.2315045
## INFO  [12:37:59.476] [bbotk]  1049        0.17     0.078096412          4  0.1942418
## INFO  [12:37:59.476] [bbotk]  1050        0.17     0.267050997          6  0.3420268
## INFO  [12:37:59.476] [bbotk]  1051        0.07     0.089314523          3  0.2854936
## INFO  [12:37:59.476] [bbotk]  1052        0.32     0.176846224          7  0.3048461
## INFO  [12:37:59.476] [bbotk]  1053        0.17     0.100797396          7  0.2330389
## INFO  [12:37:59.476] [bbotk]  1054        0.12     0.205474563          7  0.2774712
## INFO  [12:37:59.476] [bbotk]  1055        0.02     0.002044697          1  0.2014633
## INFO  [12:37:59.476] [bbotk]  1056        0.02     0.206142476          4  0.3391049
## INFO  [12:37:59.476] [bbotk]  1057        0.12     0.147837533          7  0.2795639
## INFO  [12:37:59.476] [bbotk]  1058        0.07     0.021269775          2  0.2202838
## INFO  [12:37:59.476] [bbotk]  1059        0.12     0.123439744          7  0.2727352
## INFO  [12:37:59.476] [bbotk]  1060        0.00     0.066210267          3  0.1767679
## INFO  [12:37:59.818] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:38:00.050] [bbotk] Result of batch 54:
## INFO  [12:38:00.058] [bbotk]  stroke heatF laneF heatP laneP    pointP reactiontimeP swimtimeP daytimeP
## INFO  [12:38:00.058] [bbotk]  BREAST     7     7    12     5  950.2981     0.8043495 467.87000 1057.294
## INFO  [12:38:00.058] [bbotk]    FREE     1     7     4     5  940.8340     0.7700000 570.54992 1057.294
## INFO  [12:38:00.058] [bbotk]    FREE     1     5     4     5  899.7811     0.7700000 467.87000 1030.000
## INFO  [12:38:00.058] [bbotk]    FREE     1     4     8     7  985.9670     0.7700000  78.21823 1030.000
## INFO  [12:38:00.058] [bbotk]    FREE     7     7     4     5  960.0374     0.7769975 467.87000 1030.000
## INFO  [12:38:00.058] [bbotk]    BACK    10     5     6     5  902.0000     0.7900803 467.87000 1030.000
## INFO  [12:38:00.058] [bbotk]     FLY     1     5     4     5  902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:00.058] [bbotk]  MEDLEY     1     5     4     5  902.0000     0.7700000 537.22652 1004.488
## INFO  [12:38:00.058] [bbotk]    FREE     7     7     7     5  902.0000     0.7700000 467.87000 1015.182
## INFO  [12:38:00.058] [bbotk]    FREE     1     7     4     5  910.9826     0.7692192 467.87000 1070.051
## INFO  [12:38:00.058] [bbotk]    FREE     1     7     4     5  902.5516     0.7700000 467.87000 1030.000
## INFO  [12:38:00.058] [bbotk]    FREE     1     7     4     5  902.1030     0.7700000 467.87000 1030.000
## INFO  [12:38:00.058] [bbotk]  MEDLEY     1     7     1     5  978.7648     0.7700000 459.70261 1571.868
## INFO  [12:38:00.058] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:00.058] [bbotk]    FREE    10     2     4     5  905.4441     0.7718345 268.30920 1030.000
## INFO  [12:38:00.058] [bbotk]  BREAST     1     7     4     5 1015.8438     0.7700000 467.87000 1213.208
## INFO  [12:38:00.058] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:00.058] [bbotk]    FREE     1     7     4     5  936.3147     0.7700000 467.87000 1065.849
## INFO  [12:38:00.058] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000 600.53709 1030.000
## INFO  [12:38:00.058] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:00.058] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:38:00.058] [bbotk]         29.24188          25.66615         30.63484         26.85000  54  NA
## INFO  [12:38:00.058] [bbotk]         25.65356          33.39364         34.03967         21.58331  54  NA
## INFO  [12:38:00.058] [bbotk]         29.20678          29.61000         30.24000         26.85000  54  NA
## INFO  [12:38:00.058] [bbotk]         29.58692          29.61000         30.24000         31.52702  54  NA
## INFO  [12:38:00.058] [bbotk]         31.23872          29.61000         30.24000         26.85000  54  NA
## INFO  [12:38:00.058] [bbotk]         29.55554          30.80107         30.24000         26.85000  54  NA
## INFO  [12:38:00.058] [bbotk]         29.65534          29.61000         30.24000         29.85653  54  NA
## INFO  [12:38:00.058] [bbotk]         25.97644          29.61000         25.64642         26.85000  54  NA
## INFO  [12:38:00.058] [bbotk]         29.24188          29.61000         30.24000         26.85000  54  NA
## INFO  [12:38:00.058] [bbotk]         29.27460          29.61000         30.09903         25.64941  54  NA
## INFO  [12:38:00.058] [bbotk]         29.03985          29.61000         30.24000         26.85000  54  NA
## INFO  [12:38:00.058] [bbotk]         29.57411          29.61000         30.24000         26.85000  54  NA
## INFO  [12:38:00.058] [bbotk]         29.24188          29.61000         30.24000         26.85000  54  NA
## INFO  [12:38:00.058] [bbotk]         28.98943          29.61000         30.24000         26.85000  54  NA
## INFO  [12:38:00.058] [bbotk]         29.34046          29.61000         30.24000         26.85000  54  NA
## INFO  [12:38:00.058] [bbotk]         29.54427          25.06363         25.63508         26.85000  54  NA
## INFO  [12:38:00.058] [bbotk]         29.24188          29.61000         30.24000         26.85000  54  NA
## INFO  [12:38:00.058] [bbotk]         29.24188          29.61000         30.24000         26.85000  54  NA
## INFO  [12:38:00.058] [bbotk]         29.37082          29.61000         30.24000         26.85000  54  NA
## INFO  [12:38:00.058] [bbotk]         29.45456          29.61000         30.24000         26.85000  54  NA
## INFO  [12:38:00.058] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:38:00.058] [bbotk]  1061        0.22     0.217369456          8  0.3260081
## INFO  [12:38:00.058] [bbotk]  1062        0.22     0.089478962          7  0.2670219
## INFO  [12:38:00.058] [bbotk]  1063        0.02     0.059753631          3  0.1758990
## INFO  [12:38:00.058] [bbotk]  1064        0.12     0.255284285          7  0.2584912
## INFO  [12:38:00.058] [bbotk]  1065        0.00     0.088715566          4  0.2811771
## INFO  [12:38:00.058] [bbotk]  1066        0.00     0.244479057          7  0.3216411
## INFO  [12:38:00.058] [bbotk]  1067        0.07     0.134470032          4  0.2230735
## INFO  [12:38:00.058] [bbotk]  1068        0.22     0.151172444          6  0.2630730
## INFO  [12:38:00.058] [bbotk]  1069        0.02     0.118541998          3  0.2591371
## INFO  [12:38:00.058] [bbotk]  1070        0.02     0.012344100          6  0.2058821
## INFO  [12:38:00.058] [bbotk]  1071        0.07     0.001023315          2  0.1996463
## INFO  [12:38:00.058] [bbotk]  1072        0.02     0.001397939          2  0.2007436
## INFO  [12:38:00.058] [bbotk]  1073        0.00     0.178080140          5  0.2260143
## INFO  [12:38:00.058] [bbotk]  1074        0.02     0.059858002          2  0.1760034
## INFO  [12:38:00.058] [bbotk]  1075        0.32     0.131919614          6  0.2111526
## INFO  [12:38:00.058] [bbotk]  1076        0.32     0.143445304          6  0.2920571
## INFO  [12:38:00.058] [bbotk]  1077        0.07     0.000000000          0  0.1994186
## INFO  [12:38:00.058] [bbotk]  1078        0.00     0.014324753          2  0.2109085
## INFO  [12:38:00.058] [bbotk]  1079        0.02     0.008737551          2  0.2081562
## INFO  [12:38:00.058] [bbotk]  1080        0.00     0.059695046          2  0.1740974
## INFO  [12:38:00.376] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:38:00.576] [bbotk] Result of batch 55:
## INFO  [12:38:00.583] [bbotk]  stroke heatF laneF heatP laneP    pointP reactiontimeP swimtimeP daytimeP
## INFO  [12:38:00.583] [bbotk]    FREE     4     7     4     2  904.8713     0.8021428 467.87000 1343.197
## INFO  [12:38:00.583] [bbotk]    FREE     3     5     4     5 1013.3899     0.7700000 467.87000 1806.577
## INFO  [12:38:00.583] [bbotk]    FREE     1     4     1     5  902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:00.583] [bbotk]    FREE     1     7     2     5  902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:00.583] [bbotk]    FREE     1     5     4     7  902.0000     0.7700000 467.87000 1607.615
## INFO  [12:38:00.583] [bbotk]    FREE     1     6     4     5  902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:00.583] [bbotk]    FREE     1     7     4     5  934.0091     0.7700000 467.87000 1030.000
## INFO  [12:38:00.583] [bbotk]  BREAST     1     5     4     5  989.3454     0.7700000 467.87000 1030.000
## INFO  [12:38:00.583] [bbotk]    FREE     1     5     4     5  902.0000     0.7913293 467.87000 1057.294
## INFO  [12:38:00.583] [bbotk]    FREE     1     2     6     5  902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:00.583] [bbotk]  MEDLEY     1     7     2     5  949.5365     0.7700000  89.61381 1030.000
## INFO  [12:38:00.583] [bbotk]    FREE     1     7     4     5  885.0630     0.7700000 467.87000 1030.000
## INFO  [12:38:00.583] [bbotk]    FREE     1     3     4     5  975.7698     0.7700000 619.89367 1065.278
## INFO  [12:38:00.583] [bbotk]    FREE     1     7     4     5  937.1465     0.7700000 467.87000 1030.000
## INFO  [12:38:00.583] [bbotk]    FREE     8     5     2     1  902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:00.583] [bbotk]    FREE     1     8     7     5  902.0000     0.7252904 467.87000 1030.000
## INFO  [12:38:00.583] [bbotk]    FREE     1     3     2     5  902.0000     0.7700000 120.86319 1217.962
## INFO  [12:38:00.583] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000 467.87000 1065.849
## INFO  [12:38:00.583] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000 467.87000 1065.849
## INFO  [12:38:00.583] [bbotk]    FREE     2     5     4     5  902.0000     0.7830285 467.87000 1030.000
## INFO  [12:38:00.583] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:38:00.583] [bbotk]         23.34113          34.80848         30.24000         26.85000  55  NA
## INFO  [12:38:00.583] [bbotk]         29.24188          29.61000         36.05185         23.42521  55  NA
## INFO  [12:38:00.583] [bbotk]         29.41784          29.61000         30.24000         26.85000  55  NA
## INFO  [12:38:00.583] [bbotk]         29.45289          29.61000         30.24000         26.85000  55  NA
## INFO  [12:38:00.583] [bbotk]         29.24188          29.61000         30.24000         27.75715  55  NA
## INFO  [12:38:00.583] [bbotk]         27.68979          29.61000         30.24000         26.85000  55  NA
## INFO  [12:38:00.583] [bbotk]         29.24188          29.61000         30.24000         26.85000  55  NA
## INFO  [12:38:00.583] [bbotk]         29.24188          29.86723         27.81285         31.57502  55  NA
## INFO  [12:38:00.583] [bbotk]         29.24188          29.61000         30.63484         26.85000  55  NA
## INFO  [12:38:00.583] [bbotk]         29.24188          29.61000         22.58917         26.85000  55  NA
## INFO  [12:38:00.583] [bbotk]         27.62939          29.61000         30.24000         26.85000  55  NA
## INFO  [12:38:00.583] [bbotk]         29.24188          29.61000         30.24000         21.79092  55  NA
## INFO  [12:38:00.583] [bbotk]         29.24188          21.61775         30.24000         26.85000  55  NA
## INFO  [12:38:00.583] [bbotk]         29.24188          29.61000         30.24000         26.85000  55  NA
## INFO  [12:38:00.583] [bbotk]         29.65534          29.61000         22.68490         27.34209  55  NA
## INFO  [12:38:00.583] [bbotk]         34.34228          29.61000         23.36437         25.85885  55  NA
## INFO  [12:38:00.583] [bbotk]         29.24188          32.90850         30.24000         26.85000  55  NA
## INFO  [12:38:00.583] [bbotk]         29.24188          29.61000         30.24000         26.85000  55  NA
## INFO  [12:38:00.583] [bbotk]         23.89787          29.61000         29.97753         26.85000  55  NA
## INFO  [12:38:00.583] [bbotk]         29.24188          24.31593         30.24000         26.85000  55  NA
## INFO  [12:38:00.583] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:38:00.583] [bbotk]  1081        0.37     0.187169449          7  0.3181860
## INFO  [12:38:00.583] [bbotk]  1082        0.17     0.239360514          6  0.3111021
## INFO  [12:38:00.583] [bbotk]  1083        0.12     0.118368118          3  0.2001397
## INFO  [12:38:00.583] [bbotk]  1084        0.00     0.059688207          2  0.2002833
## INFO  [12:38:00.583] [bbotk]  1085        0.12     0.157096137          4  0.2408204
## INFO  [12:38:00.583] [bbotk]  1086        0.12     0.065183629          2  0.1977260
## INFO  [12:38:00.583] [bbotk]  1087        0.02     0.011342702          1  0.2079265
## INFO  [12:38:00.583] [bbotk]  1088        0.17     0.180934319          6  0.2482525
## INFO  [12:38:00.583] [bbotk]  1089        0.00     0.065187300          4  0.1723075
## INFO  [12:38:00.583] [bbotk]  1090        0.47     0.141484377          3  0.1627500
## INFO  [12:38:00.583] [bbotk]  1091        0.00     0.164505285          5  0.2512367
## INFO  [12:38:00.583] [bbotk]  1092        0.17     0.031458832          2  0.2289653
## INFO  [12:38:00.583] [bbotk]  1093        0.12     0.127492909          5  0.2539163
## INFO  [12:38:00.583] [bbotk]  1094        0.02     0.012454472          1  0.2090382
## INFO  [12:38:00.583] [bbotk]  1095        0.22     0.263003651          7  0.2836671
## INFO  [12:38:00.583] [bbotk]  1096        0.22     0.172262338          6  0.2373674
## INFO  [12:38:00.583] [bbotk]  1097        0.17     0.163261140          5  0.2380562
## INFO  [12:38:00.583] [bbotk]  1098        0.02     0.002165035          1  0.2015837
## INFO  [12:38:00.583] [bbotk]  1099        0.07     0.024881346          3  0.2222598
## INFO  [12:38:00.583] [bbotk]  1100        0.12     0.140304301          4  0.2531817
## INFO  [12:38:00.892] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:38:01.108] [bbotk] Result of batch 56:
## INFO  [12:38:01.117] [bbotk]  stroke heatF laneF heatP laneP    pointP reactiontimeP swimtimeP  daytimeP
## INFO  [12:38:01.117] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  467.8700 1065.8487
## INFO  [12:38:01.117] [bbotk]    BACK     1     7     4     5  878.9124     0.8141321  467.8700 1057.2942
## INFO  [12:38:01.117] [bbotk]    FREE     1     7     4     7  902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:38:01.117] [bbotk]     FLY     1     6     4     5  943.9306     0.7700000  467.8700  974.8865
## INFO  [12:38:01.117] [bbotk]    FREE     1     7     4     4  902.0000     0.7069582  467.8700 1030.0000
## INFO  [12:38:01.117] [bbotk]    FREE     1     6     1     5  902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:38:01.117] [bbotk]    FREE     3     7     4     5  902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:38:01.117] [bbotk]    FREE     1     5     4     5  950.5577     0.7700000  467.8700 1030.0000
## INFO  [12:38:01.117] [bbotk]  MEDLEY     1     6     2     5  902.0000     0.7912718  467.8700 1112.8642
## INFO  [12:38:01.117] [bbotk]    BACK     1     7     4     3 1018.1178     0.7447940  467.8700 1869.1708
## INFO  [12:38:01.117] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:38:01.117] [bbotk]  BREAST     6     7     4     5  902.0000     0.7959338  467.8700 1030.0000
## INFO  [12:38:01.117] [bbotk]     FLY     1     5     1     0  902.0000     0.7639644  439.8348 1030.0000
## INFO  [12:38:01.117] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:38:01.117] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000  467.8700  948.6031
## INFO  [12:38:01.117] [bbotk]    BACK     1     7     9     1  962.6376     0.7700000  467.8700 1030.0000
## INFO  [12:38:01.117] [bbotk]    FREE     1     5     4     5  913.0844     0.7700000  467.8700 1030.0000
## INFO  [12:38:01.117] [bbotk]    FREE     1     7     4     5  930.4516     0.7700000  467.8700 1030.0000
## INFO  [12:38:01.117] [bbotk]    FREE     5     5     4     3  902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:38:01.117] [bbotk]    FREE     1     7     4     4  894.0519     0.7700000  467.8700 1030.0000
## INFO  [12:38:01.117] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:38:01.117] [bbotk]         29.21730          29.61000         30.24000         26.85000  56  NA
## INFO  [12:38:01.117] [bbotk]         29.24188          29.61000         30.24000         26.85000  56  NA
## INFO  [12:38:01.117] [bbotk]         29.24188          29.61000         30.24000         26.85000  56  NA
## INFO  [12:38:01.117] [bbotk]         29.40573          29.61000         30.24000         29.39876  56  NA
## INFO  [12:38:01.117] [bbotk]         23.30546          34.52896         31.59421         26.85000  56  NA
## INFO  [12:38:01.117] [bbotk]         29.45289          34.78170         34.04086         26.85000  56  NA
## INFO  [12:38:01.117] [bbotk]         23.27335          29.61000         30.24000         26.85000  56  NA
## INFO  [12:38:01.117] [bbotk]         29.24188          29.61000         30.24000         26.85000  56  NA
## INFO  [12:38:01.117] [bbotk]         29.24188          22.00840         30.24000         26.85000  56  NA
## INFO  [12:38:01.117] [bbotk]         23.39138          29.61000         30.24000         26.85000  56  NA
## INFO  [12:38:01.117] [bbotk]         29.45456          29.61000         30.24000         26.85000  56  NA
## INFO  [12:38:01.117] [bbotk]         29.24188          31.95572         30.24000         26.85000  56  NA
## INFO  [12:38:01.117] [bbotk]         29.65534          29.61000         30.24000         31.14072  56  NA
## INFO  [12:38:01.117] [bbotk]         29.24188          29.61000         30.24000         26.85000  56  NA
## INFO  [12:38:01.117] [bbotk]         21.90357          23.40408         30.24000         30.55961  56  NA
## INFO  [12:38:01.117] [bbotk]         34.22524          27.32877         30.24000         26.85000  56  NA
## INFO  [12:38:01.117] [bbotk]         29.45319          29.61000         30.24000         26.85000  56  NA
## INFO  [12:38:01.117] [bbotk]         29.88398          29.61000         30.24000         26.85000  56  NA
## INFO  [12:38:01.117] [bbotk]         27.31571          26.14443         30.24000         30.79414  56  NA
## INFO  [12:38:01.117] [bbotk]         29.24188          29.61000         30.24000         26.85000  56  NA
## INFO  [12:38:01.117] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:38:01.117] [bbotk]  1101        0.02    0.0022657498          2  0.2014830
## INFO  [12:38:01.117] [bbotk]  1102        0.07    0.0758643272          4  0.2752830
## INFO  [12:38:01.117] [bbotk]  1103        0.17    0.0588235294          1  0.2435332
## INFO  [12:38:01.117] [bbotk]  1104        0.02    0.1493307351          6  0.2734157
## INFO  [12:38:01.117] [bbotk]  1105        0.17    0.1167436801          5  0.2539570
## INFO  [12:38:01.117] [bbotk]  1106        0.27    0.1504077798          5  0.2245466
## INFO  [12:38:01.117] [bbotk]  1107        0.07    0.0832811758          2  0.2822952
## INFO  [12:38:01.117] [bbotk]  1108        0.00    0.0760303748          2  0.1694968
## INFO  [12:38:01.117] [bbotk]  1109        0.22    0.2144269816          6  0.2871311
## INFO  [12:38:01.117] [bbotk]  1110        0.22    0.2375677211          6  0.3020098
## INFO  [12:38:01.117] [bbotk]  1111        0.02    0.0008715168          1  0.2002902
## INFO  [12:38:01.117] [bbotk]  1112        0.22    0.1309804217          4  0.3193179
## INFO  [12:38:01.117] [bbotk]  1113        0.17    0.2613000553          8  0.2858641
## INFO  [12:38:01.117] [bbotk]  1114        0.07    0.0000000000          0  0.1994186
## INFO  [12:38:01.117] [bbotk]  1115        0.17    0.1365408656          5  0.2285328
## INFO  [12:38:01.117] [bbotk]  1116        0.22    0.2272244691          6  0.3464217
## INFO  [12:38:01.117] [bbotk]  1117        0.00    0.0636173036          3  0.1701751
## INFO  [12:38:01.117] [bbotk]  1118        0.02    0.0127132507          2  0.2092970
## INFO  [12:38:01.117] [bbotk]  1119        0.27    0.2176484914          6  0.2975753
## INFO  [12:38:01.117] [bbotk]  1120        0.02    0.0616400169          2  0.2041878
## INFO  [12:38:01.448] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:38:01.667] [bbotk] Result of batch 57:
## INFO  [12:38:01.683] [bbotk]  stroke heatF laneF heatP laneP    pointP reactiontimeP swimtimeP  daytimeP
## INFO  [12:38:01.683] [bbotk]    FREE     1     7     4     3  902.0000     0.7498877  737.9859 1030.0000
## INFO  [12:38:01.683] [bbotk]    FREE     1     9     4     8  902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:38:01.683] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:38:01.683] [bbotk]  MEDLEY     1     7     4     5  902.0000     0.7312554  467.8700 1539.6151
## INFO  [12:38:01.683] [bbotk]    FREE     1     8     4     3  939.1134     0.7700000  467.8700 1030.0000
## INFO  [12:38:01.683] [bbotk]     FLY     1     7     4     5  908.1343     0.7586538  467.8700 1030.0000
## INFO  [12:38:01.683] [bbotk]    FREE     1     7     4     4  978.3957     0.7700000  467.8700 1030.0000
## INFO  [12:38:01.683] [bbotk]    FREE     7     5     4     5  975.1846     0.7700000  811.3577 1783.1536
## INFO  [12:38:01.683] [bbotk]    FREE     1     7     4     5  902.0000     0.7962634  467.8700 1030.0000
## INFO  [12:38:01.683] [bbotk]    FREE     1     5     4     5 1021.7437     0.7759997  467.8700 1665.7748
## INFO  [12:38:01.683] [bbotk]    FREE     3     5     7     9  902.0000     0.7606458  503.8427 1030.0000
## INFO  [12:38:01.683] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:38:01.683] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  467.8700 1065.8487
## INFO  [12:38:01.683] [bbotk]    FREE     1     7     8     5  914.6157     0.7700000  589.4751 1429.8330
## INFO  [12:38:01.683] [bbotk]    BACK     6     5     4     5  964.3716     0.7700000  209.5199 1862.5956
## INFO  [12:38:01.683] [bbotk]    FREE     1     3     4     5  902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:38:01.683] [bbotk]    FREE     1     7     4     5  902.0000     0.7618070  467.8700  938.1543
## INFO  [12:38:01.683] [bbotk]    FREE     1     0     4     5  977.2180     0.7603640  467.8700 1590.9371
## INFO  [12:38:01.683] [bbotk]    FREE     1     5     4     5  918.6526     0.7700000  467.8700 1030.0000
## INFO  [12:38:01.683] [bbotk]    FREE     1     7     4     5  928.4129     0.7700000  467.8700 1030.0000
## INFO  [12:38:01.683] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:38:01.683] [bbotk]         29.24188          29.61000         30.24000         26.85000  57  NA
## INFO  [12:38:01.683] [bbotk]         31.62127          29.61000         30.24000         26.85000  57  NA
## INFO  [12:38:01.683] [bbotk]         29.56926          29.61000         30.24000         26.85000  57  NA
## INFO  [12:38:01.683] [bbotk]         29.24188          29.61000         30.24000         25.64574  57  NA
## INFO  [12:38:01.683] [bbotk]         29.24188          27.76193         30.24000         26.85000  57  NA
## INFO  [12:38:01.683] [bbotk]         24.57731          29.85878         31.98824         25.81317  57  NA
## INFO  [12:38:01.683] [bbotk]         33.81731          29.61000         34.36725         26.85000  57  NA
## INFO  [12:38:01.683] [bbotk]         29.24188          29.61000         36.32464         29.49440  57  NA
## INFO  [12:38:01.683] [bbotk]         29.24188          23.51142         30.24000         26.85000  57  NA
## INFO  [12:38:01.683] [bbotk]         29.62194          29.61000         30.24000         26.85000  57  NA
## INFO  [12:38:01.683] [bbotk]         29.24188          27.18604         26.29226         26.85000  57  NA
## INFO  [12:38:01.683] [bbotk]         29.46413          29.61000         30.24000         26.85000  57  NA
## INFO  [12:38:01.683] [bbotk]         29.21730          29.61000         30.24000         26.85000  57  NA
## INFO  [12:38:01.683] [bbotk]         29.24188          23.70545         30.24000         24.17345  57  NA
## INFO  [12:38:01.683] [bbotk]         29.65534          29.61000         30.24000         26.85000  57  NA
## INFO  [12:38:01.683] [bbotk]         29.24188          31.95572         30.63484         26.85000  57  NA
## INFO  [12:38:01.683] [bbotk]         32.08319          29.61000         30.19349         26.85000  57  NA
## INFO  [12:38:01.683] [bbotk]         34.24799          29.61000         28.28309         21.55379  57  NA
## INFO  [12:38:01.683] [bbotk]         29.24188          29.61000         30.24000         26.85000  57  NA
## INFO  [12:38:01.683] [bbotk]         29.69664          29.61000         30.24000         26.85000  57  NA
## INFO  [12:38:01.683] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:38:01.683] [bbotk]  1121        0.22    0.0788240274          3  0.2589597
## INFO  [12:38:01.683] [bbotk]  1122        0.22    0.1273972796          3  0.2103124
## INFO  [12:38:01.683] [bbotk]  1123        0.00    0.0601650890          2  0.1736273
## INFO  [12:38:01.683] [bbotk]  1124        0.02    0.1019917009          4  0.2868366
## INFO  [12:38:01.683] [bbotk]  1125        0.37    0.1379646413          4  0.2643880
## INFO  [12:38:01.683] [bbotk]  1126        0.12    0.0935944148          7  0.2841535
## INFO  [12:38:01.683] [bbotk]  1127        0.02    0.1175031801          4  0.2487115
## INFO  [12:38:01.683] [bbotk]  1128        0.02    0.2425848330          7  0.2859282
## INFO  [12:38:01.683] [bbotk]  1129        0.22    0.0279393787          2  0.2262335
## INFO  [12:38:01.683] [bbotk]  1130        0.00    0.1421903433          5  0.2200727
## INFO  [12:38:01.683] [bbotk]  1131        0.22    0.2607474774          8  0.2790068
## INFO  [12:38:01.683] [bbotk]  1132        0.02    0.0009107423          1  0.2003294
## INFO  [12:38:01.683] [bbotk]  1133        0.02    0.0022657498          2  0.2014830
## INFO  [12:38:01.683] [bbotk]  1134        0.27    0.1313299460          6  0.2660535
## INFO  [12:38:01.683] [bbotk]  1135        0.02    0.2665364985          7  0.2975000
## INFO  [12:38:01.683] [bbotk]  1136        0.17    0.0691495392          3  0.2029488
## INFO  [12:38:01.683] [bbotk]  1137        0.07    0.0186736073          4  0.2151250
## INFO  [12:38:01.683] [bbotk]  1138        0.27    0.1741905763          7  0.2984028
## INFO  [12:38:01.683] [bbotk]  1139        0.02    0.0647245285          2  0.1690679
## INFO  [12:38:01.683] [bbotk]  1140        0.02    0.0112231388          2  0.2078069
## INFO  [12:38:01.994] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:38:02.213] [bbotk] Result of batch 58:
## INFO  [12:38:02.222] [bbotk]  stroke heatF laneF heatP laneP    pointP reactiontimeP swimtimeP daytimeP
## INFO  [12:38:02.222] [bbotk]     FLY     1     7     4     0  980.3757     0.7380855  467.8700 1030.000
## INFO  [12:38:02.222] [bbotk]    FREE    11     5     6     2  902.0000     0.7729333  372.1677 1030.000
## INFO  [12:38:02.222] [bbotk]    FREE     1     5     4     5  940.8340     0.7778040  467.8700 1057.294
## INFO  [12:38:02.222] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:02.222] [bbotk]    FREE     1     7     4     5  934.0091     0.7700000  467.8700 1030.000
## INFO  [12:38:02.222] [bbotk]    FREE     1     5     1     5  998.7211     0.7700000  467.8700 1030.000
## INFO  [12:38:02.222] [bbotk]    FREE     1     7     4     8 1002.8177     0.7700000  467.8700 1030.000
## INFO  [12:38:02.222] [bbotk]    FREE     1     5     2     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:02.222] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:02.222] [bbotk]    FREE    12     9     4     5  902.0000     0.7819101  467.8700 1789.094
## INFO  [12:38:02.222] [bbotk]    FREE     1     0     3     5  902.0000     0.7641600  467.8700 1030.000
## INFO  [12:38:02.222] [bbotk]    FREE     1     7     6     5  902.0000     0.7700000  467.8700 1575.070
## INFO  [12:38:02.222] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:02.222] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:02.222] [bbotk]    FREE     1     7     4     5  936.3147     0.7839248  467.8700 1030.000
## INFO  [12:38:02.222] [bbotk]    FREE     6     7    10     5  870.9092     0.7700000  433.3764 1030.000
## INFO  [12:38:02.222] [bbotk]    FREE     1     7     9     5  902.0000     0.7700000  603.1372 1030.000
## INFO  [12:38:02.222] [bbotk]     FLY     4     5     4     5  971.8819     0.7700000  467.8700 1030.000
## INFO  [12:38:02.222] [bbotk]    FREE     1     7     4     5  932.1579     0.8205856  467.8700 1078.864
## INFO  [12:38:02.222] [bbotk]    FREE     8     0     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:02.222] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:38:02.222] [bbotk]         29.24188          29.61000         30.24000         29.80026  58  NA
## INFO  [12:38:02.222] [bbotk]         34.05025          29.61000         30.24000         26.85000  58  NA
## INFO  [12:38:02.222] [bbotk]         29.24188          34.07419         30.24000         26.85000  58  NA
## INFO  [12:38:02.222] [bbotk]         29.24188          29.61000         30.24000         26.85000  58  NA
## INFO  [12:38:02.222] [bbotk]         29.65534          29.61000         29.15423         26.85000  58  NA
## INFO  [12:38:02.222] [bbotk]         29.24188          29.61000         30.24000         26.85000  58  NA
## INFO  [12:38:02.222] [bbotk]         29.24188          29.61000         30.24000         26.85000  58  NA
## INFO  [12:38:02.222] [bbotk]         25.16202          30.82435         25.36688         26.85000  58  NA
## INFO  [12:38:02.222] [bbotk]         29.24188          29.61000         23.50404         25.74617  58  NA
## INFO  [12:38:02.222] [bbotk]         24.94138          29.49237         30.24000         31.00463  58  NA
## INFO  [12:38:02.222] [bbotk]         29.24188          29.61000         30.24000         26.85000  58  NA
## INFO  [12:38:02.222] [bbotk]         29.24188          29.61000         30.24000         25.39722  58  NA
## INFO  [12:38:02.222] [bbotk]         29.24188          29.61000         30.24000         26.85000  58  NA
## INFO  [12:38:02.222] [bbotk]         29.38916          29.61000         30.24000         26.85000  58  NA
## INFO  [12:38:02.222] [bbotk]         29.24188          29.61000         30.24000         26.85000  58  NA
## INFO  [12:38:02.222] [bbotk]         29.24188          29.61000         30.24000         26.85000  58  NA
## INFO  [12:38:02.222] [bbotk]         29.24188          29.61000         21.93825         26.85000  58  NA
## INFO  [12:38:02.222] [bbotk]         29.24188          29.61000         30.24000         26.85000  58  NA
## INFO  [12:38:02.222] [bbotk]         29.26553          29.88998         30.33775         26.85000  58  NA
## INFO  [12:38:02.222] [bbotk]         29.24188          28.68273         39.87295         26.85000  58  NA
## INFO  [12:38:02.222] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:38:02.222] [bbotk]  1141        0.27      0.16548052          5  0.3091537
## INFO  [12:38:02.222] [bbotk]  1142        0.22      0.26139891          7  0.2773705
## INFO  [12:38:02.222] [bbotk]  1143        0.12      0.09281868          5  0.1656255
## INFO  [12:38:02.222] [bbotk]  1144        0.07      0.00000000          0  0.1994186
## INFO  [12:38:02.222] [bbotk]  1145        0.00      0.01641986          3  0.2113212
## INFO  [12:38:02.222] [bbotk]  1146        0.02      0.15192103          3  0.2243058
## INFO  [12:38:02.222] [bbotk]  1147        0.12      0.09454914          2  0.2368410
## INFO  [12:38:02.222] [bbotk]  1148        0.17      0.15425714          5  0.2323508
## INFO  [12:38:02.222] [bbotk]  1149        0.22      0.02654132          2  0.2223654
## INFO  [12:38:02.222] [bbotk]  1150        0.12      0.20442218          7  0.3414612
## INFO  [12:38:02.222] [bbotk]  1151        0.12      0.11860130          3  0.1984644
## INFO  [12:38:02.222] [bbotk]  1152        0.02      0.09905265          3  0.2377356
## INFO  [12:38:02.222] [bbotk]  1153        0.02      0.05882353          1  0.1749689
## INFO  [12:38:02.222] [bbotk]  1154        0.00      0.05942706          2  0.1743654
## INFO  [12:38:02.222] [bbotk]  1155        0.02      0.01443501          2  0.2110188
## INFO  [12:38:02.222] [bbotk]  1156        0.07      0.13079873          4  0.2712961
## INFO  [12:38:02.222] [bbotk]  1157        0.17      0.09305895          3  0.2319716
## INFO  [12:38:02.222] [bbotk]  1158        0.12      0.20123383          4  0.2947002
## INFO  [12:38:02.222] [bbotk]  1159        0.02      0.02339052          6  0.2199743
## INFO  [12:38:02.222] [bbotk]  1160        0.32      0.15125557          4  0.2907262
## INFO  [12:38:02.606] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:38:02.833] [bbotk] Result of batch 59:
## INFO  [12:38:02.863] [bbotk]  stroke heatF laneF heatP laneP   pointP reactiontimeP swimtimeP daytimeP
## INFO  [12:38:02.863] [bbotk]    FREE     5     5     4     5 902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:02.863] [bbotk]    FREE     1     7     4     5 873.6720     0.7700000 467.87000 1030.000
## INFO  [12:38:02.863] [bbotk]    FREE     5     7     4     5 936.8785     0.8225148 467.87000 1158.272
## INFO  [12:38:02.863] [bbotk]    FREE     1     7    10     5 902.0000     0.7801788 411.98969 1030.000
## INFO  [12:38:02.863] [bbotk]    FREE     1     5     4     4 902.0000     0.7700000 732.82387 1430.973
## INFO  [12:38:02.863] [bbotk]    FREE    12     5     4     5 873.8747     0.7700000 467.87000 1030.000
## INFO  [12:38:02.863] [bbotk]    FREE     1     7     4     5 936.3147     0.7700000 156.21042 1030.950
## INFO  [12:38:02.863] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000 467.87000 1057.294
## INFO  [12:38:02.863] [bbotk]  MEDLEY     1     5     2     5 902.0000     0.8134407 467.87000 1184.866
## INFO  [12:38:02.863] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:02.863] [bbotk]    FREE     2     5     4     5 902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:02.863] [bbotk]    FREE    10     5     4     5 902.0000     0.7789515 467.87000 1030.000
## INFO  [12:38:02.863] [bbotk]    FREE     1     7     4     5 936.3147     0.7700000 467.87000 1030.000
## INFO  [12:38:02.863] [bbotk]    FREE     1     7     4     5 949.7605     0.7700000 467.87000 1473.510
## INFO  [12:38:02.863] [bbotk]    FREE     1     7     6     5 885.8795     0.7700000 643.56109 1030.000
## INFO  [12:38:02.863] [bbotk]    FREE     3     5     4     5 902.0000     0.7700000 739.34538 1092.103
## INFO  [12:38:02.863] [bbotk]  BREAST     1     9     4     5 902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:02.863] [bbotk]    FREE    11     3     4     5 902.0000     0.7700000  97.37037 1030.000
## INFO  [12:38:02.863] [bbotk]  BREAST     1     5     4     5 902.0000     0.7759320 467.87000 1030.000
## INFO  [12:38:02.863] [bbotk]    FREE     5     4     5     5 902.0000     0.7853752 422.59336 1030.000
## INFO  [12:38:02.863] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:38:02.863] [bbotk]         29.24188          29.61000         26.99323         23.74001  59  NA
## INFO  [12:38:02.863] [bbotk]         29.73923          29.61000         38.39115         25.44968  59  NA
## INFO  [12:38:02.863] [bbotk]         33.97574          29.61000         30.24000         26.85000  59  NA
## INFO  [12:38:02.863] [bbotk]         29.24188          29.61000         30.24000         26.85000  59  NA
## INFO  [12:38:02.863] [bbotk]         29.24188          29.61000         30.63484         26.97262  59  NA
## INFO  [12:38:02.863] [bbotk]         29.24188          29.61000         25.39186         26.82244  59  NA
## INFO  [12:38:02.863] [bbotk]         28.86288          34.31827         30.24000         26.85000  59  NA
## INFO  [12:38:02.863] [bbotk]         29.24188          29.61000         30.24000         26.85000  59  NA
## INFO  [12:38:02.863] [bbotk]         33.78074          32.20894         24.02757         26.85000  59  NA
## INFO  [12:38:02.863] [bbotk]         29.24188          29.61000         30.24000         26.85000  59  NA
## INFO  [12:38:02.863] [bbotk]         29.39526          29.61000         27.90429         26.85000  59  NA
## INFO  [12:38:02.863] [bbotk]         29.49059          24.00538         30.24000         26.85000  59  NA
## INFO  [12:38:02.863] [bbotk]         29.24188          29.61000         30.24000         28.65702  59  NA
## INFO  [12:38:02.863] [bbotk]         21.95816          29.61000         27.27385         26.85000  59  NA
## INFO  [12:38:02.863] [bbotk]         25.32597          29.61000         30.24000         26.85000  59  NA
## INFO  [12:38:02.863] [bbotk]         29.56926          26.49904         30.24000         26.85000  59  NA
## INFO  [12:38:02.863] [bbotk]         29.45289          29.61000         30.24000         28.51521  59  NA
## INFO  [12:38:02.863] [bbotk]         29.24188          29.61000         27.97544         26.85000  59  NA
## INFO  [12:38:02.863] [bbotk]         29.24188          29.61000         36.61128         26.85000  59  NA
## INFO  [12:38:02.863] [bbotk]         29.65534          29.61000         30.24000         26.85000  59  NA
## INFO  [12:38:02.863] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:38:02.863] [bbotk]  1161        0.17     0.143412213          4  0.2595576
## INFO  [12:38:02.863] [bbotk]  1162        0.07     0.044518808          4  0.2420253
## INFO  [12:38:02.863] [bbotk]  1163        0.07     0.106909006          5  0.2866768
## INFO  [12:38:02.863] [bbotk]  1164        0.02     0.063944484          3  0.2044418
## INFO  [12:38:02.863] [bbotk]  1165        0.00     0.160105337          6  0.1850060
## INFO  [12:38:02.863] [bbotk]  1166        0.17     0.142857304          5  0.2590027
## INFO  [12:38:02.863] [bbotk]  1167        0.27     0.051311827          5  0.2473932
## INFO  [12:38:02.863] [bbotk]  1168        0.02     0.001648398          1  0.2010670
## INFO  [12:38:02.863] [bbotk]  1169        0.27     0.240954394          8  0.3106374
## INFO  [12:38:02.863] [bbotk]  1170        0.02     0.058823529          1  0.1749689
## INFO  [12:38:02.863] [bbotk]  1171        0.07     0.125552879          4  0.2404411
## INFO  [12:38:02.863] [bbotk]  1172        0.07     0.141861466          5  0.2530432
## INFO  [12:38:02.863] [bbotk]  1173        0.02     0.021252534          2  0.2141804
## INFO  [12:38:02.863] [bbotk]  1174        0.12     0.082798092          4  0.2772948
## INFO  [12:38:02.863] [bbotk]  1175        0.07     0.091453834          4  0.2316443
## INFO  [12:38:02.863] [bbotk]  1176        0.07     0.151600660          6  0.2533169
## INFO  [12:38:02.863] [bbotk]  1177        0.17     0.126891018          4  0.2674861
## INFO  [12:38:02.863] [bbotk]  1178        0.22     0.147628354          4  0.2796891
## INFO  [12:38:02.863] [bbotk]  1179        0.17     0.138467022          4  0.2414575
## INFO  [12:38:02.863] [bbotk]  1180        0.12     0.183478774          6  0.2063291
## INFO  [12:38:03.192] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:38:03.410] [bbotk] Result of batch 60:
## INFO  [12:38:03.420] [bbotk]  stroke heatF laneF heatP laneP    pointP reactiontimeP swimtimeP  daytimeP
## INFO  [12:38:03.420] [bbotk]    FREE     8     9     4     5  902.2077     0.8082369  467.8700  953.1515
## INFO  [12:38:03.420] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:38:03.420] [bbotk]  BREAST     1     5     4     5  902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:38:03.420] [bbotk]  MEDLEY     8     7     3     5  902.0000     0.7700000  549.9737 1065.8487
## INFO  [12:38:03.420] [bbotk]    FREE     1     7     4     6  902.0000     0.7917164  467.8700 1030.0000
## INFO  [12:38:03.420] [bbotk]    FREE     1     7     4     5  936.3147     0.7700000  467.8700 1065.8487
## INFO  [12:38:03.420] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:38:03.420] [bbotk]    FREE     1     6     4     5  902.0000     0.7716520  467.8700 1030.0000
## INFO  [12:38:03.420] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:38:03.420] [bbotk]    FREE     1     5     4     5  913.0844     0.7700000  467.8700 1030.0000
## INFO  [12:38:03.420] [bbotk]    FREE     1     7     4     5  940.8246     0.7700000  615.3620 1263.2988
## INFO  [12:38:03.420] [bbotk]  BREAST     1     7     4     5  902.0000     0.7700000  467.8700 1125.0723
## INFO  [12:38:03.420] [bbotk]    FREE     1     7     4     5  936.3147     0.7700000  467.8700 1882.7035
## INFO  [12:38:03.420] [bbotk]    FREE     6     7     4     5  902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:38:03.420] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:38:03.420] [bbotk]  BREAST     1     7    12     5  902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:38:03.420] [bbotk]    FREE     1     7    10     8  919.3529     0.7700000  467.8700 1314.6511
## INFO  [12:38:03.420] [bbotk]    FREE     1     9     4     5 1010.2774     0.7700000  467.8700 1030.0000
## INFO  [12:38:03.420] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:38:03.420] [bbotk]    FREE    11     5     4     5  902.0000     0.7962628  467.8700 1030.0000
## INFO  [12:38:03.420] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:38:03.420] [bbotk]         29.40573          22.35856         31.62526         26.85000  60  NA
## INFO  [12:38:03.420] [bbotk]         29.24188          29.61000         30.24000         26.85000  60  NA
## INFO  [12:38:03.420] [bbotk]         29.24188          29.61000         30.24000         26.85000  60  NA
## INFO  [12:38:03.420] [bbotk]         29.24188          29.61000         34.33231         31.06365  60  NA
## INFO  [12:38:03.420] [bbotk]         29.24188          29.61000         30.24000         26.85000  60  NA
## INFO  [12:38:03.420] [bbotk]         29.21730          29.61000         30.24000         26.85000  60  NA
## INFO  [12:38:03.420] [bbotk]         29.39221          29.61000         30.24000         26.85000  60  NA
## INFO  [12:38:03.420] [bbotk]         28.49111          29.61000         30.24000         26.85000  60  NA
## INFO  [12:38:03.420] [bbotk]         29.65534          29.61000         30.24000         26.85000  60  NA
## INFO  [12:38:03.420] [bbotk]         29.24188          29.61000         30.24000         26.85000  60  NA
## INFO  [12:38:03.420] [bbotk]         22.65948          29.61000         23.41930         26.85000  60  NA
## INFO  [12:38:03.420] [bbotk]         29.24188          29.61000         30.24000         26.85000  60  NA
## INFO  [12:38:03.420] [bbotk]         24.63503          29.61000         33.34214         23.49950  60  NA
## INFO  [12:38:03.420] [bbotk]         33.68315          29.61000         32.55572         28.41321  60  NA
## INFO  [12:38:03.420] [bbotk]         29.24188          29.61000         30.24000         26.85000  60  NA
## INFO  [12:38:03.420] [bbotk]         29.24188          31.95572         30.24000         26.85000  60  NA
## INFO  [12:38:03.420] [bbotk]         28.33825          35.24584         25.47559         26.85000  60  NA
## INFO  [12:38:03.420] [bbotk]         28.62912          29.61000         30.24000         26.85000  60  NA
## INFO  [12:38:03.420] [bbotk]         29.55554          29.61000         30.24000         26.85000  60  NA
## INFO  [12:38:03.420] [bbotk]         29.24188          29.61000         30.24000         26.85000  60  NA
## INFO  [12:38:03.420] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:38:03.420] [bbotk]  1181        0.42     0.161715488          8  0.3010389
## INFO  [12:38:03.420] [bbotk]  1182        0.02     0.058823529          1  0.1749689
## INFO  [12:38:03.420] [bbotk]  1183        0.17     0.117647059          2  0.2337924
## INFO  [12:38:03.420] [bbotk]  1184        0.02     0.217669129          7  0.3582642
## INFO  [12:38:03.420] [bbotk]  1185        0.17     0.062371967          2  0.1811612
## INFO  [12:38:03.420] [bbotk]  1186        0.00     0.014425467          3  0.2108078
## INFO  [12:38:03.420] [bbotk]  1187        0.00     0.059439566          2  0.1743528
## INFO  [12:38:03.420] [bbotk]  1188        0.17     0.062169909          3  0.1947123
## INFO  [12:38:03.420] [bbotk]  1189        0.00     0.060517808          2  0.1732746
## INFO  [12:38:03.420] [bbotk]  1190        0.02     0.062751364          2  0.1710410
## INFO  [12:38:03.420] [bbotk]  1191        0.27     0.085198215          5  0.2796949
## INFO  [12:38:03.420] [bbotk]  1192        0.17     0.064565305          2  0.2596108
## INFO  [12:38:03.420] [bbotk]  1193        0.22     0.109060265          5  0.2858460
## INFO  [12:38:03.420] [bbotk]  1194        0.07     0.092103831          4  0.2813787
## INFO  [12:38:03.420] [bbotk]  1195        0.02     0.058823529          1  0.1749689
## INFO  [12:38:03.420] [bbotk]  1196        0.22     0.126742871          3  0.2562568
## INFO  [12:38:03.420] [bbotk]  1197        0.32     0.181388124          7  0.2627378
## INFO  [12:38:03.420] [bbotk]  1198        0.12     0.099703480          3  0.2370591
## INFO  [12:38:03.420] [bbotk]  1199        0.02     0.001285329          1  0.2007040
## INFO  [12:38:03.420] [bbotk]  1200        0.02     0.121938366          3  0.2348157
## INFO  [12:38:04.033] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:38:04.232] [bbotk] Result of batch 61:
## INFO  [12:38:04.240] [bbotk]  stroke heatF laneF heatP laneP    pointP reactiontimeP swimtimeP daytimeP
## INFO  [12:38:04.240] [bbotk]    FREE     1     5     4     5  902.0000     0.7787436  395.7828 1030.000
## INFO  [12:38:04.240] [bbotk]  BREAST     1     5     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:04.240] [bbotk]    FREE     1     5     4     5  934.3940     0.7700000  467.8700 1341.067
## INFO  [12:38:04.240] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  467.8700 1037.828
## INFO  [12:38:04.240] [bbotk]    FREE     1     7     4     5  936.3147     0.7700000  467.8700 1065.849
## INFO  [12:38:04.240] [bbotk]  MEDLEY     1     0     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:04.240] [bbotk]    FREE     1     5     4     5  902.4318     0.7700000  467.8700 1030.000
## INFO  [12:38:04.240] [bbotk]    FREE     1     0     4     5 1012.2866     0.7700000  467.8700 1030.000
## INFO  [12:38:04.240] [bbotk]    FREE     1     7     3     3  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:04.240] [bbotk]    FREE     1     0     4     5  902.0000     0.7943117  467.8700 1065.849
## INFO  [12:38:04.240] [bbotk]     FLY     1     7    11     9  902.0000     0.7902171  467.8700 1265.487
## INFO  [12:38:04.240] [bbotk]    FREE     1     7     4     5  934.0091     0.7700000  467.8700 1030.000
## INFO  [12:38:04.240] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:04.240] [bbotk]    FREE     4     5     4     5  902.0000     0.7896220  467.8700 1030.000
## INFO  [12:38:04.240] [bbotk]     FLY     1     7    10     5  934.0091     0.7700000  214.1324 1030.000
## INFO  [12:38:04.240] [bbotk]  BREAST    10     5     4     6  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:04.240] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:04.240] [bbotk]  BREAST     1     7     7     8  902.0000     0.7700000  467.8700 1158.855
## INFO  [12:38:04.240] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:04.240] [bbotk]    FREE    10     5     4     5  897.1792     0.7700000  467.8700 1030.000
## INFO  [12:38:04.240] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:38:04.240] [bbotk]         27.02561          25.77427         30.24000         26.85000  61  NA
## INFO  [12:38:04.240] [bbotk]         29.24188          29.61000         32.34473         26.85000  61  NA
## INFO  [12:38:04.240] [bbotk]         29.24188          29.61000         24.60444         26.85000  61  NA
## INFO  [12:38:04.240] [bbotk]         29.24188          29.61000         30.24000         26.85000  61  NA
## INFO  [12:38:04.240] [bbotk]         29.24188          29.61000         29.97753         26.85000  61  NA
## INFO  [12:38:04.240] [bbotk]         29.21730          29.61000         28.60161         26.85000  61  NA
## INFO  [12:38:04.240] [bbotk]         29.40573          29.61000         30.24000         26.85000  61  NA
## INFO  [12:38:04.240] [bbotk]         29.24188          29.61000         30.24000         26.85000  61  NA
## INFO  [12:38:04.240] [bbotk]         25.50577          29.61000         37.01936         26.85000  61  NA
## INFO  [12:38:04.240] [bbotk]         29.24188          29.61000         30.24000         23.54710  61  NA
## INFO  [12:38:04.240] [bbotk]         30.55376          29.61000         30.24000         26.85000  61  NA
## INFO  [12:38:04.240] [bbotk]         29.65534          29.61000         30.24000         26.85000  61  NA
## INFO  [12:38:04.240] [bbotk]         29.23552          22.91682         30.52837         26.85000  61  NA
## INFO  [12:38:04.240] [bbotk]         29.24188          29.61000         30.24000         26.85000  61  NA
## INFO  [12:38:04.240] [bbotk]         32.04137          32.86393         30.24000         23.78496  61  NA
## INFO  [12:38:04.240] [bbotk]         22.09670          29.61000         30.24000         26.85000  61  NA
## INFO  [12:38:04.240] [bbotk]         29.65534          29.61000         30.24000         26.85000  61  NA
## INFO  [12:38:04.240] [bbotk]         29.24188          29.61000         30.24000         26.85000  61  NA
## INFO  [12:38:04.240] [bbotk]         29.43990          29.61000         30.24000         26.85000  61  NA
## INFO  [12:38:04.240] [bbotk]         31.95733          29.61000         36.45324         26.85000  61  NA
## INFO  [12:38:04.240] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:38:04.240] [bbotk]  1201        0.17    0.0886680725          5  0.2019560
## INFO  [12:38:04.240] [bbotk]  1202        0.17    0.1242046647          3  0.2291337
## INFO  [12:38:04.240] [bbotk]  1203        0.12    0.1066475614          4  0.1896055
## INFO  [12:38:04.240] [bbotk]  1204        0.07    0.0004727874          1  0.1998914
## INFO  [12:38:04.240] [bbotk]  1205        0.00    0.0151425261          3  0.2100907
## INFO  [12:38:04.240] [bbotk]  1206        0.27    0.1228524399          4  0.2615637
## INFO  [12:38:04.240] [bbotk]  1207        0.00    0.0596480023          3  0.1741444
## INFO  [12:38:04.240] [bbotk]  1208        0.12    0.0979045337          2  0.2356648
## INFO  [12:38:04.240] [bbotk]  1209        0.17    0.1540789157          4  0.2857807
## INFO  [12:38:04.240] [bbotk]  1210        0.27    0.0815810928          4  0.2202641
## INFO  [12:38:04.240] [bbotk]  1211        0.07    0.1993717824          6  0.3323342
## INFO  [12:38:04.240] [bbotk]  1212        0.00    0.0130369810          2  0.2096207
## INFO  [12:38:04.240] [bbotk]  1213        0.12    0.0857016580          4  0.2000501
## INFO  [12:38:04.240] [bbotk]  1214        0.02    0.1208532757          3  0.2337307
## INFO  [12:38:04.240] [bbotk]  1215        0.32    0.1842028570          7  0.2884666
## INFO  [12:38:04.240] [bbotk]  1216        0.17    0.2645734340          5  0.3382923
## INFO  [12:38:04.240] [bbotk]  1217        0.00    0.0605178079          2  0.1732746
## INFO  [12:38:04.240] [bbotk]  1218        0.17    0.1842526540          4  0.2677209
## INFO  [12:38:04.240] [bbotk]  1219        0.00    0.0596349988          2  0.1741574
## INFO  [12:38:04.240] [bbotk]  1220        0.00    0.1498409652          5  0.2372008
## INFO  [12:38:04.563] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:38:04.795] [bbotk] Result of batch 62:
## INFO  [12:38:04.804] [bbotk]  stroke heatF laneF heatP laneP    pointP reactiontimeP swimtimeP daytimeP
## INFO  [12:38:04.804] [bbotk]    FREE     1     0     4     7  902.4508     0.7782119  467.8700 1030.000
## INFO  [12:38:04.804] [bbotk]  MEDLEY     1     7     4     9  902.0000     0.7700000  862.3871 1030.000
## INFO  [12:38:04.804] [bbotk]    FREE    10     7    10     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:04.804] [bbotk]    FREE     1     7     4     3  887.6574     0.7700000  467.8700 1030.000
## INFO  [12:38:04.804] [bbotk]    FREE     1     6    11     5  934.0091     0.7733276  467.8700 1818.260
## INFO  [12:38:04.804] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:04.804] [bbotk]    FREE     1     8     4     5  935.6369     0.7984651  467.8700 1386.767
## INFO  [12:38:04.804] [bbotk]    FREE     3     7     4     5  984.6737     0.7700000  542.9267 1019.346
## INFO  [12:38:04.804] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:04.804] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:04.804] [bbotk]    FREE     1     7     4     7 1018.7646     0.7700000  108.7427 1823.601
## INFO  [12:38:04.804] [bbotk]    FREE     1     7     9     5  978.0264     0.7700000  467.8700 1030.000
## INFO  [12:38:04.804] [bbotk]    FREE     1     5     4     5  966.5227     0.7700000  467.8700 1030.000
## INFO  [12:38:04.804] [bbotk]  BREAST     1     7     6     5  904.6506     0.7700000  233.3878 1060.998
## INFO  [12:38:04.804] [bbotk]    FREE     1     7     6     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:04.804] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:04.804] [bbotk]    FREE     7     7     4     5  902.8333     0.8350563  467.8700 1030.000
## INFO  [12:38:04.804] [bbotk]    FREE     1     2     4     7  911.7996     0.7700000  467.8700 1030.000
## INFO  [12:38:04.804] [bbotk]     FLY     1     5     4     5  902.0000     0.7700000  926.0042 1638.286
## INFO  [12:38:04.804] [bbotk]    FREE    12     0     4     5  902.0000     0.7700000  579.9230 1030.000
## INFO  [12:38:04.804] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:38:04.804] [bbotk]         29.24188          29.61000         30.24000         26.85000  62  NA
## INFO  [12:38:04.804] [bbotk]         29.24188          30.75213         30.24000         26.85000  62  NA
## INFO  [12:38:04.804] [bbotk]         29.24188          34.50646         30.24000         28.64357  62  NA
## INFO  [12:38:04.804] [bbotk]         29.38916          30.04877         30.24000         26.85000  62  NA
## INFO  [12:38:04.804] [bbotk]         29.24188          29.61000         30.24000         26.85000  62  NA
## INFO  [12:38:04.804] [bbotk]         29.56926          29.61000         30.24000         26.85000  62  NA
## INFO  [12:38:04.804] [bbotk]         31.17023          29.61000         30.24000         26.85000  62  NA
## INFO  [12:38:04.804] [bbotk]         29.24188          23.69046         30.24000         26.85000  62  NA
## INFO  [12:38:04.804] [bbotk]         29.24188          29.61000         30.24000         26.85000  62  NA
## INFO  [12:38:04.804] [bbotk]         29.24188          29.61000         30.24000         26.85000  62  NA
## INFO  [12:38:04.804] [bbotk]         29.65534          29.61000         30.24000         29.95642  62  NA
## INFO  [12:38:04.804] [bbotk]         29.65534          32.12364         30.24000         26.85000  62  NA
## INFO  [12:38:04.804] [bbotk]         29.24188          29.61000         30.20136         26.85000  62  NA
## INFO  [12:38:04.804] [bbotk]         28.81976          29.16105         30.24000         26.85000  62  NA
## INFO  [12:38:04.804] [bbotk]         29.24188          35.02619         39.89306         26.85000  62  NA
## INFO  [12:38:04.804] [bbotk]         29.56952          29.61000         30.24000         26.85000  62  NA
## INFO  [12:38:04.804] [bbotk]         29.24010          35.98928         25.19858         26.85000  62  NA
## INFO  [12:38:04.804] [bbotk]         29.24188          35.86629         30.81652         26.85000  62  NA
## INFO  [12:38:04.804] [bbotk]         29.65534          32.93579         34.10962         26.85000  62  NA
## INFO  [12:38:04.804] [bbotk]         29.39221          29.61000         30.24000         26.25984  62  NA
## INFO  [12:38:04.804] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:38:04.804] [bbotk]  1221        0.17      0.11914861          4  0.2517915
## INFO  [12:38:04.804] [bbotk]  1222        0.12      0.14648766          4  0.3121645
## INFO  [12:38:04.804] [bbotk]  1223        0.27      0.14565883          4  0.2862539
## INFO  [12:38:04.804] [bbotk]  1224        0.17      0.06621087          4  0.2463107
## INFO  [12:38:04.804] [bbotk]  1225        0.02      0.17713950          5  0.2477348
## INFO  [12:38:04.804] [bbotk]  1226        0.00      0.06016509          2  0.1736273
## INFO  [12:38:04.804] [bbotk]  1227        0.12      0.10484267          5  0.2275522
## INFO  [12:38:04.804] [bbotk]  1228        0.17      0.11636117          5  0.3118204
## INFO  [12:38:04.804] [bbotk]  1229        0.02      0.05882353          1  0.1749689
## INFO  [12:38:04.804] [bbotk]  1230        0.02      0.05882353          1  0.1749689
## INFO  [12:38:04.804] [bbotk]  1231        0.17      0.18767622          6  0.3123280
## INFO  [12:38:04.804] [bbotk]  1232        0.00      0.09720536          4  0.2349656
## INFO  [12:38:04.804] [bbotk]  1233        0.00      0.08180809          3  0.1752745
## INFO  [12:38:04.804] [bbotk]  1234        0.27      0.13843824          7  0.2515026
## INFO  [12:38:04.804] [bbotk]  1235        0.32      0.10990104          3  0.2504961
## INFO  [12:38:04.804] [bbotk]  1236        0.00      0.06016614          2  0.1736263
## INFO  [12:38:04.804] [bbotk]  1237        0.42      0.11019997          6  0.3073310
## INFO  [12:38:04.804] [bbotk]  1238        0.37      0.14717540          5  0.2261121
## INFO  [12:38:04.804] [bbotk]  1239        0.27      0.20937894          7  0.2813535
## INFO  [12:38:04.804] [bbotk]  1240        0.22      0.12816637          5  0.2668493
## INFO  [12:38:05.095] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:38:05.297] [bbotk] Result of batch 63:
## INFO  [12:38:05.304] [bbotk]  stroke heatF laneF heatP laneP   pointP reactiontimeP swimtimeP  daytimeP
## INFO  [12:38:05.304] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:38:05.304] [bbotk]    FREE     1     7    12     5 902.0000     0.7700000  467.8700 1009.3103
## INFO  [12:38:05.304] [bbotk]    FREE     3     7     4     5 902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:38:05.304] [bbotk]     FLY    11     5     9     5 902.0000     0.8077697  129.6484  976.5439
## INFO  [12:38:05.304] [bbotk]    FREE     2     7     4     1 902.0000     0.8105903  467.8700 1030.0000
## INFO  [12:38:05.304] [bbotk]    FREE    10     1     4     5 902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:38:05.304] [bbotk]    FREE    12     7     4     7 902.0000     0.7766494  467.8700 1030.0000
## INFO  [12:38:05.304] [bbotk]    FREE     9     6     4     5 918.4256     0.7700000  467.8700 1513.4773
## INFO  [12:38:05.304] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:38:05.304] [bbotk]    BACK     1     5     4     5 896.2450     0.7700000  467.8700 1737.0747
## INFO  [12:38:05.304] [bbotk]    FREE     7     1     4     5 902.0000     0.7191756  851.1460 1030.0000
## INFO  [12:38:05.304] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:38:05.304] [bbotk]  MEDLEY     1     7     4     5 902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:38:05.304] [bbotk]  MEDLEY     8     5     4     5 934.0091     0.8174572  467.8700 1030.0000
## INFO  [12:38:05.304] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:38:05.304] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:38:05.304] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:38:05.304] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  467.8700 1900.3639
## INFO  [12:38:05.304] [bbotk]    FREE     1     7     4     5 934.0091     0.7700000  467.8700 1030.0000
## INFO  [12:38:05.304] [bbotk]    FREE     1     2     2     5 909.4859     0.7700000  467.8700 1030.0000
## INFO  [12:38:05.304] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:38:05.304] [bbotk]         22.41981          29.61000         26.37912         26.85000  63  NA
## INFO  [12:38:05.304] [bbotk]         29.40573          29.61000         38.50663         26.85000  63  NA
## INFO  [12:38:05.304] [bbotk]         33.43912          29.61000         27.19664         26.85000  63  NA
## INFO  [12:38:05.304] [bbotk]         30.68815          29.61000         30.24000         25.49122  63  NA
## INFO  [12:38:05.304] [bbotk]         29.56926          22.34641         30.24000         28.68689  63  NA
## INFO  [12:38:05.304] [bbotk]         29.24188          29.61000         30.24000         26.85000  63  NA
## INFO  [12:38:05.304] [bbotk]         29.24188          24.00704         30.24000         29.11557  63  NA
## INFO  [12:38:05.304] [bbotk]         29.39473          32.96541         30.24000         26.85000  63  NA
## INFO  [12:38:05.304] [bbotk]         29.24188          29.61000         30.24000         26.85000  63  NA
## INFO  [12:38:05.304] [bbotk]         31.11634          29.61000         28.99794         25.68287  63  NA
## INFO  [12:38:05.304] [bbotk]         29.38916          29.61000         30.24000         26.85000  63  NA
## INFO  [12:38:05.304] [bbotk]         29.56952          29.61000         30.24000         26.85000  63  NA
## INFO  [12:38:05.304] [bbotk]         29.62194          29.61000         30.24000         26.85000  63  NA
## INFO  [12:38:05.304] [bbotk]         29.24188          29.61000         26.98855         32.94812  63  NA
## INFO  [12:38:05.304] [bbotk]         29.24188          29.61000         30.24000         26.85000  63  NA
## INFO  [12:38:05.304] [bbotk]         29.37414          29.61000         30.24000         26.85000  63  NA
## INFO  [12:38:05.304] [bbotk]         23.56425          29.61000         30.24000         26.85000  63  NA
## INFO  [12:38:05.304] [bbotk]         29.24188          29.61000         30.24000         26.85000  63  NA
## INFO  [12:38:05.304] [bbotk]         29.65534          29.61000         30.24000         26.85000  63  NA
## INFO  [12:38:05.304] [bbotk]         33.63490          29.61000         30.24000         26.85000  63  NA
## INFO  [12:38:05.304] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:38:05.304] [bbotk]  1241        0.12      0.09880797          3  0.2149533
## INFO  [12:38:05.304] [bbotk]  1242        0.02      0.08650046          4  0.2270956
## INFO  [12:38:05.304] [bbotk]  1243        0.17      0.08550497          3  0.2832412
## INFO  [12:38:05.304] [bbotk]  1244        0.12      0.27838631          9  0.3410472
## INFO  [12:38:05.304] [bbotk]  1245        0.32      0.16302962          6  0.3133051
## INFO  [12:38:05.304] [bbotk]  1246        0.22      0.11764706          2  0.2582422
## INFO  [12:38:05.304] [bbotk]  1247        0.32      0.15185998          5  0.3115961
## INFO  [12:38:05.304] [bbotk]  1248        0.22      0.16630402          6  0.2957228
## INFO  [12:38:05.304] [bbotk]  1249        0.07      0.00000000          0  0.1994186
## INFO  [12:38:05.304] [bbotk]  1250        0.07      0.17981322          7  0.2666032
## INFO  [12:38:05.304] [bbotk]  1251        0.17      0.15027151          5  0.2777947
## INFO  [12:38:05.304] [bbotk]  1252        0.00      0.06016614          2  0.1736263
## INFO  [12:38:05.304] [bbotk]  1253        0.02      0.06038093          2  0.2597996
## INFO  [12:38:05.304] [bbotk]  1254        0.12      0.23638359          7  0.3024286
## INFO  [12:38:05.304] [bbotk]  1255        0.02      0.05882353          1  0.1749689
## INFO  [12:38:05.304] [bbotk]  1256        0.00      0.05936553          2  0.1744269
## INFO  [12:38:05.304] [bbotk]  1257        0.07      0.02326563          1  0.2222796
## INFO  [12:38:05.304] [bbotk]  1258        0.07      0.05256456          1  0.2519832
## INFO  [12:38:05.304] [bbotk]  1259        0.00      0.01303698          2  0.2096207
## INFO  [12:38:05.304] [bbotk]  1260        0.22      0.13830135          4  0.1584145
## INFO  [12:38:05.615] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:38:05.823] [bbotk] Result of batch 64:
## INFO  [12:38:05.830] [bbotk]  stroke heatF laneF heatP laneP    pointP reactiontimeP swimtimeP daytimeP
## INFO  [12:38:05.830] [bbotk]  BREAST     3     7     5     5  902.0000     0.7700000  467.8700 1726.964
## INFO  [12:38:05.830] [bbotk]    FREE     1     5     4     9  902.0000     0.7700000  412.3794 1030.000
## INFO  [12:38:05.830] [bbotk]    FREE     1     5     4     5 1016.7113     0.7700000  467.8700 1030.000
## INFO  [12:38:05.830] [bbotk]    FREE    12     5     4     5  902.0000     0.7700000  569.0763 1030.000
## INFO  [12:38:05.830] [bbotk]    BACK     6     5     4     7  902.0000     0.7700000  467.8700 1431.160
## INFO  [12:38:05.830] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:05.830] [bbotk]  BREAST     1     8     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:05.830] [bbotk]    FREE     1     5     4     5  902.1020     0.7700000  467.8700 1030.000
## INFO  [12:38:05.830] [bbotk]    FREE     1     5     4     6  902.0000     0.7700000  109.7394 1030.000
## INFO  [12:38:05.830] [bbotk]    FREE     1     7     4     2  902.0000     0.7756297  467.8700 1063.507
## INFO  [12:38:05.830] [bbotk]  BREAST     6     7     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:05.830] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:05.830] [bbotk]  MEDLEY     1     7     4     5  897.1231     0.7982288  909.2818 1030.000
## INFO  [12:38:05.830] [bbotk]    FREE    12     9     4     5  859.8648     0.7700000  467.8700 1695.209
## INFO  [12:38:05.830] [bbotk]    FREE     9     5     9     5  896.2824     0.7700000  467.8700 1095.455
## INFO  [12:38:05.830] [bbotk]    FREE     1     7     9     5  935.8973     0.7520881  467.8700 1030.000
## INFO  [12:38:05.830] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:05.830] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:05.830] [bbotk]    BACK     1     0     4     5  974.3675     0.7700000  467.8700 1030.000
## INFO  [12:38:05.830] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:05.830] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:38:05.830] [bbotk]         28.63709          36.17418         30.24000         31.29058  64  NA
## INFO  [12:38:05.830] [bbotk]         25.94986          29.61000         30.24000         26.67150  64  NA
## INFO  [12:38:05.830] [bbotk]         28.64800          29.61000         30.24000         26.85000  64  NA
## INFO  [12:38:05.830] [bbotk]         29.50283          29.61000         30.24000         26.85000  64  NA
## INFO  [12:38:05.830] [bbotk]         29.31833          29.61000         30.24000         26.85000  64  NA
## INFO  [12:38:05.830] [bbotk]         29.24188          29.61000         30.24000         26.85000  64  NA
## INFO  [12:38:05.830] [bbotk]         26.63003          29.61000         30.24000         26.85000  64  NA
## INFO  [12:38:05.830] [bbotk]         29.64726          29.61000         30.24000         26.85000  64  NA
## INFO  [12:38:05.830] [bbotk]         29.56952          29.61000         30.24000         26.85000  64  NA
## INFO  [12:38:05.830] [bbotk]         29.24188          29.61000         30.24000         22.34574  64  NA
## INFO  [12:38:05.830] [bbotk]         29.62194          29.61000         30.24000         26.85000  64  NA
## INFO  [12:38:05.830] [bbotk]         29.45456          29.61000         30.24000         26.85000  64  NA
## INFO  [12:38:05.830] [bbotk]         31.33184          31.95572         30.63484         26.85000  64  NA
## INFO  [12:38:05.830] [bbotk]         29.45289          23.51683         30.24000         26.85000  64  NA
## INFO  [12:38:05.830] [bbotk]         29.40870          29.61000         36.07454         26.85000  64  NA
## INFO  [12:38:05.830] [bbotk]         29.55938          31.90728         34.62083         26.85000  64  NA
## INFO  [12:38:05.830] [bbotk]         29.24188          31.58382         30.24000         26.85000  64  NA
## INFO  [12:38:05.830] [bbotk]         29.40275          29.61000         30.24000         26.85000  64  NA
## INFO  [12:38:05.830] [bbotk]         30.87242          29.61000         30.24000         28.33649  64  NA
## INFO  [12:38:05.830] [bbotk]         29.65534          29.61000         30.24000         26.85000  64  NA
## INFO  [12:38:05.830] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:38:05.830] [bbotk]  1261        0.47     0.268839355          7  0.2800803
## INFO  [12:38:05.830] [bbotk]  1262        0.07     0.135468828          5  0.2157523
## INFO  [12:38:05.830] [bbotk]  1263        0.02     0.101906052          3  0.1953725
## INFO  [12:38:05.830] [bbotk]  1264        0.00     0.124978811          4  0.2347407
## INFO  [12:38:05.830] [bbotk]  1265        0.12     0.259834966          6  0.3435592
## INFO  [12:38:05.830] [bbotk]  1266        0.02     0.058823529          1  0.1749689
## INFO  [12:38:05.830] [bbotk]  1267        0.17     0.128349811          3  0.2685403
## INFO  [12:38:05.830] [bbotk]  1268        0.00     0.060520827          3  0.1732716
## INFO  [12:38:05.830] [bbotk]  1269        0.07     0.141150011          4  0.2151874
## INFO  [12:38:05.830] [bbotk]  1270        0.27     0.084432206          4  0.2147091
## INFO  [12:38:05.830] [bbotk]  1271        0.12     0.119204464          3  0.3186231
## INFO  [12:38:05.830] [bbotk]  1272        0.00     0.059695046          2  0.1740974
## INFO  [12:38:05.830] [bbotk]  1273        0.12     0.111368045          7  0.3032464
## INFO  [12:38:05.830] [bbotk]  1274        0.32     0.197244234          6  0.3367148
## INFO  [12:38:05.830] [bbotk]  1275        0.00     0.201311768          7  0.2830833
## INFO  [12:38:05.830] [bbotk]  1276        0.00     0.097620304          6  0.2295270
## INFO  [12:38:05.830] [bbotk]  1277        0.12     0.007653742          1  0.2070724
## INFO  [12:38:05.830] [bbotk]  1278        0.00     0.059482774          2  0.1743096
## INFO  [12:38:05.830] [bbotk]  1279        0.07     0.157452683          5  0.2814195
## INFO  [12:38:05.830] [bbotk]  1280        0.00     0.060517808          2  0.1732746
## INFO  [12:38:06.157] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:38:06.359] [bbotk] Result of batch 65:
## INFO  [12:38:06.366] [bbotk]  stroke heatF laneF heatP laneP   pointP reactiontimeP swimtimeP daytimeP
## INFO  [12:38:06.366] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:06.366] [bbotk]    FREE     1     7     4     9 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:06.366] [bbotk]    FREE     1     1     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:06.366] [bbotk]    FREE     1     7     4     5 902.0000     0.7507068  513.7225 1030.000
## INFO  [12:38:06.366] [bbotk]    FREE     6     7     4     1 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:06.366] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:06.366] [bbotk]    BACK     1     7     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:06.366] [bbotk]    FREE    10     5     4     5 966.1040     0.7700000  657.7279 1030.000
## INFO  [12:38:06.366] [bbotk]    FREE     1     5     4     5 950.2981     0.7700000  467.8700 1057.294
## INFO  [12:38:06.366] [bbotk]    BACK     1     6     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:06.366] [bbotk]    FREE     1     5     4     5 934.0091     0.7700000  467.8700 1030.000
## INFO  [12:38:06.366] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:06.366] [bbotk]    FREE     1     5     4     5 906.6168     0.7700000  372.2492 1030.000
## INFO  [12:38:06.366] [bbotk]    FREE     1     7     4     5 919.6495     0.7815631  467.8700 1469.306
## INFO  [12:38:06.366] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:06.366] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:06.366] [bbotk]    FREE     1     1     4     4 985.7685     0.7700000  467.8700 1030.000
## INFO  [12:38:06.366] [bbotk]    FREE     1     2     4     9 869.9912     0.7700000  964.3992 1030.000
## INFO  [12:38:06.366] [bbotk]  BREAST    10     4     4     5 902.0000     0.7625975  594.6757 1357.164
## INFO  [12:38:06.366] [bbotk]    BACK     1     7     4     5 902.0000     0.7532967  467.8700 1335.449
## INFO  [12:38:06.366] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:38:06.366] [bbotk]         29.65534          29.61000         30.24000         26.85000  65  NA
## INFO  [12:38:06.366] [bbotk]         29.24188          31.65080         30.24000         30.64376  65  NA
## INFO  [12:38:06.366] [bbotk]         29.24188          29.24203         30.24000         26.85000  65  NA
## INFO  [12:38:06.366] [bbotk]         29.24188          28.08078         31.45370         21.74502  65  NA
## INFO  [12:38:06.366] [bbotk]         25.46749          29.61000         35.25613         26.85000  65  NA
## INFO  [12:38:06.366] [bbotk]         29.24188          29.61000         30.24000         26.85000  65  NA
## INFO  [12:38:06.366] [bbotk]         29.24188          29.61000         30.24000         27.74112  65  NA
## INFO  [12:38:06.366] [bbotk]         29.36258          29.61000         30.24000         26.85000  65  NA
## INFO  [12:38:06.366] [bbotk]         29.24188          29.61000         30.24000         26.85000  65  NA
## INFO  [12:38:06.366] [bbotk]         33.05089          29.61000         21.42970         26.85000  65  NA
## INFO  [12:38:06.366] [bbotk]         29.65534          29.61000         30.24000         26.85000  65  NA
## INFO  [12:38:06.366] [bbotk]         29.56926          29.61000         30.24000         26.85000  65  NA
## INFO  [12:38:06.366] [bbotk]         29.24188          29.61000         30.24000         26.85000  65  NA
## INFO  [12:38:06.366] [bbotk]         29.24188          35.61880         30.24000         26.85000  65  NA
## INFO  [12:38:06.366] [bbotk]         29.37507          29.61000         30.24000         26.85000  65  NA
## INFO  [12:38:06.366] [bbotk]         29.72556          29.61000         30.24000         26.85000  65  NA
## INFO  [12:38:06.366] [bbotk]         29.39072          28.88676         24.80776         26.85000  65  NA
## INFO  [12:38:06.366] [bbotk]         29.44437          29.61000         29.28794         26.85000  65  NA
## INFO  [12:38:06.366] [bbotk]         29.24188          22.53092         30.24000         32.48650  65  NA
## INFO  [12:38:06.366] [bbotk]         29.65534          35.16681         30.24000         28.75021  65  NA
## INFO  [12:38:06.366] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:38:06.366] [bbotk]  1281        0.02    0.0016942785          1  0.2011129
## INFO  [12:38:06.366] [bbotk]  1282        0.17    0.0858270115          3  0.2264302
## INFO  [12:38:06.366] [bbotk]  1283        0.22    0.0602503939          2  0.1997210
## INFO  [12:38:06.366] [bbotk]  1284        0.27    0.0413889954          5  0.2314660
## INFO  [12:38:06.366] [bbotk]  1285        0.12    0.1487421636          4  0.3224224
## INFO  [12:38:06.366] [bbotk]  1286        0.02    0.0588235294          1  0.1749689
## INFO  [12:38:06.366] [bbotk]  1287        0.07    0.0633076222          2  0.2627263
## INFO  [12:38:06.366] [bbotk]  1288        0.00    0.1526054939          5  0.2408378
## INFO  [12:38:06.366] [bbotk]  1289        0.00    0.0775867809          3  0.1677564
## INFO  [12:38:06.366] [bbotk]  1290        0.22    0.1607053620          4  0.2898666
## INFO  [12:38:06.366] [bbotk]  1291        0.00    0.0718605104          3  0.1619384
## INFO  [12:38:06.366] [bbotk]  1292        0.02    0.0013415596          1  0.2007602
## INFO  [12:38:06.366] [bbotk]  1293        0.02    0.0663763239          3  0.1792497
## INFO  [12:38:06.366] [bbotk]  1294        0.27    0.0579748620          4  0.2506697
## INFO  [12:38:06.366] [bbotk]  1295        0.02    0.0005457984          1  0.1999644
## INFO  [12:38:06.366] [bbotk]  1296        0.02    0.0019820434          1  0.2014007
## INFO  [12:38:06.366] [bbotk]  1297        0.12    0.1676705020          6  0.2334138
## INFO  [12:38:06.366] [bbotk]  1298        0.27    0.1635098582          6  0.2435990
## INFO  [12:38:06.366] [bbotk]  1299        0.27    0.2610978795          8  0.3967816
## INFO  [12:38:06.366] [bbotk]  1300        0.32    0.1128032609          6  0.2860699
## INFO  [12:38:06.668] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:38:06.880] [bbotk] Result of batch 66:
## INFO  [12:38:06.887] [bbotk]  stroke heatF laneF heatP laneP   pointP reactiontimeP swimtimeP  daytimeP
## INFO  [12:38:06.887] [bbotk]    FREE     1     7     4     5 908.1007     0.7700000  467.8700 1030.0000
## INFO  [12:38:06.887] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:38:06.887] [bbotk]    FREE     1     7     4     5 908.7498     0.7700000  467.8700 1693.9214
## INFO  [12:38:06.887] [bbotk]    FREE     1     7     4     5 902.0000     0.7731305  467.8700 1030.0000
## INFO  [12:38:06.887] [bbotk]    FREE    11     7     4     5 978.6911     0.7970358  467.8700 1574.9735
## INFO  [12:38:06.887] [bbotk]    FREE     1     5     4     8 902.0000     0.7700000  467.8700 1620.7428
## INFO  [12:38:06.887] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:38:06.887] [bbotk]    FREE     1     1     4     5 902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:38:06.887] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  467.8700 1309.8050
## INFO  [12:38:06.887] [bbotk]    FREE     1     7     4     7 902.0000     0.7700000  823.5479 1030.0000
## INFO  [12:38:06.887] [bbotk]    FREE     4     7    10     6 902.0000     0.7700000  210.1853 1030.0000
## INFO  [12:38:06.887] [bbotk]    FREE     5     4     4     5 933.3862     0.7659980  467.8700 1030.0000
## INFO  [12:38:06.887] [bbotk]     FLY     1     5     4     5 902.0000     0.7700000  518.4212  961.6252
## INFO  [12:38:06.887] [bbotk]    FREE     1     1     4     5 902.4318     0.7700000  467.8700 1030.0000
## INFO  [12:38:06.887] [bbotk]    FREE     9     7     4     7 864.8573     0.7700000  467.8700 1030.0000
## INFO  [12:38:06.887] [bbotk]    FREE     1     7     4     5 934.0091     0.7700000  467.8700 1030.0000
## INFO  [12:38:06.887] [bbotk]    FREE     1     7    11     4 902.0000     0.7905659  467.8700 1030.0000
## INFO  [12:38:06.887] [bbotk]    FREE     1     3     4     8 957.8919     0.7700000  467.8700 1030.0000
## INFO  [12:38:06.887] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:38:06.887] [bbotk]    FREE     1     7     4     5 927.2252     0.7700000  467.8700 1030.0000
## INFO  [12:38:06.887] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:38:06.887] [bbotk]         29.26030          29.61000         30.24000         26.85000  66  NA
## INFO  [12:38:06.887] [bbotk]         29.83610          29.61000         30.24000         26.85000  66  NA
## INFO  [12:38:06.887] [bbotk]         33.51088          29.61000         30.24000         26.85000  66  NA
## INFO  [12:38:06.887] [bbotk]         21.59316          29.88900         30.24000         26.85000  66  NA
## INFO  [12:38:06.887] [bbotk]         29.24188          36.06428         30.24000         26.85000  66  NA
## INFO  [12:38:06.887] [bbotk]         34.96443          29.61000         30.24000         26.85000  66  NA
## INFO  [12:38:06.887] [bbotk]         29.24188          29.61000         30.24000         26.85000  66  NA
## INFO  [12:38:06.887] [bbotk]         29.24188          30.51237         29.68718         26.85000  66  NA
## INFO  [12:38:06.887] [bbotk]         29.24188          29.61000         30.24000         26.85000  66  NA
## INFO  [12:38:06.887] [bbotk]         31.20282          29.99994         30.24000         26.85000  66  NA
## INFO  [12:38:06.887] [bbotk]         29.38916          26.91803         30.24000         26.53534  66  NA
## INFO  [12:38:06.887] [bbotk]         29.24188          29.61000         30.24000         26.85000  66  NA
## INFO  [12:38:06.887] [bbotk]         34.03823          29.61000         34.33687         27.22478  66  NA
## INFO  [12:38:06.887] [bbotk]         29.40573          29.61000         30.24000         26.85000  66  NA
## INFO  [12:38:06.887] [bbotk]         21.77934          29.61000         30.24000         26.85000  66  NA
## INFO  [12:38:06.887] [bbotk]         29.65534          29.61000         30.24000         26.85000  66  NA
## INFO  [12:38:06.887] [bbotk]         29.56926          29.61000         30.24000         31.17914  66  NA
## INFO  [12:38:06.887] [bbotk]         29.31833          29.61000         30.24000         25.62602  66  NA
## INFO  [12:38:06.887] [bbotk]         29.24188          29.61000         30.24000         26.85000  66  NA
## INFO  [12:38:06.887] [bbotk]         29.24188          29.61000         30.24000         26.85000  66  NA
## INFO  [12:38:06.887] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:38:06.887] [bbotk]  1301        0.02     0.002237327          2  0.1988211
## INFO  [12:38:06.887] [bbotk]  1302        0.00     0.061258518          2  0.1725339
## INFO  [12:38:06.887] [bbotk]  1303        0.07     0.059981992          3  0.2565658
## INFO  [12:38:06.887] [bbotk]  1304        0.07     0.032936090          3  0.2319501
## INFO  [12:38:06.887] [bbotk]  1305        0.17     0.148357580          5  0.3308820
## INFO  [12:38:06.887] [bbotk]  1306        0.02     0.176773967          4  0.2596891
## INFO  [12:38:06.887] [bbotk]  1307        0.02     0.058823529          1  0.1749689
## INFO  [12:38:06.887] [bbotk]  1308        0.22     0.064044985          3  0.2029576
## INFO  [12:38:06.887] [bbotk]  1309        0.00     0.075722005          2  0.1813588
## INFO  [12:38:06.887] [bbotk]  1310        0.12     0.090379654          4  0.2514202
## INFO  [12:38:06.887] [bbotk]  1311        0.27     0.205040859          7  0.2776435
## INFO  [12:38:06.887] [bbotk]  1312        0.02     0.129422969          4  0.2658754
## INFO  [12:38:06.887] [bbotk]  1313        0.17     0.159209181          7  0.2385524
## INFO  [12:38:06.887] [bbotk]  1314        0.17     0.059648002          3  0.1999371
## INFO  [12:38:06.887] [bbotk]  1315        0.22     0.161388645          4  0.3460983
## INFO  [12:38:06.887] [bbotk]  1316        0.00     0.013036981          2  0.2096207
## INFO  [12:38:06.887] [bbotk]  1317        0.00     0.144133079          5  0.2211364
## INFO  [12:38:06.887] [bbotk]  1318        0.07     0.143925158          5  0.2097088
## INFO  [12:38:06.887] [bbotk]  1319        0.02     0.058823529          1  0.1749689
## INFO  [12:38:06.887] [bbotk]  1320        0.07     0.008938770          1  0.2055225
## INFO  [12:38:07.248] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:38:07.456] [bbotk] Result of batch 67:
## INFO  [12:38:07.464] [bbotk]  stroke heatF laneF heatP laneP    pointP reactiontimeP swimtimeP daytimeP
## INFO  [12:38:07.464] [bbotk]    FREE     1     1    11     5  902.0000     0.8001622  416.6398 1030.000
## INFO  [12:38:07.464] [bbotk]    FREE     1     3     4     5  902.0000     0.7445811  467.8700 1030.000
## INFO  [12:38:07.464] [bbotk]    FREE     1     9     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:07.464] [bbotk]  MEDLEY     1     5     4     5  897.4481     0.7700000  467.8700 1030.000
## INFO  [12:38:07.464] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:07.464] [bbotk]  BREAST     1     5     8     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:07.464] [bbotk]    FREE     7     7     2     3  902.0000     0.7809338  467.8700 1030.000
## INFO  [12:38:07.464] [bbotk]    FREE     1     5     4     5  902.0000     0.7821193  467.8700 1030.000
## INFO  [12:38:07.464] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  467.8700 1579.840
## INFO  [12:38:07.464] [bbotk]    FREE     1     4    11     4  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:07.464] [bbotk]    FREE    12     7     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:07.464] [bbotk]    FREE     3     6     4     5 1007.9432     0.7700000  467.8700 1030.000
## INFO  [12:38:07.464] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:07.464] [bbotk]    FREE     1     8     4     5  902.0000     0.8117641  467.8700 1707.010
## INFO  [12:38:07.464] [bbotk]    FREE     1     7     1     5  902.0000     0.7700000  467.8700 1525.585
## INFO  [12:38:07.464] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:07.464] [bbotk]    FREE     1     7     4     5  902.0000     0.7976201  755.1117 1030.000
## INFO  [12:38:07.464] [bbotk]    FREE     1     9     4     2  902.0000     0.7700000  278.5608 1030.000
## INFO  [12:38:07.464] [bbotk]    FREE     1     7     4     5  902.0000     0.7656889  467.8700 1030.000
## INFO  [12:38:07.464] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000  467.8700 1072.750
## INFO  [12:38:07.464] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:38:07.464] [bbotk]         29.50419          29.61000         30.24000         28.09217  67  NA
## INFO  [12:38:07.464] [bbotk]         29.24188          29.61000         30.24000         32.49060  67  NA
## INFO  [12:38:07.464] [bbotk]         29.24188          29.61000         30.24000         32.78255  67  NA
## INFO  [12:38:07.464] [bbotk]         29.45878          29.61000         40.04444         23.78192  67  NA
## INFO  [12:38:07.464] [bbotk]         29.60896          29.61000         30.24000         26.85000  67  NA
## INFO  [12:38:07.464] [bbotk]         29.24188          33.74600         26.64953         26.85000  67  NA
## INFO  [12:38:07.464] [bbotk]         29.65534          29.61000         30.24000         26.85000  67  NA
## INFO  [12:38:07.464] [bbotk]         22.69047          29.61000         30.24000         26.85000  67  NA
## INFO  [12:38:07.464] [bbotk]         29.24188          29.61000         30.24000         26.85000  67  NA
## INFO  [12:38:07.464] [bbotk]         29.56926          29.61000         30.24000         26.85000  67  NA
## INFO  [12:38:07.464] [bbotk]         29.65534          29.61000         30.24000         26.85000  67  NA
## INFO  [12:38:07.464] [bbotk]         29.65534          26.01780         30.24000         26.85000  67  NA
## INFO  [12:38:07.464] [bbotk]         29.45882          29.61000         23.88364         26.85000  67  NA
## INFO  [12:38:07.464] [bbotk]         29.41327          29.61000         30.24000         23.24005  67  NA
## INFO  [12:38:07.464] [bbotk]         29.42024          29.61000         38.42643         26.85000  67  NA
## INFO  [12:38:07.464] [bbotk]         29.69979          29.61000         30.24000         26.85000  67  NA
## INFO  [12:38:07.464] [bbotk]         27.14317          29.61000         35.54911         26.85000  67  NA
## INFO  [12:38:07.464] [bbotk]         32.67296          28.50805         30.24000         26.85000  67  NA
## INFO  [12:38:07.464] [bbotk]         29.41575          29.61000         30.14224         26.85000  67  NA
## INFO  [12:38:07.464] [bbotk]         29.24188          29.61000         30.24000         26.85000  67  NA
## INFO  [12:38:07.464] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:38:07.464] [bbotk]  1321        0.07     0.133071020          6  0.2130676
## INFO  [12:38:07.464] [bbotk]  1322        0.12     0.091360201          3  0.2186235
## INFO  [12:38:07.464] [bbotk]  1323        0.17     0.088675838          2  0.2292709
## INFO  [12:38:07.464] [bbotk]  1324        0.17     0.166134542          6  0.2614178
## INFO  [12:38:07.464] [bbotk]  1325        0.00     0.060327751          2  0.1734647
## INFO  [12:38:07.464] [bbotk]  1326        0.47     0.203695083          5  0.2831820
## INFO  [12:38:07.464] [bbotk]  1327        0.12     0.179951439          5  0.3129138
## INFO  [12:38:07.464] [bbotk]  1328        0.02     0.087649986          3  0.2005274
## INFO  [12:38:07.464] [bbotk]  1329        0.02     0.033206930          1  0.2326256
## INFO  [12:38:07.464] [bbotk]  1330        0.00     0.177812148          4  0.1756410
## INFO  [12:38:07.464] [bbotk]  1331        0.02     0.060517808          2  0.2599364
## INFO  [12:38:07.464] [bbotk]  1332        0.12     0.170812386          5  0.2987965
## INFO  [12:38:07.464] [bbotk]  1333        0.12     0.079516718          3  0.1938841
## INFO  [12:38:07.464] [bbotk]  1334        0.32     0.125402370          5  0.2640853
## INFO  [12:38:07.464] [bbotk]  1335        0.07     0.114990710          4  0.2390111
## INFO  [12:38:07.464] [bbotk]  1336        0.02     0.001876417          1  0.2012951
## INFO  [12:38:07.464] [bbotk]  1337        0.07     0.047428347          4  0.2464423
## INFO  [12:38:07.464] [bbotk]  1338        0.57     0.147693856          5  0.2207828
## INFO  [12:38:07.464] [bbotk]  1339        0.02     0.001721524          3  0.1991221
## INFO  [12:38:07.464] [bbotk]  1340        0.00     0.061405381          2  0.1723870
## INFO  [12:38:07.752] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:38:07.944] [bbotk] Result of batch 68:
## INFO  [12:38:07.957] [bbotk]  stroke heatF laneF heatP laneP   pointP reactiontimeP swimtimeP  daytimeP
## INFO  [12:38:07.957] [bbotk]    FREE     1     9     4     7 876.9440     0.7350169  454.2890 1030.0000
## INFO  [12:38:07.957] [bbotk]  BREAST     3     5     4     4 902.0000     0.7704254  467.8700 1263.2805
## INFO  [12:38:07.957] [bbotk]    FREE     1     7     4     6 902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:38:07.957] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:38:07.957] [bbotk]    FREE     1     5     4     2 902.0000     0.7734991  467.8700 1030.0000
## INFO  [12:38:07.957] [bbotk]    BACK     5     0     4     5 902.0000     0.7700000  247.2583 1030.0000
## INFO  [12:38:07.957] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:38:07.957] [bbotk]    BACK     1     7     4     6 902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:38:07.957] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:38:07.957] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:38:07.957] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:38:07.957] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:38:07.957] [bbotk]    FREE     1     7     4     5 902.0000     0.7635457  307.7760 1030.0000
## INFO  [12:38:07.957] [bbotk]    FREE     1     5     4     8 902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:38:07.957] [bbotk]    FREE     1     7     4     5 896.3767     0.7700000  467.8700 1030.0000
## INFO  [12:38:07.957] [bbotk]    BACK     1     7     4     5 980.3737     0.7775774  295.8322 1014.6003
## INFO  [12:38:07.957] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  467.8700 1072.7503
## INFO  [12:38:07.957] [bbotk]    FREE     1     5     4     5 902.0000     0.7913293  467.8700 1057.2942
## INFO  [12:38:07.957] [bbotk]    FREE     1     5     4     5 901.5872     0.7700000  467.8700 1030.0000
## INFO  [12:38:07.957] [bbotk]    FREE     1     7     4     5 902.0000     0.7807501  467.8700  941.4356
## INFO  [12:38:07.957] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:38:07.957] [bbotk]         29.24188          29.61000         30.24000         26.85000  68  NA
## INFO  [12:38:07.957] [bbotk]         29.24188          29.61000         30.24000         28.06277  68  NA
## INFO  [12:38:07.957] [bbotk]         29.24188          29.61000         35.34571         26.85000  68  NA
## INFO  [12:38:07.957] [bbotk]         29.24188          29.61000         30.24000         26.85000  68  NA
## INFO  [12:38:07.957] [bbotk]         29.40275          27.88427         36.69044         26.85000  68  NA
## INFO  [12:38:07.957] [bbotk]         29.03690          29.69982         35.70427         26.85000  68  NA
## INFO  [12:38:07.957] [bbotk]         29.64904          29.61000         30.24000         26.85000  68  NA
## INFO  [12:38:07.957] [bbotk]         29.53273          29.61000         30.24000         27.92604  68  NA
## INFO  [12:38:07.957] [bbotk]         29.43990          29.61000         30.24000         26.85000  68  NA
## INFO  [12:38:07.957] [bbotk]         26.69005          34.56880         37.54693         26.85000  68  NA
## INFO  [12:38:07.957] [bbotk]         29.56952          29.61000         30.24000         26.85000  68  NA
## INFO  [12:38:07.957] [bbotk]         29.45289          29.61000         30.24000         26.85000  68  NA
## INFO  [12:38:07.957] [bbotk]         31.67662          36.01526         28.63750         24.33420  68  NA
## INFO  [12:38:07.957] [bbotk]         33.35840          26.19321         24.03552         26.85000  68  NA
## INFO  [12:38:07.957] [bbotk]         29.59986          29.61000         30.24000         26.85000  68  NA
## INFO  [12:38:07.957] [bbotk]         29.24188          25.09441         30.24000         26.85000  68  NA
## INFO  [12:38:07.957] [bbotk]         29.24188          29.61000         30.24000         26.85000  68  NA
## INFO  [12:38:07.957] [bbotk]         29.24188          31.95572         30.63484         26.85000  68  NA
## INFO  [12:38:07.957] [bbotk]         29.24188          29.61000         30.24000         26.85000  68  NA
## INFO  [12:38:07.957] [bbotk]         29.24188          29.61000         30.24000         31.01434  68  NA
## INFO  [12:38:07.957] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:38:07.957] [bbotk]  1341        0.17    0.1330824153          5  0.2561394
## INFO  [12:38:07.957] [bbotk]  1342        0.17    0.2555549320          7  0.2803166
## INFO  [12:38:07.957] [bbotk]  1343        0.17    0.0747311503          2  0.1895879
## INFO  [12:38:07.957] [bbotk]  1344        0.02    0.0588235294          1  0.1749689
## INFO  [12:38:07.957] [bbotk]  1345        0.27    0.1456671011          6  0.2189367
## INFO  [12:38:07.957] [bbotk]  1346        0.22    0.2083345413          7  0.3484272
## INFO  [12:38:07.957] [bbotk]  1347        0.00    0.0604920093          2  0.1733004
## INFO  [12:38:07.957] [bbotk]  1348        0.12    0.1242535335          4  0.2369267
## INFO  [12:38:07.957] [bbotk]  1349        0.02    0.0008114694          1  0.2002301
## INFO  [12:38:07.957] [bbotk]  1350        0.22    0.0524510178          3  0.2514650
## INFO  [12:38:07.957] [bbotk]  1351        0.00    0.0601661413          2  0.1736263
## INFO  [12:38:07.957] [bbotk]  1352        0.00    0.0596882071          2  0.1741042
## INFO  [12:38:07.957] [bbotk]  1353        0.32    0.0634273656          6  0.2570444
## INFO  [12:38:07.957] [bbotk]  1354        0.27    0.1670956834          5  0.2441785
## INFO  [12:38:07.957] [bbotk]  1355        0.02    0.0034595942          2  0.2028782
## INFO  [12:38:07.957] [bbotk]  1356        0.22    0.1169191851          6  0.2776728
## INFO  [12:38:07.957] [bbotk]  1357        0.02    0.0025818514          1  0.2020005
## INFO  [12:38:07.957] [bbotk]  1358        0.02    0.0742831117          5  0.1665908
## INFO  [12:38:07.957] [bbotk]  1359        0.02    0.0589698155          2  0.1751152
## INFO  [12:38:07.957] [bbotk]  1360        0.12    0.0280600299          3  0.2274787
## INFO  [12:38:08.328] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:38:08.550] [bbotk] Result of batch 69:
## INFO  [12:38:08.560] [bbotk]  stroke heatF laneF heatP laneP   pointP reactiontimeP swimtimeP daytimeP
## INFO  [12:38:08.560] [bbotk]    FREE     1     5     4     5 967.7703     0.7700000  467.8700 1030.000
## INFO  [12:38:08.560] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:08.560] [bbotk]  MEDLEY     1     7     4     5 902.0000     0.7700000  467.8700 1612.025
## INFO  [12:38:08.560] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:08.560] [bbotk]    FREE    10     5    11     5 902.0000     0.7700000  418.9036 1030.000
## INFO  [12:38:08.560] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  400.1565 1629.281
## INFO  [12:38:08.560] [bbotk]  MEDLEY     1     2     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:08.560] [bbotk]    BACK     3     5     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:08.560] [bbotk]    FREE     3     7     4     5 863.3948     0.7523447  467.8700 1030.000
## INFO  [12:38:08.560] [bbotk]    FREE     1     7     4     5 934.0091     0.7700000  467.8700 1030.000
## INFO  [12:38:08.560] [bbotk]    FREE     1     7     4     5 950.2981     0.7913293  467.8700 1030.000
## INFO  [12:38:08.560] [bbotk]    FREE     1     6     7     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:08.560] [bbotk]    FREE     1     5     4     2 902.0000     0.7700000  586.3959 1030.000
## INFO  [12:38:08.560] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:08.560] [bbotk]    FREE     6     7     4     3 902.0192     0.7700000  467.8700 1030.000
## INFO  [12:38:08.560] [bbotk]    FREE    11     5     8     5 902.1802     0.7700000  742.6340 1030.000
## INFO  [12:38:08.560] [bbotk]    FREE     1     5     4     0 898.8551     0.7700000  467.8700 1030.000
## INFO  [12:38:08.560] [bbotk]    FREE     1     1     4     5 902.0000     0.7700000  805.1849 1030.000
## INFO  [12:38:08.560] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:08.560] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  621.0416 1030.000
## INFO  [12:38:08.560] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:38:08.560] [bbotk]         29.24188          29.61000         30.24000         26.85000  69  NA
## INFO  [12:38:08.560] [bbotk]         29.24188          29.61000         30.24000         26.85000  69  NA
## INFO  [12:38:08.560] [bbotk]         29.24188          21.59379         39.62619         26.85000  69  NA
## INFO  [12:38:08.560] [bbotk]         29.24188          29.61000         30.24000         26.85000  69  NA
## INFO  [12:38:08.560] [bbotk]         29.24188          24.55176         22.62343         26.85000  69  NA
## INFO  [12:38:08.560] [bbotk]         29.24188          29.61000         30.24000         26.85000  69  NA
## INFO  [12:38:08.560] [bbotk]         29.37671          29.61000         30.24000         26.85000  69  NA
## INFO  [12:38:08.560] [bbotk]         29.24188          29.61000         30.24000         31.89278  69  NA
## INFO  [12:38:08.560] [bbotk]         29.24188          29.61000         30.24000         26.85000  69  NA
## INFO  [12:38:08.560] [bbotk]         29.65534          29.61000         30.24000         26.85000  69  NA
## INFO  [12:38:08.560] [bbotk]         29.24188          29.61000         30.24000         26.85000  69  NA
## INFO  [12:38:08.560] [bbotk]         28.43652          29.61000         27.42405         26.85000  69  NA
## INFO  [12:38:08.560] [bbotk]         27.67520          29.61000         23.17184         26.85000  69  NA
## INFO  [12:38:08.560] [bbotk]         29.36186          29.61000         30.24000         26.85000  69  NA
## INFO  [12:38:08.560] [bbotk]         29.38450          31.14804         33.50614         26.85000  69  NA
## INFO  [12:38:08.560] [bbotk]         33.01598          29.61000         26.11632         26.85000  69  NA
## INFO  [12:38:08.560] [bbotk]         22.54832          29.61000         30.24000         27.68458  69  NA
## INFO  [12:38:08.560] [bbotk]         29.56926          32.14788         30.24000         26.85000  69  NA
## INFO  [12:38:08.560] [bbotk]         29.65772          29.61000         30.24000         26.85000  69  NA
## INFO  [12:38:08.560] [bbotk]         27.37262          29.61000         30.24000         26.85000  69  NA
## INFO  [12:38:08.560] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:38:08.560] [bbotk]  1361        0.00      0.08212981          2  0.1755962
## INFO  [12:38:08.560] [bbotk]  1362        0.07      0.00000000          0  0.1994186
## INFO  [12:38:08.560] [bbotk]  1363        0.22      0.15430215          4  0.3281669
## INFO  [12:38:08.560] [bbotk]  1364        0.02      0.05882353          1  0.1749689
## INFO  [12:38:08.560] [bbotk]  1365        0.27      0.22284505          6  0.2995912
## INFO  [12:38:08.560] [bbotk]  1366        0.00      0.09920633          3  0.2048432
## INFO  [12:38:08.560] [bbotk]  1367        0.22      0.11819958          3  0.1999712
## INFO  [12:38:08.560] [bbotk]  1368        0.02      0.20184561          4  0.2938376
## INFO  [12:38:08.560] [bbotk]  1369        0.12      0.07538848          3  0.2690374
## INFO  [12:38:08.560] [bbotk]  1370        0.00      0.01303698          2  0.2096207
## INFO  [12:38:08.560] [bbotk]  1371        0.02      0.02060003          2  0.2171838
## INFO  [12:38:08.560] [bbotk]  1372        0.27      0.12972072          4  0.1996385
## INFO  [12:38:08.560] [bbotk]  1373        0.37      0.15342297          5  0.2260931
## INFO  [12:38:08.560] [bbotk]  1374        0.00      0.05931521          2  0.1744772
## INFO  [12:38:08.560] [bbotk]  1375        0.17      0.13437837          6  0.2949483
## INFO  [12:38:08.560] [bbotk]  1376        0.12      0.22184964          7  0.3012089
## INFO  [12:38:08.560] [bbotk]  1377        0.07      0.15038973          5  0.2327207
## INFO  [12:38:08.560] [bbotk]  1378        0.22      0.09087834          4  0.2314734
## INFO  [12:38:08.560] [bbotk]  1379        0.00      0.06052757          2  0.1732648
## INFO  [12:38:08.560] [bbotk]  1380        0.07      0.07596124          3  0.1878618
## INFO  [12:38:08.862] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:38:09.061] [bbotk] Result of batch 70:
## INFO  [12:38:09.069] [bbotk]  stroke heatF laneF heatP laneP   pointP reactiontimeP swimtimeP daytimeP
## INFO  [12:38:09.069] [bbotk]     FLY     1     9     2     5 902.0000     0.7632791  399.9120 1030.000
## INFO  [12:38:09.069] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:09.069] [bbotk]    FREE     1     7     4     5 893.8963     0.7700000  467.8700 1030.000
## INFO  [12:38:09.069] [bbotk]    FREE     9     7     4     5 902.0000     0.7700000  467.8700 1844.249
## INFO  [12:38:09.069] [bbotk]    FREE     5     2     6     7 981.0701     0.7700000  467.8700 1030.000
## INFO  [12:38:09.069] [bbotk]    FREE     1     7     4     5 901.5713     0.7700000  467.8700 1030.000
## INFO  [12:38:09.069] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:09.069] [bbotk]    FREE     1     7     4     5 918.6832     0.7700000  467.8700 1030.000
## INFO  [12:38:09.069] [bbotk]    FREE     1     6     7     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:09.069] [bbotk]    FREE     1     5     4     5 876.7176     0.7700000  192.2758 1030.000
## INFO  [12:38:09.069] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:09.069] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:09.069] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:09.069] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:09.069] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:09.069] [bbotk]    BACK     1     9     2     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:09.069] [bbotk]    BACK     6     7     4     3 902.0000     0.7700000  467.8700 1262.133
## INFO  [12:38:09.069] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:09.069] [bbotk]  MEDLEY     1     4     6     5 963.3900     0.7462452  467.8700 1766.401
## INFO  [12:38:09.069] [bbotk]    FREE     1     7     4     5 976.1181     0.7700000  467.8700 1057.294
## INFO  [12:38:09.069] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:38:09.069] [bbotk]         29.24188          29.61000         30.24000         26.85000  70  NA
## INFO  [12:38:09.069] [bbotk]         29.71008          29.61000         30.24000         26.85000  70  NA
## INFO  [12:38:09.069] [bbotk]         28.73007          29.61000         30.24000         26.85000  70  NA
## INFO  [12:38:09.069] [bbotk]         25.55313          29.61000         24.39788         26.85000  70  NA
## INFO  [12:38:09.069] [bbotk]         29.24188          29.61000         30.24000         26.60959  70  NA
## INFO  [12:38:09.069] [bbotk]         29.24188          29.61000         30.24000         26.85000  70  NA
## INFO  [12:38:09.069] [bbotk]         29.24188          29.61000         30.24000         26.85000  70  NA
## INFO  [12:38:09.069] [bbotk]         29.24188          29.61000         38.24697         26.85000  70  NA
## INFO  [12:38:09.069] [bbotk]         31.99493          35.51873         30.24000         25.44960  70  NA
## INFO  [12:38:09.069] [bbotk]         31.64201          29.61000         30.24000         26.85000  70  NA
## INFO  [12:38:09.069] [bbotk]         29.24188          29.61000         30.24000         26.85000  70  NA
## INFO  [12:38:09.069] [bbotk]         29.24188          29.61000         30.24000         26.85000  70  NA
## INFO  [12:38:09.069] [bbotk]         29.24188          29.61000         30.24000         26.85000  70  NA
## INFO  [12:38:09.069] [bbotk]         29.65772          29.61000         30.24000         26.85000  70  NA
## INFO  [12:38:09.069] [bbotk]         29.68777          29.61000         30.24000         26.85000  70  NA
## INFO  [12:38:09.069] [bbotk]         29.24188          29.61000         33.80486         24.47578  70  NA
## INFO  [12:38:09.069] [bbotk]         29.24188          29.37833         30.24000         26.85000  70  NA
## INFO  [12:38:09.069] [bbotk]         29.65534          29.61000         30.24000         26.85000  70  NA
## INFO  [12:38:09.069] [bbotk]         29.24188          29.61000         37.87883         26.85000  70  NA
## INFO  [12:38:09.069] [bbotk]         29.24188          29.61000         40.20463         26.85000  70  NA
## INFO  [12:38:09.069] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:38:09.069] [bbotk]  1381        0.22    0.1817738720          5  0.2301459
## INFO  [12:38:09.069] [bbotk]  1382        0.00    0.0607421427          2  0.1730503
## INFO  [12:38:09.069] [bbotk]  1383        0.12    0.0049688755          2  0.2039829
## INFO  [12:38:09.069] [bbotk]  1384        0.22    0.1413167722          4  0.3149930
## INFO  [12:38:09.069] [bbotk]  1385        0.17    0.2645230330          6  0.2827241
## INFO  [12:38:09.069] [bbotk]  1386        0.07    0.0001519304          1  0.1995706
## INFO  [12:38:09.069] [bbotk]  1387        0.07    0.0000000000          0  0.1994186
## INFO  [12:38:09.069] [bbotk]  1388        0.12    0.0308587665          2  0.2274425
## INFO  [12:38:09.069] [bbotk]  1389        0.27    0.1588869936          5  0.2330258
## INFO  [12:38:09.069] [bbotk]  1390        0.02    0.0946709246          4  0.1932471
## INFO  [12:38:09.069] [bbotk]  1391        0.02    0.0588235294          1  0.1749689
## INFO  [12:38:09.069] [bbotk]  1392        0.07    0.0000000000          0  0.1994186
## INFO  [12:38:09.069] [bbotk]  1393        0.02    0.0588235294          1  0.1749689
## INFO  [12:38:09.069] [bbotk]  1394        0.00    0.0605275741          2  0.1732648
## INFO  [12:38:09.069] [bbotk]  1395        0.00    0.0606507170          2  0.1731417
## INFO  [12:38:09.069] [bbotk]  1396        0.22    0.1995244115          5  0.2793838
## INFO  [12:38:09.069] [bbotk]  1397        0.22    0.1913883155          5  0.3433845
## INFO  [12:38:09.069] [bbotk]  1398        0.00    0.0605178079          2  0.1732746
## INFO  [12:38:09.069] [bbotk]  1399        0.02    0.2703801293          7  0.2958819
## INFO  [12:38:09.069] [bbotk]  1400        0.07    0.0589591256          3  0.2555429
## INFO  [12:38:09.381] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:38:09.613] [bbotk] Result of batch 71:
## INFO  [12:38:09.624] [bbotk]  stroke heatF laneF heatP laneP   pointP reactiontimeP swimtimeP  daytimeP
## INFO  [12:38:09.624] [bbotk]    FREE     4     7     4     5 902.0000     0.7700000  467.8700 1136.2108
## INFO  [12:38:09.624] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:38:09.624] [bbotk]    FREE     8     7     7     5 902.0000     0.7529816  467.8700 1030.0000
## INFO  [12:38:09.624] [bbotk]    FREE     1     3     4     5 902.4318     0.7700000  467.8700  984.4165
## INFO  [12:38:09.624] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:38:09.624] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:38:09.624] [bbotk]    FREE     1     7     4     5 934.0091     0.7700000  467.8700 1030.0000
## INFO  [12:38:09.624] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:38:09.624] [bbotk]    FREE     4     5     1     5 902.0000     0.7780492  364.6681 1030.0000
## INFO  [12:38:09.624] [bbotk]  MEDLEY    10     3     4     5 902.0000     0.7691783  467.8700 1030.0000
## INFO  [12:38:09.624] [bbotk]  MEDLEY     1     7    12     5 902.0000     0.7700000  467.8700 1105.8963
## INFO  [12:38:09.624] [bbotk]    FREE     1     5    12     5 902.0000     0.7700000  467.8700 1099.8967
## INFO  [12:38:09.624] [bbotk]    BACK     1     7     3     8 902.0000     0.7587037  467.8700 1030.0000
## INFO  [12:38:09.624] [bbotk]    FREE     6     5     4     9 882.5200     0.7181827  467.8700 1584.2996
## INFO  [12:38:09.624] [bbotk]    FREE     1     7     4     5 902.0000     0.7799020  467.8700 1030.0000
## INFO  [12:38:09.624] [bbotk]     FLY     1     7     4     5 950.2981     0.7913293  498.4331 1057.2942
## INFO  [12:38:09.624] [bbotk]    FREE     1     7     4     9 902.0000     0.7700000  634.3171 1030.0000
## INFO  [12:38:09.624] [bbotk]    FREE     1     7     4     6 890.0558     0.7700000  467.8700 1030.0000
## INFO  [12:38:09.624] [bbotk]  BREAST     1     5     4     8 902.0000     0.7700000  525.6213 1030.0000
## INFO  [12:38:09.624] [bbotk]    BACK     1     1     4     5 902.0000     0.7452929  467.8700 1391.8788
## INFO  [12:38:09.624] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:38:09.624] [bbotk]         29.24188          23.46281         30.24000         26.85000  71  NA
## INFO  [12:38:09.624] [bbotk]         29.44819          29.61000         30.24000         26.85000  71  NA
## INFO  [12:38:09.624] [bbotk]         29.56926          29.61000         39.53033         26.85000  71  NA
## INFO  [12:38:09.624] [bbotk]         29.24188          29.61000         30.24000         27.30009  71  NA
## INFO  [12:38:09.624] [bbotk]         29.24188          29.61000         30.24000         26.85000  71  NA
## INFO  [12:38:09.624] [bbotk]         29.24188          29.61000         30.24000         26.85000  71  NA
## INFO  [12:38:09.624] [bbotk]         29.24188          29.61000         30.24000         26.85000  71  NA
## INFO  [12:38:09.624] [bbotk]         29.65772          29.61000         30.24000         26.85000  71  NA
## INFO  [12:38:09.624] [bbotk]         29.24188          29.61000         30.24000         26.85000  71  NA
## INFO  [12:38:09.624] [bbotk]         29.24188          29.61000         30.24000         21.89922  71  NA
## INFO  [12:38:09.624] [bbotk]         33.38666          29.61000         30.24000         23.05661  71  NA
## INFO  [12:38:09.624] [bbotk]         29.24188          29.61000         30.24000         26.85000  71  NA
## INFO  [12:38:09.624] [bbotk]         29.82168          29.61000         23.54057         26.85000  71  NA
## INFO  [12:38:09.624] [bbotk]         29.26534          24.20636         30.24000         32.07422  71  NA
## INFO  [12:38:09.624] [bbotk]         30.15334          31.50052         32.24664         26.85000  71  NA
## INFO  [12:38:09.624] [bbotk]         27.81387          21.59347         30.24000         26.85000  71  NA
## INFO  [12:38:09.624] [bbotk]         23.37046          29.61000         30.24000         26.85000  71  NA
## INFO  [12:38:09.624] [bbotk]         29.65772          27.48529         33.02064         32.82972  71  NA
## INFO  [12:38:09.624] [bbotk]         21.49409          36.39030         30.24000         26.85000  71  NA
## INFO  [12:38:09.624] [bbotk]         29.65534          29.61000         30.24000         26.85000  71  NA
## INFO  [12:38:09.624] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:38:09.624] [bbotk]  1401        0.17     0.089074475          3  0.2873686
## INFO  [12:38:09.624] [bbotk]  1402        0.00     0.059668974          2  0.1741234
## INFO  [12:38:09.624] [bbotk]  1403        0.02     0.150714862          5  0.2857484
## INFO  [12:38:09.624] [bbotk]  1404        0.17     0.063994369          4  0.1974876
## INFO  [12:38:09.624] [bbotk]  1405        0.02     0.058823529          1  0.1749689
## INFO  [12:38:09.624] [bbotk]  1406        0.02     0.058823529          1  0.1749689
## INFO  [12:38:09.624] [bbotk]  1407        0.02     0.011342702          1  0.2079265
## INFO  [12:38:09.624] [bbotk]  1408        0.02     0.001704045          1  0.2011227
## INFO  [12:38:09.624] [bbotk]  1409        0.07     0.184171723          5  0.2649289
## INFO  [12:38:09.624] [bbotk]  1410        0.22     0.201516920          5  0.3315253
## INFO  [12:38:09.624] [bbotk]  1411        0.17     0.158303267          5  0.2969862
## INFO  [12:38:09.624] [bbotk]  1412        0.00     0.121868386          3  0.2036400
## INFO  [12:38:09.624] [bbotk]  1413        0.17     0.201565403          6  0.2786703
## INFO  [12:38:09.624] [bbotk]  1414        0.17     0.272654072          9  0.3539452
## INFO  [12:38:09.624] [bbotk]  1415        0.02     0.018935665          4  0.2161444
## INFO  [12:38:09.624] [bbotk]  1416        0.22     0.119899835          7  0.3149544
## INFO  [12:38:09.624] [bbotk]  1417        0.17     0.093182645          3  0.2733183
## INFO  [12:38:09.624] [bbotk]  1418        0.32     0.111752119          6  0.1949212
## INFO  [12:38:09.624] [bbotk]  1419        0.22     0.238084234          6  0.3204152
## INFO  [12:38:09.624] [bbotk]  1420        0.17     0.145233676          5  0.2777546
## INFO  [12:38:09.940] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:38:10.147] [bbotk] Result of batch 72:
## INFO  [12:38:10.155] [bbotk]  stroke heatF laneF heatP laneP   pointP reactiontimeP swimtimeP daytimeP
## INFO  [12:38:10.155] [bbotk]    FREE     2     5     4     5 902.0000     0.7700000  467.8700 1870.420
## INFO  [12:38:10.155] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:10.155] [bbotk]    FREE     1     5     4     3 902.0000     0.7700000  961.8449 1030.000
## INFO  [12:38:10.155] [bbotk]    BACK     1     5     4     5 902.0000     0.7700000  749.2246 1030.000
## INFO  [12:38:10.155] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:10.155] [bbotk]    FREE     1     7     1     1 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:10.155] [bbotk]    FREE     1     7     4     9 928.9097     0.7700000  584.6623 1495.694
## INFO  [12:38:10.155] [bbotk]     FLY     1     6     4     5 902.0000     0.7700000  467.8700 1198.573
## INFO  [12:38:10.155] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:10.155] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:10.155] [bbotk]    FREE     1     7     4     5 986.3123     0.7718062  369.0898 1030.000
## INFO  [12:38:10.155] [bbotk]     FLY    11     7    12     5 962.2808     0.7700000  467.8700 1030.000
## INFO  [12:38:10.155] [bbotk]    FREE     2     7     4     2 902.0000     0.7700000  588.6079 1030.000
## INFO  [12:38:10.155] [bbotk]    FREE     3     5     4     7 950.2981     0.8243916  467.8700 1851.346
## INFO  [12:38:10.155] [bbotk]    FREE    10     7     4     5 902.0000     0.7339654  467.8700 1030.000
## INFO  [12:38:10.155] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:10.155] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:10.155] [bbotk]    FREE     8     7     4     5 910.4069     0.7743760  467.8700 1030.000
## INFO  [12:38:10.155] [bbotk]    FREE     1     5     4     5 899.0596     0.7700000  467.8700 1030.000
## INFO  [12:38:10.155] [bbotk]    FREE     1     3    12     5 977.8847     0.7700000  467.8700 1178.614
## INFO  [12:38:10.155] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:38:10.155] [bbotk]         29.65534          26.93833         30.24000         26.85000  72  NA
## INFO  [12:38:10.155] [bbotk]         29.40573          29.61000         30.24000         26.85000  72  NA
## INFO  [12:38:10.155] [bbotk]         25.08903          31.61298         30.24000         26.85000  72  NA
## INFO  [12:38:10.155] [bbotk]         29.38916          29.61000         22.45951         26.85000  72  NA
## INFO  [12:38:10.155] [bbotk]         29.24188          29.61000         30.24000         26.85000  72  NA
## INFO  [12:38:10.155] [bbotk]         23.75582          29.61000         30.24000         26.85000  72  NA
## INFO  [12:38:10.155] [bbotk]         29.57846          29.61000         30.24000         30.83367  72  NA
## INFO  [12:38:10.155] [bbotk]         29.24188          24.66619         30.24000         31.65444  72  NA
## INFO  [12:38:10.155] [bbotk]         29.24188          29.61000         30.24000         26.85000  72  NA
## INFO  [12:38:10.155] [bbotk]         32.26790          29.61000         25.71059         26.85000  72  NA
## INFO  [12:38:10.155] [bbotk]         29.24188          29.61000         30.24000         26.85000  72  NA
## INFO  [12:38:10.155] [bbotk]         27.82811          29.61000         35.45719         26.85000  72  NA
## INFO  [12:38:10.155] [bbotk]         29.24188          29.61000         30.24000         26.85000  72  NA
## INFO  [12:38:10.155] [bbotk]         29.24188          29.61000         30.63484         26.85000  72  NA
## INFO  [12:38:10.155] [bbotk]         29.24188          28.55625         39.87887         26.85000  72  NA
## INFO  [12:38:10.155] [bbotk]         29.46030          29.61000         30.24000         26.85000  72  NA
## INFO  [12:38:10.155] [bbotk]         29.52668          29.61000         30.24000         26.85000  72  NA
## INFO  [12:38:10.155] [bbotk]         29.34509          31.81529         36.74386         28.53255  72  NA
## INFO  [12:38:10.155] [bbotk]         29.69697          29.61000         30.24000         26.85000  72  NA
## INFO  [12:38:10.155] [bbotk]         29.24188          29.61000         30.24000         26.85000  72  NA
## INFO  [12:38:10.155] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:38:10.155] [bbotk]  1421        0.07    0.1804571963          5  0.2827055
## INFO  [12:38:10.155] [bbotk]  1422        0.00    0.0594949758          2  0.1742974
## INFO  [12:38:10.155] [bbotk]  1423        0.12    0.1729973880          5  0.2265483
## INFO  [12:38:10.155] [bbotk]  1424        0.12    0.1599015146          5  0.2705950
## INFO  [12:38:10.155] [bbotk]  1425        0.02    0.0588235294          1  0.1749689
## INFO  [12:38:10.155] [bbotk]  1426        0.02    0.1401276505          3  0.2726700
## INFO  [12:38:10.155] [bbotk]  1427        0.07    0.1251360006          6  0.2509682
## INFO  [12:38:10.155] [bbotk]  1428        0.17    0.1711737351          5  0.2973675
## INFO  [12:38:10.155] [bbotk]  1429        0.07    0.0000000000          0  0.1994186
## INFO  [12:38:10.155] [bbotk]  1430        0.12    0.0265120445          2  0.2242482
## INFO  [12:38:10.155] [bbotk]  1431        0.02    0.0362842349          3  0.2327702
## INFO  [12:38:10.155] [bbotk]  1432        0.02    0.2198798929          6  0.3572355
## INFO  [12:38:10.155] [bbotk]  1433        0.27    0.1251180555          3  0.2589173
## INFO  [12:38:10.155] [bbotk]  1434        0.17    0.2533073412          7  0.3158882
## INFO  [12:38:10.155] [bbotk]  1435        0.27    0.0988289528          4  0.2853471
## INFO  [12:38:10.155] [bbotk]  1436        0.02    0.0008950432          1  0.2003137
## INFO  [12:38:10.155] [bbotk]  1437        0.02    0.0011670562          1  0.2005857
## INFO  [12:38:10.155] [bbotk]  1438        0.02    0.1002221376          7  0.2828185
## INFO  [12:38:10.155] [bbotk]  1439        0.00    0.0617303840          3  0.1741460
## INFO  [12:38:10.155] [bbotk]  1440        0.00    0.1535128131          4  0.2228188
## INFO  [12:38:10.448] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:38:10.662] [bbotk] Result of batch 73:
## INFO  [12:38:10.672] [bbotk]  stroke heatF laneF heatP laneP    pointP reactiontimeP swimtimeP daytimeP
## INFO  [12:38:10.672] [bbotk]    FREE     7     5     4     5  934.0091     0.7425936 630.49571 1030.000
## INFO  [12:38:10.672] [bbotk]    FREE     1     7     4     5  958.9429     0.7760936 305.49719 1030.000
## INFO  [12:38:10.672] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:10.672] [bbotk]     FLY     1     1     9     5  902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:10.672] [bbotk]    FREE     1     5     4     5  935.2131     0.7700000 467.87000 1030.000
## INFO  [12:38:10.672] [bbotk]    FREE     1     5     4     5  910.2545     0.7700000 467.87000 1030.000
## INFO  [12:38:10.672] [bbotk]  BREAST    10     7     4     5  999.2940     0.7700000 272.62358 1030.000
## INFO  [12:38:10.672] [bbotk]    FREE     1     7     9     5  990.0962     0.7700000 467.87000 1030.000
## INFO  [12:38:10.672] [bbotk]    FREE    10     7     9     5  885.7842     0.7700000  24.23934 1030.000
## INFO  [12:38:10.672] [bbotk]    FREE     1     7     4     5  869.8992     0.8082944 467.87000 1072.315
## INFO  [12:38:10.672] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:10.672] [bbotk]    FREE     1     9     4     5  902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:10.672] [bbotk]    FREE     4     7     4     4  902.0000     0.7923188 467.87000 1030.000
## INFO  [12:38:10.672] [bbotk]    FREE     1     7     3     9 1013.7245     0.7700000 467.87000 1030.000
## INFO  [12:38:10.672] [bbotk]     FLY     1     7     4     5  902.4318     0.7700000 467.87000 1237.217
## INFO  [12:38:10.672] [bbotk]    FREE     1     8     4     5  902.0000     0.7681658 464.88185 1030.000
## INFO  [12:38:10.672] [bbotk]    FREE     1     5     4     5  950.2981     0.7700000 467.87000 1030.000
## INFO  [12:38:10.672] [bbotk]    FREE     6     5     4     5  975.6171     0.7700000 467.87000 1535.785
## INFO  [12:38:10.672] [bbotk]    FREE     1     6     4     2  902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:10.672] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:10.672] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:38:10.672] [bbotk]         29.10510          21.59986         30.24000         26.85000  73  NA
## INFO  [12:38:10.672] [bbotk]         27.88384          23.02164         30.24000         26.85000  73  NA
## INFO  [12:38:10.672] [bbotk]         29.55554          29.61000         30.24000         26.85000  73  NA
## INFO  [12:38:10.672] [bbotk]         33.40399          29.61000         30.24000         31.85730  73  NA
## INFO  [12:38:10.672] [bbotk]         27.29427          23.97816         36.95964         26.85000  73  NA
## INFO  [12:38:10.672] [bbotk]         29.39917          29.61000         30.24000         26.85000  73  NA
## INFO  [12:38:10.672] [bbotk]         31.37700          29.61000         30.24000         26.85000  73  NA
## INFO  [12:38:10.672] [bbotk]         29.44819          29.61000         30.24000         32.97427  73  NA
## INFO  [12:38:10.672] [bbotk]         21.93796          33.53186         30.24000         26.85000  73  NA
## INFO  [12:38:10.672] [bbotk]         29.24188          32.07272         30.24000         26.85000  73  NA
## INFO  [12:38:10.672] [bbotk]         29.24188          29.61000         30.24000         26.85000  73  NA
## INFO  [12:38:10.672] [bbotk]         29.56952          29.61000         30.24000         28.99024  73  NA
## INFO  [12:38:10.672] [bbotk]         29.24188          29.61000         30.24000         26.85000  73  NA
## INFO  [12:38:10.672] [bbotk]         29.24188          29.61000         30.24000         27.80960  73  NA
## INFO  [12:38:10.672] [bbotk]         29.40573          29.61000         30.24000         26.85000  73  NA
## INFO  [12:38:10.672] [bbotk]         29.24188          29.61000         38.97958         26.85000  73  NA
## INFO  [12:38:10.672] [bbotk]         29.24188          31.95572         30.24000         26.85000  73  NA
## INFO  [12:38:10.672] [bbotk]         29.24188          29.61000         30.24000         26.85000  73  NA
## INFO  [12:38:10.672] [bbotk]         29.24188          29.61000         30.24000         26.85000  73  NA
## INFO  [12:38:10.672] [bbotk]         29.62194          29.61000         30.24000         26.85000  73  NA
## INFO  [12:38:10.672] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:38:10.672] [bbotk]  1441        0.07      0.17515165          7  0.2643732
## INFO  [12:38:10.672] [bbotk]  1442        0.17      0.06233325          5  0.2572901
## INFO  [12:38:10.672] [bbotk]  1443        0.00      0.06010886          2  0.1736836
## INFO  [12:38:10.672] [bbotk]  1444        0.12      0.21872253          5  0.2987191
## INFO  [12:38:10.672] [bbotk]  1445        0.12      0.12134795          5  0.2035980
## INFO  [12:38:10.672] [bbotk]  1446        0.00      0.06239315          3  0.1713993
## INFO  [12:38:10.672] [bbotk]  1447        0.07      0.17295468          5  0.3045127
## INFO  [12:38:10.672] [bbotk]  1448        0.00      0.12170367          4  0.2594639
## INFO  [12:38:10.672] [bbotk]  1449        0.32      0.19598145          6  0.3360741
## INFO  [12:38:10.672] [bbotk]  1450        0.12      0.02973751          4  0.2291561
## INFO  [12:38:10.672] [bbotk]  1451        0.02      0.05882353          1  0.1749689
## INFO  [12:38:10.672] [bbotk]  1452        0.17      0.07093572          3  0.2115308
## INFO  [12:38:10.672] [bbotk]  1453        0.02      0.12129392          3  0.2565480
## INFO  [12:38:10.672] [bbotk]  1454        0.07      0.16206624          4  0.2861512
## INFO  [12:38:10.672] [bbotk]  1455        0.12      0.07216265          4  0.2712752
## INFO  [12:38:10.672] [bbotk]  1456        0.27      0.08653763          4  0.2264355
## INFO  [12:38:10.672] [bbotk]  1457        0.00      0.08503419          3  0.1636881
## INFO  [12:38:10.672] [bbotk]  1458        0.00      0.17428015          4  0.2572380
## INFO  [12:38:10.672] [bbotk]  1459        0.42      0.11764706          2  0.1917859
## INFO  [12:38:10.672] [bbotk]  1460        0.00      0.06038093          2  0.1734115
## INFO  [12:38:10.960] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:38:11.153] [bbotk] Result of batch 74:
## INFO  [12:38:11.163] [bbotk]  stroke heatF laneF heatP laneP   pointP reactiontimeP swimtimeP  daytimeP
## INFO  [12:38:11.163] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000 467.87000 1030.0000
## INFO  [12:38:11.163] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000 467.87000 1030.0000
## INFO  [12:38:11.163] [bbotk]    FREE     1     3     4     1 937.1445     0.7700000 253.54892  993.1747
## INFO  [12:38:11.163] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000 467.87000 1030.0000
## INFO  [12:38:11.163] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000 467.87000 1030.0000
## INFO  [12:38:11.163] [bbotk]    FREE     1     7     4     5 902.0000     0.7931250  22.24654 1030.0000
## INFO  [12:38:11.163] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000 467.87000 1030.0000
## INFO  [12:38:11.163] [bbotk]    FREE     1     7    12     5 934.0091     0.7700000 467.87000 1594.6163
## INFO  [12:38:11.163] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000 467.87000 1030.0000
## INFO  [12:38:11.163] [bbotk]    FREE     3     7     2     5 902.0000     0.7700000 467.87000 1030.0000
## INFO  [12:38:11.163] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000 467.87000 1030.0000
## INFO  [12:38:11.163] [bbotk]    FREE     1     7     3     5 902.0000     0.7700000 467.87000 1030.0000
## INFO  [12:38:11.163] [bbotk]     FLY     1     7     5     5 903.4270     0.8042825  36.36059 1030.0000
## INFO  [12:38:11.163] [bbotk]    FREE     1     7     7     5 929.0461     0.7700000 467.87000 1030.0000
## INFO  [12:38:11.163] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000 467.87000 1030.0000
## INFO  [12:38:11.163] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000 467.87000 1030.0000
## INFO  [12:38:11.163] [bbotk]    FREE     8     7     4     5 902.0000     0.7700000 467.87000 1030.0000
## INFO  [12:38:11.163] [bbotk]    FREE     1     0    11     5 902.0000     0.7700000 145.20029 1296.7970
## INFO  [12:38:11.163] [bbotk]  BREAST     1     7     4     2 902.0000     0.7700000 467.87000 1030.0000
## INFO  [12:38:11.163] [bbotk]    FREE     1     7     4     5 997.4728     0.7418224  27.59313 1464.3330
## INFO  [12:38:11.163] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:38:11.163] [bbotk]         29.33222          29.61000         30.24000         26.85000  74  NA
## INFO  [12:38:11.163] [bbotk]         29.37092          29.61000         30.24000         26.85000  74  NA
## INFO  [12:38:11.163] [bbotk]         29.24188          29.61000         30.24000         23.52220  74  NA
## INFO  [12:38:11.163] [bbotk]         29.64904          29.61000         30.24000         26.85000  74  NA
## INFO  [12:38:11.163] [bbotk]         29.45456          29.61000         30.24000         26.85000  74  NA
## INFO  [12:38:11.163] [bbotk]         29.24188          31.25931         23.83725         31.46158  74  NA
## INFO  [12:38:11.163] [bbotk]         29.37414          29.61000         30.24000         26.85000  74  NA
## INFO  [12:38:11.163] [bbotk]         29.65534          29.61000         30.24000         26.85000  74  NA
## INFO  [12:38:11.163] [bbotk]         29.59180          29.61000         30.24000         26.85000  74  NA
## INFO  [12:38:11.163] [bbotk]         29.24188          29.61000         30.24000         26.85000  74  NA
## INFO  [12:38:11.163] [bbotk]         29.24188          29.61000         30.24000         26.85000  74  NA
## INFO  [12:38:11.163] [bbotk]         29.38916          29.61000         35.03624         23.99234  74  NA
## INFO  [12:38:11.163] [bbotk]         28.30207          25.54590         30.24000         25.59474  74  NA
## INFO  [12:38:11.163] [bbotk]         22.82403          29.61000         29.70173         26.85000  74  NA
## INFO  [12:38:11.163] [bbotk]         33.48098          25.59862         30.24000         26.85000  74  NA
## INFO  [12:38:11.163] [bbotk]         29.40573          29.61000         30.24000         26.85000  74  NA
## INFO  [12:38:11.163] [bbotk]         29.43990          32.75595         30.24000         26.85000  74  NA
## INFO  [12:38:11.163] [bbotk]         29.62194          29.61000         26.10781         26.85000  74  NA
## INFO  [12:38:11.163] [bbotk]         29.59960          29.61000         34.72240         23.06349  74  NA
## INFO  [12:38:11.163] [bbotk]         29.24188          29.61000         30.24000         26.85000  74  NA
## INFO  [12:38:11.163] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:38:11.163] [bbotk]  1461        0.00    0.0591937550          2  0.1745987
## INFO  [12:38:11.163] [bbotk]  1462        0.02    0.0005288174          1  0.1999475
## INFO  [12:38:11.163] [bbotk]  1463        0.32    0.1623318720          6  0.2279348
## INFO  [12:38:11.163] [bbotk]  1464        0.02    0.0016684799          1  0.2010871
## INFO  [12:38:11.163] [bbotk]  1465        0.00    0.0596950462          2  0.1740974
## INFO  [12:38:11.163] [bbotk]  1466        0.22    0.0809022034          5  0.2744825
## INFO  [12:38:11.163] [bbotk]  1467        0.00    0.0593655271          2  0.1744269
## INFO  [12:38:11.163] [bbotk]  1468        0.00    0.1059598171          4  0.2437201
## INFO  [12:38:11.163] [bbotk]  1469        0.02    0.0014339040          1  0.2008525
## INFO  [12:38:11.163] [bbotk]  1470        0.02    0.1176470588          2  0.2582422
## INFO  [12:38:11.163] [bbotk]  1471        0.02    0.0588235294          1  0.1749689
## INFO  [12:38:11.163] [bbotk]  1472        0.12    0.0887500568          4  0.2274330
## INFO  [12:38:11.163] [bbotk]  1473        0.27    0.1763818603          8  0.2536030
## INFO  [12:38:11.163] [bbotk]  1474        0.02    0.0963834895          4  0.2320566
## INFO  [12:38:11.163] [bbotk]  1475        0.12    0.0917490240          3  0.1903252
## INFO  [12:38:11.163] [bbotk]  1476        0.02    0.0006714464          1  0.2000901
## INFO  [12:38:11.163] [bbotk]  1477        0.17    0.0718337931          3  0.2712524
## INFO  [12:38:11.163] [bbotk]  1478        0.12    0.1681579046          6  0.2481493
## INFO  [12:38:11.163] [bbotk]  1479        0.27    0.1521320661          5  0.2824090
## INFO  [12:38:11.163] [bbotk]  1480        0.12    0.0919101725          4  0.2791878
## INFO  [12:38:11.474] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:38:11.681] [bbotk] Result of batch 75:
## INFO  [12:38:11.690] [bbotk]  stroke heatF laneF heatP laneP   pointP reactiontimeP swimtimeP daytimeP
## INFO  [12:38:11.690] [bbotk]    FREE     8     5     8     5 870.4614     0.7861118  947.0363 1030.000
## INFO  [12:38:11.690] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:11.690] [bbotk]  BREAST     1     7     4     5 868.6559     0.7700000  467.8700 1030.000
## INFO  [12:38:11.690] [bbotk]  BREAST     1     5     9     5 902.0000     0.7700000  793.6526 1030.000
## INFO  [12:38:11.690] [bbotk]    FREE     1     5    12     5 902.0000     0.7663480  808.5725 1030.000
## INFO  [12:38:11.690] [bbotk]    FREE     1     7     4     6 946.9596     0.7700000  467.8700 1030.000
## INFO  [12:38:11.690] [bbotk]    FREE     1     8     7     5 902.0000     0.7700000  742.0504 1030.000
## INFO  [12:38:11.690] [bbotk]    FREE     1     7     9     5 902.0000     0.7700000  467.8700 1561.377
## INFO  [12:38:11.690] [bbotk]    FREE     1     7     4     5 902.4689     0.7700000  467.8700 1030.000
## INFO  [12:38:11.690] [bbotk]    FREE     1     7     4     5 902.0243     0.7700000  467.8700 1030.000
## INFO  [12:38:11.690] [bbotk]    FREE     1     3     4     5 902.0000     0.7700000  467.8700 1581.384
## INFO  [12:38:11.690] [bbotk]    FREE     1     7     4     5 919.3529     0.7700000  467.8700 1030.000
## INFO  [12:38:11.690] [bbotk]    FREE     1     5     4     3 902.0000     0.7700000  467.8700 1702.403
## INFO  [12:38:11.690] [bbotk]     FLY     1     5    10     0 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:11.690] [bbotk]  BREAST     1     7     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:11.690] [bbotk]    BACK     1     1     4     5 929.5346     0.7913293  467.8700 1030.000
## INFO  [12:38:11.690] [bbotk]    FREE     1     7     4     5 902.0000     0.7861137  495.6024 1185.407
## INFO  [12:38:11.690] [bbotk]    FREE     1     5     8     3 905.9877     0.7844178  711.6085 1112.431
## INFO  [12:38:11.690] [bbotk]    FREE     1     5     4     5 902.0000     0.7729861  906.7325 1030.000
## INFO  [12:38:11.690] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:11.690] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:38:11.690] [bbotk]         29.45456          29.61000         30.24000         26.85000  75  NA
## INFO  [12:38:11.690] [bbotk]         29.24188          29.61000         30.24000         26.85000  75  NA
## INFO  [12:38:11.690] [bbotk]         29.24188          29.61000         22.95000         22.63982  75  NA
## INFO  [12:38:11.690] [bbotk]         29.55554          29.61000         30.24000         26.85000  75  NA
## INFO  [12:38:11.690] [bbotk]         29.24188          31.55254         30.24000         32.91293  75  NA
## INFO  [12:38:11.690] [bbotk]         29.43990          29.61000         30.24000         26.85000  75  NA
## INFO  [12:38:11.690] [bbotk]         29.24188          29.61000         30.24000         25.54130  75  NA
## INFO  [12:38:11.690] [bbotk]         31.53281          29.61000         27.20533         26.85000  75  NA
## INFO  [12:38:11.690] [bbotk]         29.24188          29.61000         30.24000         26.85000  75  NA
## INFO  [12:38:11.690] [bbotk]         29.24188          29.61000         30.24000         26.85000  75  NA
## INFO  [12:38:11.690] [bbotk]         29.24188          29.61000         30.24000         26.85000  75  NA
## INFO  [12:38:11.690] [bbotk]         29.24188          29.61000         30.24000         24.69462  75  NA
## INFO  [12:38:11.690] [bbotk]         29.24188          33.56947         30.24000         26.85000  75  NA
## INFO  [12:38:11.690] [bbotk]         26.23865          23.67556         24.85892         26.85000  75  NA
## INFO  [12:38:11.690] [bbotk]         29.24188          29.61000         28.59424         25.08108  75  NA
## INFO  [12:38:11.690] [bbotk]         29.24188          31.95572         30.74651         26.85000  75  NA
## INFO  [12:38:11.690] [bbotk]         32.46274          29.04966         37.03636         26.85000  75  NA
## INFO  [12:38:11.690] [bbotk]         28.02864          22.08051         30.24000         26.85000  75  NA
## INFO  [12:38:11.690] [bbotk]         29.24188          29.61000         30.24000         28.21485  75  NA
## INFO  [12:38:11.690] [bbotk]         29.31833          29.61000         30.24000         26.85000  75  NA
## INFO  [12:38:11.690] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:38:11.690] [bbotk]  1481        0.07    2.208005e-01          7  0.2992594
## INFO  [12:38:11.690] [bbotk]  1482        0.07    0.000000e+00          0  0.1994186
## INFO  [12:38:11.690] [bbotk]  1483        0.32    1.145378e-01          4  0.3103619
## INFO  [12:38:11.690] [bbotk]  1484        0.12    1.979146e-01          5  0.2796862
## INFO  [12:38:11.690] [bbotk]  1485        0.12    1.773665e-01          6  0.2503012
## INFO  [12:38:11.690] [bbotk]  1486        0.07    7.556680e-02          3  0.1870731
## INFO  [12:38:11.690] [bbotk]  1487        0.12    1.411980e-01          4  0.2210575
## INFO  [12:38:11.690] [bbotk]  1488        0.07    1.097581e-01          4  0.2486707
## INFO  [12:38:11.690] [bbotk]  1489        0.07    1.661424e-04          1  0.1992525
## INFO  [12:38:11.690] [bbotk]  1490        0.07    8.620142e-06          1  0.1994100
## INFO  [12:38:11.690] [bbotk]  1491        0.07    9.212370e-02          2  0.2259230
## INFO  [12:38:11.690] [bbotk]  1492        0.12    1.699494e-02          2  0.2116666
## INFO  [12:38:11.690] [bbotk]  1493        0.17    1.736093e-01          4  0.2573335
## INFO  [12:38:11.690] [bbotk]  1494        0.32    2.873777e-01          7  0.3042438
## INFO  [12:38:11.690] [bbotk]  1495        0.27    7.285228e-02          3  0.2686763
## INFO  [12:38:11.690] [bbotk]  1496        0.22    1.415633e-01          6  0.2757812
## INFO  [12:38:11.690] [bbotk]  1497        0.12    5.028085e-02          6  0.2380792
## INFO  [12:38:11.690] [bbotk]  1498        0.27    2.344679e-01          9  0.2480334
## INFO  [12:38:11.690] [bbotk]  1499        0.02    9.333519e-02          4  0.1905241
## INFO  [12:38:11.690] [bbotk]  1500        0.00    5.913681e-02          2  0.1746556
## INFO  [12:38:12.008] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:38:12.206] [bbotk] Result of batch 76:
## INFO  [12:38:12.213] [bbotk]  stroke heatF laneF heatP laneP   pointP reactiontimeP swimtimeP  daytimeP
## INFO  [12:38:12.213] [bbotk]    FREE     1     9     4     5 976.6493     0.7700000  467.8700 1528.7459
## INFO  [12:38:12.213] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  273.0664 1249.8285
## INFO  [12:38:12.213] [bbotk]    FREE     9     7     4     5 902.0000     0.7700000  445.8632 1057.2942
## INFO  [12:38:12.213] [bbotk]  BREAST    10     3     4     5 902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:38:12.213] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:38:12.213] [bbotk]    FREE     1     2     4     4 905.6315     0.8198692  467.8700 1030.0000
## INFO  [12:38:12.213] [bbotk]    FREE     1     7     4     9 902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:38:12.213] [bbotk]    FREE     1     0     4     7 902.0000     0.7700000  371.7699 1030.0000
## INFO  [12:38:12.213] [bbotk]    FREE     1     8     4     5 877.5199     0.7700000  556.1138 1030.0000
## INFO  [12:38:12.213] [bbotk]  MEDLEY     1     7     4     5 902.0000     0.7700000  467.8700  954.0282
## INFO  [12:38:12.213] [bbotk]    FREE     6     7     4     5 906.4336     0.7700000  467.8700  981.8968
## INFO  [12:38:12.213] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:38:12.213] [bbotk]    FREE     1     6     4     5 902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:38:12.213] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:38:12.213] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:38:12.213] [bbotk]  BREAST     1     5    11     5 902.0000     0.7702198  398.5194 1106.8215
## INFO  [12:38:12.213] [bbotk]    FREE     2     5     4     3 902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:38:12.213] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  467.8700 1009.1475
## INFO  [12:38:12.213] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:38:12.213] [bbotk]     FLY     1     7     4     5 909.4848     0.7700000  467.8700 1030.0000
## INFO  [12:38:12.213] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:38:12.213] [bbotk]         29.24188          29.61000         30.24000         27.50951  76  NA
## INFO  [12:38:12.213] [bbotk]         29.37414          29.61000         30.24000         26.85000  76  NA
## INFO  [12:38:12.213] [bbotk]         29.24188          29.61000         30.63484         26.85000  76  NA
## INFO  [12:38:12.213] [bbotk]         29.55554          22.51721         22.01885         26.85000  76  NA
## INFO  [12:38:12.213] [bbotk]         29.65534          29.61000         30.24000         26.85000  76  NA
## INFO  [12:38:12.213] [bbotk]         29.40573          29.61000         30.24000         31.12599  76  NA
## INFO  [12:38:12.213] [bbotk]         29.24188          29.61000         32.55343         26.85000  76  NA
## INFO  [12:38:12.213] [bbotk]         29.24188          29.61000         30.24000         26.85000  76  NA
## INFO  [12:38:12.213] [bbotk]         32.69773          29.61000         30.24000         23.72074  76  NA
## INFO  [12:38:12.213] [bbotk]         29.65534          31.55204         26.29693         23.03288  76  NA
## INFO  [12:38:12.213] [bbotk]         29.56926          29.61000         30.24000         26.85000  76  NA
## INFO  [12:38:12.213] [bbotk]         29.24188          29.61000         30.24000         26.85000  76  NA
## INFO  [12:38:12.213] [bbotk]         29.62194          29.61000         33.93982         26.85000  76  NA
## INFO  [12:38:12.213] [bbotk]         29.24188          29.61000         30.24000         26.85000  76  NA
## INFO  [12:38:12.213] [bbotk]         29.37414          29.61000         30.24000         26.85000  76  NA
## INFO  [12:38:12.213] [bbotk]         34.86806          29.61000         29.51512         26.85000  76  NA
## INFO  [12:38:12.213] [bbotk]         29.39221          29.61000         30.24000         27.82696  76  NA
## INFO  [12:38:12.213] [bbotk]         29.24188          32.84129         30.24000         26.85000  76  NA
## INFO  [12:38:12.213] [bbotk]         29.47528          29.61000         30.24000         26.85000  76  NA
## INFO  [12:38:12.213] [bbotk]         27.92278          29.61000         25.59504         26.85000  76  NA
## INFO  [12:38:12.213] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:38:12.213] [bbotk]  1501        0.07    0.1187159364          4  0.2538601
## INFO  [12:38:12.213] [bbotk]  1502        0.00    0.0846958175          4  0.1892487
## INFO  [12:38:12.213] [bbotk]  1503        0.02    0.0630638586          4  0.2623847
## INFO  [12:38:12.213] [bbotk]  1504        0.27    0.2308733087          6  0.3614086
## INFO  [12:38:12.213] [bbotk]  1505        0.02    0.0016942785          1  0.2011129
## INFO  [12:38:12.213] [bbotk]  1506        0.22    0.1492704761          6  0.1839377
## INFO  [12:38:12.213] [bbotk]  1507        0.12    0.0660313756          2  0.2397116
## INFO  [12:38:12.213] [bbotk]  1508        0.17    0.1235935217          3  0.2564544
## INFO  [12:38:12.213] [bbotk]  1509        0.22    0.1028661990          5  0.2415492
## INFO  [12:38:12.213] [bbotk]  1510        0.27    0.1041293407          6  0.2999534
## INFO  [12:38:12.213] [bbotk]  1511        0.07    0.0646413101          4  0.2612251
## INFO  [12:38:12.213] [bbotk]  1512        0.07    0.0000000000          0  0.1994186
## INFO  [12:38:12.213] [bbotk]  1513        0.12    0.0719082912          3  0.2048707
## INFO  [12:38:12.213] [bbotk]  1514        0.07    0.0000000000          0  0.1994186
## INFO  [12:38:12.213] [bbotk]  1515        0.02    0.0005419977          1  0.1999606
## INFO  [12:38:12.213] [bbotk]  1516        0.27    0.2107506118          8  0.2898291
## INFO  [12:38:12.213] [bbotk]  1517        0.07    0.1820026564          5  0.2657269
## INFO  [12:38:12.213] [bbotk]  1518        0.27    0.0137890881          2  0.2132077
## INFO  [12:38:12.213] [bbotk]  1519        0.02    0.0009564437          1  0.2003751
## INFO  [12:38:12.213] [bbotk]  1520        0.22    0.0813532887          4  0.2758499
## INFO  [12:38:12.538] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:38:12.766] [bbotk] Result of batch 77:
## INFO  [12:38:12.774] [bbotk]  stroke heatF laneF heatP laneP    pointP reactiontimeP swimtimeP  daytimeP
## INFO  [12:38:12.774] [bbotk]    FREE     8     7     4     5  902.0000     0.7700000  467.8700 1778.8819
## INFO  [12:38:12.774] [bbotk]    BACK     1     7     4     5  902.0000     0.7700000  467.8700 1797.6173
## INFO  [12:38:12.774] [bbotk]    FREE     3     5     9     5  902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:38:12.774] [bbotk]    FREE     1     7     4     5 1016.4420     0.7700000  467.8700 1762.6572
## INFO  [12:38:12.774] [bbotk]  BREAST     1     7     9     5  884.2846     0.7700000  467.8700 1030.0000
## INFO  [12:38:12.774] [bbotk]    FREE     1     7     4     5  934.0091     0.7700000  705.3801 1030.0000
## INFO  [12:38:12.774] [bbotk]    FREE     7     5     4     0  902.0000     0.7849514  467.8700 1030.0000
## INFO  [12:38:12.774] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  467.8700 1300.6426
## INFO  [12:38:12.774] [bbotk]    FREE     1     5     5     5  877.1771     0.7276489  467.8700 1030.0000
## INFO  [12:38:12.774] [bbotk]    FREE     1     5     8     5  902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:38:12.774] [bbotk]  BREAST     1     7     4     5  902.0000     0.7869425  467.8700 1030.0000
## INFO  [12:38:12.774] [bbotk]    FREE     1     7     4     6  902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:38:12.774] [bbotk]  MEDLEY     1     5    11     5  902.0000     0.7866422  340.3684 1564.2732
## INFO  [12:38:12.774] [bbotk]    FREE     1     7     4     5  905.6332     0.7700000  954.8844 1776.0273
## INFO  [12:38:12.774] [bbotk]    FREE     7     7     4     6  963.8643     0.7505986  467.8700 1030.0000
## INFO  [12:38:12.774] [bbotk]    FREE     1     7     4     5  902.4040     0.7700000  921.2246  968.5147
## INFO  [12:38:12.774] [bbotk]    FREE     3     8     4     3  902.0000     0.7634216  467.8700 1030.0000
## INFO  [12:38:12.774] [bbotk]    FREE     1     5     4     9  902.0000     0.7674590  467.8700 1030.0000
## INFO  [12:38:12.774] [bbotk]    FREE     1     6     4     5  902.0000     0.7687720  467.8700 1002.1876
## INFO  [12:38:12.774] [bbotk]    BACK     1     7     2     5  902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:38:12.774] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:38:12.774] [bbotk]         29.55572          29.61000         30.24000         29.55517  77  NA
## INFO  [12:38:12.774] [bbotk]         29.24188          29.61000         33.90036         25.54377  77  NA
## INFO  [12:38:12.774] [bbotk]         29.24188          29.61000         30.24000         26.85000  77  NA
## INFO  [12:38:12.774] [bbotk]         29.24188          29.61000         30.24000         26.85000  77  NA
## INFO  [12:38:12.774] [bbotk]         29.24188          23.56510         38.03583         26.85000  77  NA
## INFO  [12:38:12.774] [bbotk]         29.88774          29.61000         32.38623         26.85000  77  NA
## INFO  [12:38:12.774] [bbotk]         29.41729          29.61000         25.84133         26.85000  77  NA
## INFO  [12:38:12.774] [bbotk]         27.21873          29.61000         30.24000         26.85000  77  NA
## INFO  [12:38:12.774] [bbotk]         29.24188          29.61000         30.24000         26.85000  77  NA
## INFO  [12:38:12.774] [bbotk]         31.09276          29.61000         21.69423         26.85000  77  NA
## INFO  [12:38:12.774] [bbotk]         29.24188          29.61000         38.16540         26.85000  77  NA
## INFO  [12:38:12.774] [bbotk]         29.37414          29.61000         35.21025         25.34882  77  NA
## INFO  [12:38:12.774] [bbotk]         29.24188          30.64285         30.24000         26.85000  77  NA
## INFO  [12:38:12.774] [bbotk]         29.24188          29.61000         30.24000         26.85000  77  NA
## INFO  [12:38:12.774] [bbotk]         29.24188          29.61000         28.84298         26.85000  77  NA
## INFO  [12:38:12.774] [bbotk]         29.24188          28.02188         30.24000         26.85000  77  NA
## INFO  [12:38:12.774] [bbotk]         35.69831          29.61000         26.05288         26.85000  77  NA
## INFO  [12:38:12.774] [bbotk]         29.24188          34.00155         30.24000         26.85000  77  NA
## INFO  [12:38:12.774] [bbotk]         32.81889          29.61000         30.24000         30.25018  77  NA
## INFO  [12:38:12.774] [bbotk]         29.24188          29.61000         32.10340         27.72862  77  NA
## INFO  [12:38:12.774] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:38:12.774] [bbotk]  1521        0.00      0.11894967          4  0.3155080
## INFO  [12:38:12.774] [bbotk]  1522        0.02      0.12316013          4  0.2527148
## INFO  [12:38:12.774] [bbotk]  1523        0.02      0.17647059          3  0.2582422
## INFO  [12:38:12.774] [bbotk]  1524        0.02      0.08480144          2  0.2813852
## INFO  [12:38:12.774] [bbotk]  1525        0.32      0.17165361          5  0.2981727
## INFO  [12:38:12.774] [bbotk]  1526        0.00      0.03537283          4  0.2257319
## INFO  [12:38:12.774] [bbotk]  1527        0.07      0.19333717          6  0.2679380
## INFO  [12:38:12.774] [bbotk]  1528        0.07      0.02463550          2  0.2236495
## INFO  [12:38:12.774] [bbotk]  1529        0.17      0.13336337          4  0.1432395
## INFO  [12:38:12.774] [bbotk]  1530        0.12      0.15185719          4  0.2313441
## INFO  [12:38:12.774] [bbotk]  1531        0.22      0.08628469          3  0.2716273
## INFO  [12:38:12.774] [bbotk]  1532        0.12      0.08240499          4  0.1961777
## INFO  [12:38:12.774] [bbotk]  1533        0.00      0.22335121          7  0.3013002
## INFO  [12:38:12.774] [bbotk]  1534        0.02      0.07647826          3  0.2733220
## INFO  [12:38:12.774] [bbotk]  1535        0.22      0.14709200          5  0.2602212
## INFO  [12:38:12.774] [bbotk]  1536        0.27      0.03806720          4  0.2360750
## INFO  [12:38:12.774] [bbotk]  1537        0.42      0.21704810          6  0.3440596
## INFO  [12:38:12.774] [bbotk]  1538        0.27      0.13509101          4  0.2188152
## INFO  [12:38:12.774] [bbotk]  1539        0.17      0.09247121          5  0.2196984
## INFO  [12:38:12.774] [bbotk]  1540        0.02      0.12787391          4  0.2377785
## INFO  [12:38:13.100] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:38:13.325] [bbotk] Result of batch 78:
## INFO  [12:38:13.334] [bbotk]  stroke heatF laneF heatP laneP   pointP reactiontimeP swimtimeP daytimeP
## INFO  [12:38:13.334] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:13.334] [bbotk]    FREE     5     7     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:13.334] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:13.334] [bbotk]    FREE     1     9     4     0 902.0000     0.7670229  467.8700 1030.000
## INFO  [12:38:13.334] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:13.334] [bbotk]    FREE     1     5     4     5 902.0000     0.7923976  467.8700 1030.000
## INFO  [12:38:13.334] [bbotk]    FREE     1     5     5     5 902.0000     0.7700000  538.1660 1030.000
## INFO  [12:38:13.334] [bbotk]    BACK     1     7     4     1 902.0000     0.7654222  467.8700 1030.000
## INFO  [12:38:13.334] [bbotk]  MEDLEY     4     1     4     5 933.5900     0.7700000  467.8700 1030.000
## INFO  [12:38:13.334] [bbotk]    FREE     1     5     4     0 902.0000     0.7700000  641.3629 1030.000
## INFO  [12:38:13.334] [bbotk]    FREE     8     7    11     5 898.8949     0.7937562  561.2545 1030.000
## INFO  [12:38:13.334] [bbotk]  BREAST     1     7     7     3 930.1056     0.7700000  467.8700 1688.636
## INFO  [12:38:13.334] [bbotk]    FREE     1     7    11     5 902.0000     0.7700000  467.8700 1334.162
## INFO  [12:38:13.334] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:13.334] [bbotk]    FREE     1     5     6     5 902.0000     0.7700000  467.8700 1197.844
## INFO  [12:38:13.334] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:13.334] [bbotk]    FREE     1     6     3     5 902.4318     0.7700000  467.8700 1659.033
## INFO  [12:38:13.334] [bbotk]    FREE     8     5     4     5 953.0519     0.7700000  467.8700 1077.747
## INFO  [12:38:13.334] [bbotk]     FLY     1     5     4     5 919.8102     0.7810715  904.6571 1030.000
## INFO  [12:38:13.334] [bbotk]    FREE     1     7     4     5 870.4076     0.7700000  941.8832 1030.000
## INFO  [12:38:13.334] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:38:13.334] [bbotk]         29.37414          29.61000         30.24000         26.85000  78  NA
## INFO  [12:38:13.334] [bbotk]         33.56549          29.61000         23.90692         26.85000  78  NA
## INFO  [12:38:13.334] [bbotk]         23.35309          29.61000         30.02772         26.85000  78  NA
## INFO  [12:38:13.334] [bbotk]         29.24188          29.61000         30.24000         30.38042  78  NA
## INFO  [12:38:13.334] [bbotk]         29.24188          29.61000         30.24000         26.85000  78  NA
## INFO  [12:38:13.334] [bbotk]         29.24188          35.87676         30.24000         26.85000  78  NA
## INFO  [12:38:13.334] [bbotk]         29.24188          29.61000         30.24000         26.85000  78  NA
## INFO  [12:38:13.334] [bbotk]         29.24188          29.61000         30.24000         21.73912  78  NA
## INFO  [12:38:13.334] [bbotk]         21.80140          29.61000         30.24000         26.85000  78  NA
## INFO  [12:38:13.334] [bbotk]         29.24188          29.61000         30.24000         26.85000  78  NA
## INFO  [12:38:13.334] [bbotk]         29.56986          29.61000         30.24000         32.89364  78  NA
## INFO  [12:38:13.334] [bbotk]         31.69105          29.61000         30.24000         26.85000  78  NA
## INFO  [12:38:13.334] [bbotk]         31.85741          29.61000         30.24000         21.83573  78  NA
## INFO  [12:38:13.334] [bbotk]         29.56926          29.61000         30.24000         26.85000  78  NA
## INFO  [12:38:13.334] [bbotk]         34.80531          29.61000         30.24000         26.85000  78  NA
## INFO  [12:38:13.334] [bbotk]         21.49773          26.73450         36.56766         26.85000  78  NA
## INFO  [12:38:13.334] [bbotk]         29.24188          33.23827         30.24000         27.61936  78  NA
## INFO  [12:38:13.334] [bbotk]         21.72120          29.61000         30.24000         26.85000  78  NA
## INFO  [12:38:13.334] [bbotk]         29.24188          31.95572         30.24000         26.85000  78  NA
## INFO  [12:38:13.334] [bbotk]         29.24188          23.96260         30.24000         26.85000  78  NA
## INFO  [12:38:13.334] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:38:13.334] [bbotk]  1541        0.00      0.05936553          2  0.1744269
## INFO  [12:38:13.334] [bbotk]  1542        0.22      0.09627240          3  0.2940086
## INFO  [12:38:13.334] [bbotk]  1543        0.02      0.08361584          3  0.1997612
## INFO  [12:38:13.334] [bbotk]  1544        0.12      0.13589843          4  0.2625540
## INFO  [12:38:13.334] [bbotk]  1545        0.02      0.05882353          1  0.1749689
## INFO  [12:38:13.334] [bbotk]  1546        0.27      0.08678342          3  0.1848483
## INFO  [12:38:13.334] [bbotk]  1547        0.07      0.12199682          3  0.1449449
## INFO  [12:38:13.334] [bbotk]  1548        0.22      0.14411277          4  0.3244483
## INFO  [12:38:13.334] [bbotk]  1549        0.07      0.21815415          5  0.3555097
## INFO  [12:38:13.334] [bbotk]  1550        0.02      0.12838242          3  0.2121066
## INFO  [12:38:13.334] [bbotk]  1551        0.00      0.16016284          7  0.3007579
## INFO  [12:38:13.334] [bbotk]  1552        0.37      0.23624371          6  0.2629590
## INFO  [12:38:13.334] [bbotk]  1553        0.12      0.11314250          4  0.2518255
## INFO  [12:38:13.334] [bbotk]  1554        0.02      0.00134156          1  0.2007602
## INFO  [12:38:13.334] [bbotk]  1555        0.07      0.15058151          4  0.2323531
## INFO  [12:38:13.334] [bbotk]  1556        0.12      0.12142215          4  0.2263512
## INFO  [12:38:13.334] [bbotk]  1557        0.22      0.17373018          6  0.2422291
## INFO  [12:38:13.334] [bbotk]  1558        0.02      0.16943937          5  0.2571386
## INFO  [12:38:13.334] [bbotk]  1559        0.22      0.16189058          6  0.2430882
## INFO  [12:38:13.334] [bbotk]  1560        0.22      0.06242441          3  0.2607185
## INFO  [12:38:13.661] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:38:13.869] [bbotk] Result of batch 79:
## INFO  [12:38:13.879] [bbotk]  stroke heatF laneF heatP laneP   pointP reactiontimeP swimtimeP daytimeP
## INFO  [12:38:13.879] [bbotk]    FREE     1     7     4     5 934.0091     0.7700000 467.87000 1030.000
## INFO  [12:38:13.879] [bbotk]  BREAST     1     9     4     5 934.0091     0.7700000 467.87000 1030.000
## INFO  [12:38:13.879] [bbotk]    FREE     7     7     2     5 902.0000     0.7913293  24.68389 1057.294
## INFO  [12:38:13.879] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:13.879] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:13.879] [bbotk]    FREE     1     7     5     8 919.5235     0.7785203 467.87000 1499.531
## INFO  [12:38:13.879] [bbotk]    FREE     1     8     4     5 902.0000     0.7700000 289.09118 1030.000
## INFO  [12:38:13.879] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:13.879] [bbotk]    FREE     4     7     4     9 935.1842     0.7700000 467.87000 1840.876
## INFO  [12:38:13.879] [bbotk]     FLY     1     7     4     5 904.3263     0.7426691 467.87000 1030.000
## INFO  [12:38:13.879] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000 648.37703 1030.000
## INFO  [12:38:13.879] [bbotk]  BREAST     1     7     5     3 902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:13.879] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:13.879] [bbotk]    FREE     1     7     4     5 902.0000     0.7701197 467.87000 1030.000
## INFO  [12:38:13.879] [bbotk]    FREE     1     5    12     5 902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:13.879] [bbotk]  MEDLEY     1     5     1     5 892.3367     0.7747130 467.87000 1030.000
## INFO  [12:38:13.879] [bbotk]    BACK     1     7     3     8 902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:13.879] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:13.879] [bbotk]    FREE     2     7     4     6 902.0000     0.7574630 467.87000 1030.000
## INFO  [12:38:13.879] [bbotk]    FREE     1     7    12     5 902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:13.879] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:38:13.879] [bbotk]         29.65534          29.61000         30.24000         26.85000  79  NA
## INFO  [12:38:13.879] [bbotk]         29.24188          32.23017         30.24000         25.11970  79  NA
## INFO  [12:38:13.879] [bbotk]         29.24188          31.95572         30.63484         26.85000  79  NA
## INFO  [12:38:13.879] [bbotk]         29.45456          29.61000         30.24000         26.85000  79  NA
## INFO  [12:38:13.879] [bbotk]         29.55554          29.61000         30.24000         26.85000  79  NA
## INFO  [12:38:13.879] [bbotk]         23.43902          29.61000         30.24000         21.90395  79  NA
## INFO  [12:38:13.879] [bbotk]         28.53780          29.61000         31.31571         26.85000  79  NA
## INFO  [12:38:13.879] [bbotk]         29.24188          29.61000         30.24000         26.85000  79  NA
## INFO  [12:38:13.879] [bbotk]         29.24188          29.61000         39.40458         26.85000  79  NA
## INFO  [12:38:13.879] [bbotk]         29.24188          29.61000         28.72866         26.85000  79  NA
## INFO  [12:38:13.879] [bbotk]         24.83666          29.61000         30.24000         26.55737  79  NA
## INFO  [12:38:13.879] [bbotk]         29.56926          29.61000         39.21534         26.85000  79  NA
## INFO  [12:38:13.879] [bbotk]         29.24188          29.61000         30.24000         26.85000  79  NA
## INFO  [12:38:13.879] [bbotk]         29.24188          29.37213         34.12037         24.39487  79  NA
## INFO  [12:38:13.879] [bbotk]         29.55191          29.61000         30.24000         27.11979  79  NA
## INFO  [12:38:13.879] [bbotk]         35.21122          29.61000         30.24000         26.85000  79  NA
## INFO  [12:38:13.879] [bbotk]         29.24188          29.61000         30.24000         29.42671  79  NA
## INFO  [12:38:13.879] [bbotk]         29.24188          29.61000         30.24000         26.85000  79  NA
## INFO  [12:38:13.879] [bbotk]         24.55441          29.61000         30.24000         26.85000  79  NA
## INFO  [12:38:13.879] [bbotk]         29.24188          29.61000         30.24000         26.85000  79  NA
## INFO  [12:38:13.879] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:38:13.879] [bbotk]  1561        0.00    0.0130369810          2  0.2096207
## INFO  [12:38:13.879] [bbotk]  1562        0.17    0.1478565607          5  0.2837047
## INFO  [12:38:13.879] [bbotk]  1563        0.22    0.1605300307          7  0.3010274
## INFO  [12:38:13.879] [bbotk]  1564        0.02    0.0008715168          1  0.2002902
## INFO  [12:38:13.879] [bbotk]  1565        0.00    0.0601088580          2  0.1736836
## INFO  [12:38:13.879] [bbotk]  1566        0.22    0.2022726912          7  0.2269175
## INFO  [12:38:13.879] [bbotk]  1567        0.22    0.0761226319          4  0.2162153
## INFO  [12:38:13.879] [bbotk]  1568        0.02    0.0588235294          1  0.1749689
## INFO  [12:38:13.879] [bbotk]  1569        0.07    0.2069316851          5  0.3573465
## INFO  [12:38:13.879] [bbotk]  1570        0.27    0.0688225280          4  0.2559783
## INFO  [12:38:13.879] [bbotk]  1571        0.07    0.0306934806          3  0.2277953
## INFO  [12:38:13.879] [bbotk]  1572        0.37    0.2057762081          5  0.2799151
## INFO  [12:38:13.879] [bbotk]  1573        0.07    0.0000000000          0  0.1994186
## INFO  [12:38:13.879] [bbotk]  1574        0.22    0.0253859271          4  0.2217679
## INFO  [12:38:13.879] [bbotk]  1575        0.00    0.1202750818          4  0.2020467
## INFO  [12:38:13.879] [bbotk]  1576        0.27    0.2051259739          6  0.2868976
## INFO  [12:38:13.879] [bbotk]  1577        0.07    0.1894364812          4  0.2699862
## INFO  [12:38:13.879] [bbotk]  1578        0.07    0.0000000000          0  0.1994186
## INFO  [12:38:13.879] [bbotk]  1579        0.17    0.1389037402          4  0.2647899
## INFO  [12:38:13.879] [bbotk]  1580        0.02    0.0588235294          1  0.1994186
## INFO  [12:38:14.185] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:38:14.405] [bbotk] Result of batch 80:
## INFO  [12:38:14.413] [bbotk]  stroke heatF laneF heatP laneP   pointP reactiontimeP swimtimeP daytimeP
## INFO  [12:38:14.413] [bbotk]  BREAST     1     5     4     5 902.0000     0.7923317 467.87000 1030.000
## INFO  [12:38:14.413] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:14.413] [bbotk]    FREE     1     7     4     6 902.0000     0.7828812 600.37213 1030.000
## INFO  [12:38:14.413] [bbotk]    FREE    11     7     4     5 902.0000     0.7514257 203.51460 1030.000
## INFO  [12:38:14.413] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:14.413] [bbotk]    FREE     6     0     4     5 902.0000     0.7700000  86.41787 1573.661
## INFO  [12:38:14.413] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:14.413] [bbotk]    FREE     1     7     4     5 944.8294     0.7700000 105.66397 1030.000
## INFO  [12:38:14.413] [bbotk]    FREE     1     7    12     5 902.0000     0.7700000  83.79317 1030.000
## INFO  [12:38:14.413] [bbotk]    FREE     1     5     4     5 902.1441     0.7700000 467.87000 1030.000
## INFO  [12:38:14.413] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:14.413] [bbotk]  MEDLEY     1     7     4     5 902.0000     0.7700000 168.96519 1050.321
## INFO  [12:38:14.413] [bbotk]    FREE     1     5    10     5 950.2981     0.7700000 467.87000 1132.057
## INFO  [12:38:14.413] [bbotk]    FREE     1     7     4     5 864.2837     0.7700000 467.87000 1030.000
## INFO  [12:38:14.413] [bbotk]    FREE     1     7     6     5 902.0000     0.7509586 542.16418 1030.000
## INFO  [12:38:14.413] [bbotk]    FREE     1     2     8     2 940.0973     0.7700000 467.87000 1411.175
## INFO  [12:38:14.413] [bbotk]    FREE     1     7     4     5 901.2781     0.7700000 467.87000 1030.000
## INFO  [12:38:14.413] [bbotk]     FLY     1     7     4     5 859.9598     0.7700000 467.87000 1030.000
## INFO  [12:38:14.413] [bbotk]  BREAST    10     4     7     0 902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:14.413] [bbotk]    FREE     1     8     9     8 902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:14.413] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:38:14.413] [bbotk]         31.95653          29.61000         30.24000         26.85000  80  NA
## INFO  [12:38:14.413] [bbotk]         29.24188          29.61000         30.24000         26.85000  80  NA
## INFO  [12:38:14.413] [bbotk]         29.55554          29.61000         30.24000         26.85000  80  NA
## INFO  [12:38:14.413] [bbotk]         29.24188          34.81432         30.24000         26.85000  80  NA
## INFO  [12:38:14.413] [bbotk]         29.56952          29.61000         30.24000         26.85000  80  NA
## INFO  [12:38:14.413] [bbotk]         30.26683          29.61000         34.61349         23.79370  80  NA
## INFO  [12:38:14.413] [bbotk]         29.48665          29.61000         30.24000         26.85000  80  NA
## INFO  [12:38:14.413] [bbotk]         29.24188          29.61000         30.24000         26.47972  80  NA
## INFO  [12:38:14.413] [bbotk]         29.24188          29.61000         30.24000         26.85000  80  NA
## INFO  [12:38:14.413] [bbotk]         29.62893          29.61000         30.24000         26.85000  80  NA
## INFO  [12:38:14.413] [bbotk]         29.45407          29.61000         30.24000         26.85000  80  NA
## INFO  [12:38:14.413] [bbotk]         29.24188          22.63958         30.24000         26.85000  80  NA
## INFO  [12:38:14.413] [bbotk]         29.24188          29.13708         36.05556         26.85000  80  NA
## INFO  [12:38:14.413] [bbotk]         29.62194          29.61000         36.66606         29.62135  80  NA
## INFO  [12:38:14.413] [bbotk]         29.34987          29.61000         30.24000         26.85000  80  NA
## INFO  [12:38:14.413] [bbotk]         29.35538          23.95283         24.39157         26.85000  80  NA
## INFO  [12:38:14.413] [bbotk]         29.24188          29.61000         30.24000         26.85000  80  NA
## INFO  [12:38:14.413] [bbotk]         29.55479          29.61000         30.24000         26.85000  80  NA
## INFO  [12:38:14.413] [bbotk]         29.24188          29.61000         34.55392         26.85000  80  NA
## INFO  [12:38:14.413] [bbotk]         29.65534          29.61000         30.24000         26.85000  80  NA
## INFO  [12:38:14.413] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:38:14.413] [bbotk]  1581        0.12    0.1324200780          4  0.2277283
## INFO  [12:38:14.413] [bbotk]  1582        0.02    0.0588235294          1  0.1749689
## INFO  [12:38:14.413] [bbotk]  1583        0.12    0.0704125753          4  0.1849445
## INFO  [12:38:14.413] [bbotk]  1584        0.32    0.0983966767          4  0.2916475
## INFO  [12:38:14.413] [bbotk]  1585        0.02    0.0013426119          1  0.2007612
## INFO  [12:38:14.413] [bbotk]  1586        0.32    0.2072896882          7  0.3458749
## INFO  [12:38:14.413] [bbotk]  1587        0.00    0.0598265582          2  0.1739659
## INFO  [12:38:14.413] [bbotk]  1588        0.02    0.0394527083          3  0.2340266
## INFO  [12:38:14.413] [bbotk]  1589        0.07    0.0825893657          2  0.2230867
## INFO  [12:38:14.413] [bbotk]  1590        0.00    0.0604606545          3  0.1733318
## INFO  [12:38:14.413] [bbotk]  1591        0.02    0.0008695304          1  0.2002882
## INFO  [12:38:14.413] [bbotk]  1592        0.22    0.1055750664          4  0.3037714
## INFO  [12:38:14.413] [bbotk]  1593        0.02    0.1608785729          6  0.2308592
## INFO  [12:38:14.413] [bbotk]  1594        0.07    0.0488891865          4  0.2441971
## INFO  [12:38:14.413] [bbotk]  1595        0.02    0.0669745803          4  0.2013470
## INFO  [12:38:14.413] [bbotk]  1596        0.52    0.2536144261          8  0.2608329
## INFO  [12:38:14.413] [bbotk]  1597        0.07    0.0002558071          1  0.1996744
## INFO  [12:38:14.413] [bbotk]  1598        0.12    0.0750030916          3  0.2744217
## INFO  [12:38:14.413] [bbotk]  1599        0.22    0.3075583353          6  0.3642107
## INFO  [12:38:14.413] [bbotk]  1600        0.12    0.1781648667          4  0.2022564
## INFO  [12:38:14.728] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:38:14.930] [bbotk] Result of batch 81:
## INFO  [12:38:14.937] [bbotk]  stroke heatF laneF heatP laneP    pointP reactiontimeP swimtimeP  daytimeP
## INFO  [12:38:14.937] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:38:14.937] [bbotk]    FREE     1     7     4     9  902.0000     0.7700000  735.6827 1030.0000
## INFO  [12:38:14.937] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:38:14.937] [bbotk]    FREE     1     5     4     5  946.6929     0.7742176  937.3166 1030.0000
## INFO  [12:38:14.937] [bbotk]    FREE     1     5     4     5  902.0000     0.7750884  467.8700 1207.2550
## INFO  [12:38:14.937] [bbotk]    FREE     3     0     4     5  902.0000     0.7534086  720.6762 1030.0000
## INFO  [12:38:14.937] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:38:14.937] [bbotk]    FREE     5     0     4     5  902.0000     0.7700000  467.8700 1202.1756
## INFO  [12:38:14.937] [bbotk]    FREE     1     7     4     5  902.0000     0.7508589  467.8700 1184.1494
## INFO  [12:38:14.937] [bbotk]    FREE     1     9     4     5  902.4318     0.7859810  115.1942 1030.0000
## INFO  [12:38:14.937] [bbotk]    FREE     1     7     4     0  902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:38:14.937] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:38:14.937] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:38:14.937] [bbotk]    FREE     9     5     4     5  902.0000     0.7844943  467.8700 1058.7573
## INFO  [12:38:14.937] [bbotk]    FREE     9     4     4     5  902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:38:14.937] [bbotk]    FREE     1     5     4     1  902.0000     0.8459391  467.8700 1030.0000
## INFO  [12:38:14.937] [bbotk]  BREAST     6     7     4     5 1021.3763     0.7895612  467.8700 1237.2193
## INFO  [12:38:14.937] [bbotk]    FREE     1     5     4     5  999.8692     0.7700000  467.8700 1618.2280
## INFO  [12:38:14.937] [bbotk]    FREE     7     3    10     7  902.0000     0.7890074  438.5726  938.4236
## INFO  [12:38:14.937] [bbotk]    FREE     1     7    12     5  948.0380     0.7740528  395.0623 1030.0000
## INFO  [12:38:14.937] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:38:14.937] [bbotk]         29.24188          29.61000         30.24000         26.85000  81  NA
## INFO  [12:38:14.937] [bbotk]         29.24188          29.61000         30.24000         23.34116  81  NA
## INFO  [12:38:14.937] [bbotk]         29.24188          29.61000         30.24000         26.85000  81  NA
## INFO  [12:38:14.937] [bbotk]         34.49388          26.16159         39.81649         26.85000  81  NA
## INFO  [12:38:14.937] [bbotk]         29.24188          32.29561         30.24000         26.85000  81  NA
## INFO  [12:38:14.937] [bbotk]         29.24188          29.61000         30.24000         26.85000  81  NA
## INFO  [12:38:14.937] [bbotk]         29.28203          29.61000         30.24000         26.85000  81  NA
## INFO  [12:38:14.937] [bbotk]         29.24188          29.61000         30.37085         26.85000  81  NA
## INFO  [12:38:14.937] [bbotk]         29.62194          29.61000         34.58357         26.85000  81  NA
## INFO  [12:38:14.937] [bbotk]         29.24188          29.61000         34.95866         26.85000  81  NA
## INFO  [12:38:14.937] [bbotk]         31.15825          24.61630         30.24000         26.85000  81  NA
## INFO  [12:38:14.937] [bbotk]         29.47842          29.61000         30.24000         26.85000  81  NA
## INFO  [12:38:14.937] [bbotk]         29.37414          29.61000         30.24000         26.85000  81  NA
## INFO  [12:38:14.937] [bbotk]         29.65534          29.61000         30.06985         26.85000  81  NA
## INFO  [12:38:14.937] [bbotk]         25.15608          29.61000         30.24000         26.85000  81  NA
## INFO  [12:38:14.937] [bbotk]         29.65534          29.61000         30.24000         31.48041  81  NA
## INFO  [12:38:14.937] [bbotk]         31.34803          29.61000         26.14930         26.85000  81  NA
## INFO  [12:38:14.937] [bbotk]         29.64443          29.61000         30.24000         23.13475  81  NA
## INFO  [12:38:14.937] [bbotk]         29.55554          29.61000         30.24000         26.85000  81  NA
## INFO  [12:38:14.937] [bbotk]         29.39221          29.61000         27.08559         31.52149  81  NA
## INFO  [12:38:14.937] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:38:14.937] [bbotk]  1601        0.02    0.0588235294          1  0.1749689
## INFO  [12:38:14.937] [bbotk]  1602        0.22    0.0930515156          3  0.2731872
## INFO  [12:38:14.937] [bbotk]  1603        0.02    0.0588235294          1  0.1749689
## INFO  [12:38:14.937] [bbotk]  1604        0.17    0.1691284921          7  0.2281862
## INFO  [12:38:14.937] [bbotk]  1605        0.02    0.0807738505          4  0.1699353
## INFO  [12:38:14.937] [bbotk]  1606        0.22    0.1360011736          4  0.2711742
## INFO  [12:38:14.937] [bbotk]  1607        0.00    0.0589880936          2  0.1748043
## INFO  [12:38:14.937] [bbotk]  1608        0.17    0.1284530622          4  0.2690482
## INFO  [12:38:14.937] [bbotk]  1609        0.02    0.0275277535          4  0.2206911
## INFO  [12:38:14.937] [bbotk]  1610        0.27    0.0981123469          5  0.2383036
## INFO  [12:38:14.937] [bbotk]  1611        0.17    0.0860400929          3  0.2550440
## INFO  [12:38:14.937] [bbotk]  1612        0.00    0.0597928377          2  0.1739996
## INFO  [12:38:14.937] [bbotk]  1613        0.02    0.0005419977          1  0.1999606
## INFO  [12:38:14.937] [bbotk]  1614        0.00    0.1239765931          6  0.2299919
## INFO  [12:38:14.937] [bbotk]  1615        0.02    0.1343897168          3  0.2745802
## INFO  [12:38:14.937] [bbotk]  1616        0.07    0.1550496957          5  0.2289700
## INFO  [12:38:14.937] [bbotk]  1617        0.22    0.1970358316          7  0.3279646
## INFO  [12:38:14.937] [bbotk]  1618        0.12    0.1493741506          5  0.2290329
## INFO  [12:38:14.937] [bbotk]  1619        0.12    0.2470287443          8  0.2630003
## INFO  [12:38:14.937] [bbotk]  1620        0.00    0.1142556564          7  0.2502357
## INFO  [12:38:15.248] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:38:15.469] [bbotk] Result of batch 82:
## INFO  [12:38:15.479] [bbotk]  stroke heatF laneF heatP laneP   pointP reactiontimeP swimtimeP daytimeP
## INFO  [12:38:15.479] [bbotk]  MEDLEY     1     8     4     5 942.0810     0.7712815  467.8700 1030.000
## INFO  [12:38:15.479] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:15.479] [bbotk]    BACK     1     5     4     5 902.0000     0.7857615  868.3142 1030.000
## INFO  [12:38:15.479] [bbotk]  MEDLEY     8     7     4     5 902.0000     0.7726967  467.8700 1030.000
## INFO  [12:38:15.479] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:15.479] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:15.479] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:15.479] [bbotk]  MEDLEY     1     6    10     1 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:15.479] [bbotk]    BACK     1     0     4     5 902.3944     0.7700000  467.8700 1298.768
## INFO  [12:38:15.479] [bbotk]    BACK     1     8     4     5 902.1050     0.7700000  467.8700 1738.613
## INFO  [12:38:15.479] [bbotk]    FREE     1     7     4     5 950.2981     0.7913293  467.8700 1030.000
## INFO  [12:38:15.479] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:15.479] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:15.479] [bbotk]    FREE     1     5     4     8 902.0000     0.7346792  524.4430 1030.000
## INFO  [12:38:15.479] [bbotk]    FREE     1     7     4     5 934.0091     0.7700000  467.8700 1030.000
## INFO  [12:38:15.479] [bbotk]    FREE     1     0     4     5 902.0000     0.7455835  467.8700 1030.000
## INFO  [12:38:15.479] [bbotk]    FREE     1     5     3     6 856.9155     0.7700000  467.8700 1030.000
## INFO  [12:38:15.479] [bbotk]    FREE     1     5     4     0 868.5222     0.7826322  852.8844 1030.000
## INFO  [12:38:15.479] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:15.479] [bbotk]    FREE     1     8     4     5 902.0000     0.7700000  467.8700 1087.243
## INFO  [12:38:15.479] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:38:15.479] [bbotk]         29.38213          29.61000         30.24000         21.39847  82  NA
## INFO  [12:38:15.479] [bbotk]         29.24188          29.61000         30.24000         26.85000  82  NA
## INFO  [12:38:15.479] [bbotk]         29.24188          32.82141         23.21149         31.23133  82  NA
## INFO  [12:38:15.479] [bbotk]         29.24188          29.61000         39.98570         26.85000  82  NA
## INFO  [12:38:15.479] [bbotk]         29.46965          29.61000         30.24000         26.85000  82  NA
## INFO  [12:38:15.479] [bbotk]         29.46313          21.74130         30.24000         26.85000  82  NA
## INFO  [12:38:15.479] [bbotk]         29.55554          29.61000         30.24000         26.85000  82  NA
## INFO  [12:38:15.479] [bbotk]         29.65534          29.61000         30.24000         26.85000  82  NA
## INFO  [12:38:15.479] [bbotk]         29.39429          29.61000         30.24000         26.85000  82  NA
## INFO  [12:38:15.479] [bbotk]         28.66512          29.61000         30.24000         26.85000  82  NA
## INFO  [12:38:15.479] [bbotk]         29.24188          31.95572         30.24000         26.85000  82  NA
## INFO  [12:38:15.479] [bbotk]         29.24188          29.61000         30.24000         26.85000  82  NA
## INFO  [12:38:15.479] [bbotk]         29.24188          29.61000         30.24000         26.85000  82  NA
## INFO  [12:38:15.479] [bbotk]         28.95094          29.61000         30.24000         28.93400  82  NA
## INFO  [12:38:15.479] [bbotk]         29.24188          29.61000         30.24000         26.85000  82  NA
## INFO  [12:38:15.479] [bbotk]         29.56952          30.31130         30.24000         31.83745  82  NA
## INFO  [12:38:15.479] [bbotk]         27.43612          29.61000         33.06755         26.85000  82  NA
## INFO  [12:38:15.479] [bbotk]         23.22450          29.61000         30.24000         26.85000  82  NA
## INFO  [12:38:15.479] [bbotk]         29.24188          29.61000         30.24000         26.85000  82  NA
## INFO  [12:38:15.479] [bbotk]         29.37414          29.61000         30.24000         26.85000  82  NA
## INFO  [12:38:15.479] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:38:15.479] [bbotk]  1621        0.22    0.1600661274          6  0.2959142
## INFO  [12:38:15.479] [bbotk]  1622        0.07    0.0000000000          0  0.1994186
## INFO  [12:38:15.479] [bbotk]  1623        0.32    0.2013987755          7  0.2710654
## INFO  [12:38:15.479] [bbotk]  1624        0.12    0.1484518986          4  0.3253541
## INFO  [12:38:15.479] [bbotk]  1625        0.02    0.0009333836          1  0.2003520
## INFO  [12:38:15.479] [bbotk]  1626        0.17    0.0314184794          2  0.2297126
## INFO  [12:38:15.479] [bbotk]  1627        0.02    0.0012853286          1  0.2007040
## INFO  [12:38:15.479] [bbotk]  1628        0.07    0.2369883961          5  0.2523037
## INFO  [12:38:15.479] [bbotk]  1629        0.17    0.1346433232          5  0.2749589
## INFO  [12:38:15.479] [bbotk]  1630        0.17    0.1628434829          5  0.3000023
## INFO  [12:38:15.479] [bbotk]  1631        0.02    0.0296958401          3  0.2227288
## INFO  [12:38:15.479] [bbotk]  1632        0.02    0.0588235294          1  0.1749689
## INFO  [12:38:15.479] [bbotk]  1633        0.07    0.0000000000          0  0.1994186
## INFO  [12:38:15.479] [bbotk]  1634        0.02    0.1385978141          6  0.2074712
## INFO  [12:38:15.479] [bbotk]  1635        0.02    0.0113427025          1  0.2079265
## INFO  [12:38:15.479] [bbotk]  1636        0.22    0.0919717492          5  0.2245876
## INFO  [12:38:15.479] [bbotk]  1637        0.27    0.2086559295          6  0.2235512
## INFO  [12:38:15.479] [bbotk]  1638        0.17    0.1800559674          6  0.2582588
## INFO  [12:38:15.479] [bbotk]  1639        0.02    0.0588235294          1  0.1749689
## INFO  [12:38:15.479] [bbotk]  1640        0.17    0.0628226478          3  0.2034178
## INFO  [12:38:15.786] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:38:15.979] [bbotk] Result of batch 83:
## INFO  [12:38:15.988] [bbotk]  stroke heatF laneF heatP laneP    pointP reactiontimeP swimtimeP daytimeP
## INFO  [12:38:15.988] [bbotk]  BREAST     1     5     4     5  902.0000     0.7700000  67.81138 1307.350
## INFO  [12:38:15.988] [bbotk]  BREAST     1     7     4     5  884.4164     0.7784464 467.87000 1030.000
## INFO  [12:38:15.988] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:15.988] [bbotk]  MEDLEY     1     7     4     5 1017.2562     0.7700000 467.87000 1030.000
## INFO  [12:38:15.988] [bbotk]  BREAST     1     5     4     5  902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:15.988] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000 467.87000 1565.060
## INFO  [12:38:15.988] [bbotk]    FREE     1     7     4     5  934.0091     0.7700000 467.87000 1030.000
## INFO  [12:38:15.988] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:15.988] [bbotk]  BREAST     9     7     4     7  902.0000     0.7700000  89.85300 1030.000
## INFO  [12:38:15.988] [bbotk]  BREAST     1     5     4     5  950.2981     0.7700000 467.87000 1030.000
## INFO  [12:38:15.988] [bbotk]    FREE     1     7     4     5  902.0000     0.7763546 467.87000 1030.000
## INFO  [12:38:15.988] [bbotk]    BACK     9     7     4     5  902.0000     0.7775861 467.87000 1613.586
## INFO  [12:38:15.988] [bbotk]    BACK     1     0     4     5  902.0000     0.7700000 467.87000 1756.619
## INFO  [12:38:15.988] [bbotk]    FREE     2     7     4     5  902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:15.988] [bbotk]    FREE     1     7     4     1  902.0000     0.7700000 467.87000 1538.784
## INFO  [12:38:15.988] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:15.988] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000 485.88064 1030.000
## INFO  [12:38:15.988] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:15.988] [bbotk]    FREE     1     8     4     5  902.0000     0.8028074 467.87000 1892.551
## INFO  [12:38:15.988] [bbotk]    FREE     1     7    10     5  902.0000     0.7700000 497.08114 1019.249
## INFO  [12:38:15.988] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:38:15.988] [bbotk]         29.43990          24.81354         30.24000           26.850  83  NA
## INFO  [12:38:15.988] [bbotk]         35.44336          29.61000         30.24000           26.850  83  NA
## INFO  [12:38:15.988] [bbotk]         29.24188          29.61000         30.24000           26.850  83  NA
## INFO  [12:38:15.988] [bbotk]         29.24188          29.61000         30.24000           26.850  83  NA
## INFO  [12:38:15.988] [bbotk]         29.28400          29.61000         36.30530           26.850  83  NA
## INFO  [12:38:15.988] [bbotk]         29.24188          29.61000         30.24000           26.850  83  NA
## INFO  [12:38:15.988] [bbotk]         29.24188          29.61000         30.24000           26.850  83  NA
## INFO  [12:38:15.988] [bbotk]         29.24188          29.61000         30.24000           26.850  83  NA
## INFO  [12:38:15.988] [bbotk]         26.00516          35.22245         26.70249           26.850  83  NA
## INFO  [12:38:15.988] [bbotk]         29.24188          31.95572         22.15742           26.850  83  NA
## INFO  [12:38:15.988] [bbotk]         23.16778          29.61000         30.24000           26.850  83  NA
## INFO  [12:38:15.988] [bbotk]         29.39221          28.39197         30.24000           26.850  83  NA
## INFO  [12:38:15.988] [bbotk]         34.39022          35.68499         34.79592           26.850  83  NA
## INFO  [12:38:15.988] [bbotk]         34.00267          22.65118         28.73429           21.603  83  NA
## INFO  [12:38:15.988] [bbotk]         31.85884          29.61000         30.24000           26.850  83  NA
## INFO  [12:38:15.988] [bbotk]         29.48665          29.61000         30.24000           26.850  83  NA
## INFO  [12:38:15.988] [bbotk]         29.24188          29.61000         30.24000           26.850  83  NA
## INFO  [12:38:15.988] [bbotk]         29.24188          29.61000         30.24000           26.850  83  NA
## INFO  [12:38:15.988] [bbotk]         29.24188          29.61000         26.88883           26.850  83  NA
## INFO  [12:38:15.988] [bbotk]         23.77147          29.61000         30.24000           26.850  83  NA
## INFO  [12:38:15.988] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:38:15.988] [bbotk]  1641        0.17     0.178562389          6  0.2825763
## INFO  [12:38:15.988] [bbotk]  1642        0.27     0.091846858          4  0.2732719
## INFO  [12:38:15.988] [bbotk]  1643        0.02     0.058823529          1  0.1749689
## INFO  [12:38:15.988] [bbotk]  1644        0.02     0.099665544          2  0.2962493
## INFO  [12:38:15.988] [bbotk]  1645        0.12     0.136717027          4  0.2413008
## INFO  [12:38:15.988] [bbotk]  1646        0.00     0.091137790          2  0.1967746
## INFO  [12:38:15.988] [bbotk]  1647        0.02     0.011342702          1  0.2079265
## INFO  [12:38:15.988] [bbotk]  1648        0.02     0.058823529          1  0.1749689
## INFO  [12:38:15.988] [bbotk]  1649        0.47     0.245909396          7  0.3833077
## INFO  [12:38:15.988] [bbotk]  1650        0.27     0.169040232          5  0.2476941
## INFO  [12:38:15.988] [bbotk]  1651        0.07     0.025928612          2  0.2249426
## INFO  [12:38:15.988] [bbotk]  1652        0.17     0.159470650          6  0.3070864
## INFO  [12:38:15.988] [bbotk]  1653        0.37     0.220378274          6  0.3244530
## INFO  [12:38:15.988] [bbotk]  1654        0.37     0.136409787          5  0.3311093
## INFO  [12:38:15.988] [bbotk]  1655        0.07     0.100274657          3  0.2555441
## INFO  [12:38:15.988] [bbotk]  1656        0.02     0.001003029          1  0.2004217
## INFO  [12:38:15.988] [bbotk]  1657        0.02     0.059937988          2  0.1738544
## INFO  [12:38:15.988] [bbotk]  1658        0.02     0.058823529          1  0.1749689
## INFO  [12:38:15.988] [bbotk]  1659        0.17     0.126717978          4  0.2656306
## INFO  [12:38:15.988] [bbotk]  1660        0.02     0.083696804          4  0.2238873
## INFO  [12:38:16.327] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:38:16.549] [bbotk] Result of batch 84:
## INFO  [12:38:16.556] [bbotk]  stroke heatF laneF heatP laneP   pointP reactiontimeP swimtimeP daytimeP
## INFO  [12:38:16.556] [bbotk]     FLY     1     7     3     7 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:16.556] [bbotk]    FREE     1     2    12     5 902.0000     0.7700000  467.8700 1819.756
## INFO  [12:38:16.556] [bbotk]     FLY     7     7     6     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:16.556] [bbotk]    FREE    11     7     4     5 934.0091     0.7700000  467.8700 1030.000
## INFO  [12:38:16.556] [bbotk]    FREE     1     9     4     5 902.0000     0.8094055  710.3413 1030.000
## INFO  [12:38:16.556] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:16.556] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:16.556] [bbotk]    FREE    11     7     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:16.556] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:16.556] [bbotk]    FREE     1     5     4     5 867.7539     0.7700000  467.8700 1257.496
## INFO  [12:38:16.556] [bbotk]    FREE     1     7     2     5 881.5874     0.7928678  592.4302 1030.000
## INFO  [12:38:16.556] [bbotk]    FREE     1     8     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:16.556] [bbotk]    FREE     1     1     4     1 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:16.556] [bbotk]    FREE     1     7     4     5 902.0000     0.7821215  467.8700 1030.000
## INFO  [12:38:16.556] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:16.556] [bbotk]    FREE    11     7     4     5 962.2366     0.7700000  467.8700 1030.000
## INFO  [12:38:16.556] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:16.556] [bbotk]    FREE     1     7     4     5 902.4318     0.7700000  467.8700 1030.000
## INFO  [12:38:16.556] [bbotk]     FLY     1     5     4     5 902.0000     0.6748807  467.8700 1030.000
## INFO  [12:38:16.556] [bbotk]    FREE     1     7     4     5 948.1178     0.7949244  467.8700 1017.740
## INFO  [12:38:16.556] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:38:16.556] [bbotk]         29.24188          29.33477         30.24000         25.43407  84  NA
## INFO  [12:38:16.556] [bbotk]         22.59776          29.61000         30.24000         26.85000  84  NA
## INFO  [12:38:16.556] [bbotk]         29.56926          29.61000         30.24000         29.59389  84  NA
## INFO  [12:38:16.556] [bbotk]         29.65534          22.04688         30.24000         26.85000  84  NA
## INFO  [12:38:16.556] [bbotk]         29.24188          29.61000         23.47463         31.91732  84  NA
## INFO  [12:38:16.556] [bbotk]         29.82639          29.61000         30.24000         30.83830  84  NA
## INFO  [12:38:16.556] [bbotk]         29.24188          29.61000         30.24000         26.85000  84  NA
## INFO  [12:38:16.556] [bbotk]         21.93795          29.61000         35.43030         26.85000  84  NA
## INFO  [12:38:16.556] [bbotk]         29.38971          29.61000         30.24000         26.85000  84  NA
## INFO  [12:38:16.556] [bbotk]         28.15480          23.45228         30.24000         26.85000  84  NA
## INFO  [12:38:16.556] [bbotk]         33.57690          29.61000         30.24000         29.16233  84  NA
## INFO  [12:38:16.556] [bbotk]         29.55001          29.61000         30.24000         26.85000  84  NA
## INFO  [12:38:16.556] [bbotk]         29.00360          29.61000         30.24000         26.85000  84  NA
## INFO  [12:38:16.556] [bbotk]         29.24188          32.75177         26.55097         26.85000  84  NA
## INFO  [12:38:16.556] [bbotk]         29.43990          29.61000         30.24000         26.85000  84  NA
## INFO  [12:38:16.556] [bbotk]         29.24188          29.61000         21.82748         26.85000  84  NA
## INFO  [12:38:16.556] [bbotk]         29.38916          29.61000         30.24000         26.85000  84  NA
## INFO  [12:38:16.556] [bbotk]         29.40573          29.61000         30.24000         26.85000  84  NA
## INFO  [12:38:16.556] [bbotk]         29.24188          26.84686         30.24000         26.85000  84  NA
## INFO  [12:38:16.556] [bbotk]         29.16372          29.61000         30.24000         26.85000  84  NA
## INFO  [12:38:16.556] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:38:16.556] [bbotk]  1661        0.32    0.1846627005          5  0.2924501
## INFO  [12:38:16.556] [bbotk]  1662        0.22    0.1925694598          4  0.2151129
## INFO  [12:38:16.556] [bbotk]  1663        0.07    0.1916192596          5  0.3322144
## INFO  [12:38:16.556] [bbotk]  1664        0.12    0.1011874366          4  0.2966467
## INFO  [12:38:16.556] [bbotk]  1665        0.27    0.1268429890          5  0.2657556
## INFO  [12:38:16.556] [bbotk]  1666        0.02    0.0224641298          2  0.2218828
## INFO  [12:38:16.556] [bbotk]  1667        0.07    0.0000000000          0  0.1994186
## INFO  [12:38:16.556] [bbotk]  1668        0.07    0.1049245251          3  0.3039385
## INFO  [12:38:16.556] [bbotk]  1669        0.00    0.0594293356          2  0.1743631
## INFO  [12:38:16.556] [bbotk]  1670        0.22    0.1130301764          5  0.2186670
## INFO  [12:38:16.556] [bbotk]  1671        0.02    0.1069005082          6  0.2474956
## INFO  [12:38:16.556] [bbotk]  1672        0.22    0.0600861797          2  0.2006813
## INFO  [12:38:16.556] [bbotk]  1673        0.17    0.1186234555          3  0.2020917
## INFO  [12:38:16.556] [bbotk]  1674        0.27    0.0256569564          3  0.2233931
## INFO  [12:38:16.556] [bbotk]  1675        0.02    0.0008114694          1  0.2002301
## INFO  [12:38:16.556] [bbotk]  1676        0.17    0.1063793740          3  0.3012807
## INFO  [12:38:16.556] [bbotk]  1677        0.02    0.0006035266          1  0.2000222
## INFO  [12:38:16.556] [bbotk]  1678        0.02    0.0008244729          2  0.1999371
## INFO  [12:38:16.556] [bbotk]  1679        0.27    0.1439038582          4  0.2600492
## INFO  [12:38:16.556] [bbotk]  1680        0.02    0.0214755461          4  0.2176547
## INFO  [12:38:16.925] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:38:17.119] [bbotk] Result of batch 85:
## INFO  [12:38:17.127] [bbotk]  stroke heatF laneF heatP laneP    pointP reactiontimeP swimtimeP daytimeP
## INFO  [12:38:17.127] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:17.127] [bbotk]    FREE     9     7     4     5  965.7848     0.7700000  467.8700 1030.000
## INFO  [12:38:17.127] [bbotk]  BREAST     3     5     4     4  902.0000     0.7700000  467.8700 1039.153
## INFO  [12:38:17.127] [bbotk]     FLY    11     7     3     4  902.0000     0.7700000  467.8700 1715.124
## INFO  [12:38:17.127] [bbotk]    FREE     1     7     4     5  860.5358     0.7700000  799.4321 1742.766
## INFO  [12:38:17.127] [bbotk]    FREE     1     5     7     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:17.127] [bbotk]    FREE     1     5     4     7  902.0000     0.7754099  467.8700 1030.000
## INFO  [12:38:17.127] [bbotk]  MEDLEY     1     7     4     1  902.0000     0.7280399  251.0729 1030.000
## INFO  [12:38:17.127] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:17.127] [bbotk]    FREE     1     8     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:17.127] [bbotk]    FREE     1     5     4     5  933.8684     0.8212486  467.8700 1047.986
## INFO  [12:38:17.127] [bbotk]    FREE     1     5     4     5  910.7745     0.7700000  467.8700 1818.494
## INFO  [12:38:17.127] [bbotk]    FREE     1     2     4     2  911.5226     0.7597798  467.8700 1870.473
## INFO  [12:38:17.127] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:17.127] [bbotk]    FREE     9     5     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:17.127] [bbotk]    FREE     1     7     4     0  994.7846     0.7700000  467.8700 1030.000
## INFO  [12:38:17.127] [bbotk]    FREE     6     3    10     5 1006.9444     0.7927869  275.6513 1030.000
## INFO  [12:38:17.127] [bbotk]    FREE     1     7    10     5  902.4318     0.7700000  467.8700 1095.962
## INFO  [12:38:17.127] [bbotk]    FREE     1     1     4     5  971.3210     0.7700000  949.6671 1583.983
## INFO  [12:38:17.127] [bbotk]    FREE     1     2     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:17.127] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:38:17.127] [bbotk]         29.39920          29.61000         30.24000         26.85000  85  NA
## INFO  [12:38:17.127] [bbotk]         29.24188          27.32441         30.24000         26.41537  85  NA
## INFO  [12:38:17.127] [bbotk]         29.45456          32.70263         33.87012         25.87609  85  NA
## INFO  [12:38:17.127] [bbotk]         29.56952          29.61000         30.24000         26.85000  85  NA
## INFO  [12:38:17.127] [bbotk]         29.71031          31.24794         25.41163         26.85000  85  NA
## INFO  [12:38:17.127] [bbotk]         29.55111          29.61000         25.35064         26.85000  85  NA
## INFO  [12:38:17.127] [bbotk]         29.38916          35.86009         30.24000         26.85000  85  NA
## INFO  [12:38:17.127] [bbotk]         29.65534          24.70052         30.24000         26.85000  85  NA
## INFO  [12:38:17.127] [bbotk]         29.43990          29.61000         30.24000         26.85000  85  NA
## INFO  [12:38:17.127] [bbotk]         29.24188          31.01643         30.24000         26.85000  85  NA
## INFO  [12:38:17.127] [bbotk]         29.24188          29.61000         31.07635         26.85000  85  NA
## INFO  [12:38:17.127] [bbotk]         29.24188          28.67799         30.08431         26.85000  85  NA
## INFO  [12:38:17.127] [bbotk]         24.16845          29.61000         24.44670         26.85000  85  NA
## INFO  [12:38:17.127] [bbotk]         29.24188          29.61000         30.24000         26.85000  85  NA
## INFO  [12:38:17.127] [bbotk]         29.56926          29.61000         30.24000         27.57513  85  NA
## INFO  [12:38:17.127] [bbotk]         29.39221          29.61000         30.24000         26.85000  85  NA
## INFO  [12:38:17.127] [bbotk]         26.36044          29.61000         30.24000         25.33504  85  NA
## INFO  [12:38:17.127] [bbotk]         29.24188          29.61000         34.38975         26.70083  85  NA
## INFO  [12:38:17.127] [bbotk]         23.59967          26.34956         30.24000         22.33103  85  NA
## INFO  [12:38:17.127] [bbotk]         29.24188          29.61000         27.19358         26.85000  85  NA
## INFO  [12:38:17.127] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:38:17.127] [bbotk]  1681        0.00    0.0594681969          2  0.1743242
## INFO  [12:38:17.127] [bbotk]  1682        0.17    0.0924758953          4  0.2860230
## INFO  [12:38:17.127] [bbotk]  1683        0.17    0.2649213453          9  0.2881112
## INFO  [12:38:17.127] [bbotk]  1684        0.02    0.2780139666          6  0.3182676
## INFO  [12:38:17.127] [bbotk]  1685        0.17    0.1015705224          6  0.2972462
## INFO  [12:38:17.127] [bbotk]  1686        0.12    0.1341478061          4  0.2136347
## INFO  [12:38:17.127] [bbotk]  1687        0.32    0.1433700498          5  0.2253263
## INFO  [12:38:17.127] [bbotk]  1688        0.22    0.1586495879          6  0.2923577
## INFO  [12:38:17.127] [bbotk]  1689        0.02    0.0008114694          1  0.2002301
## INFO  [12:38:17.127] [bbotk]  1690        0.27    0.0642771281          2  0.2048722
## INFO  [12:38:17.127] [bbotk]  1691        0.02    0.0821823614          5  0.1650900
## INFO  [12:38:17.127] [bbotk]  1692        0.02    0.1136520138          5  0.2130702
## INFO  [12:38:17.127] [bbotk]  1693        0.52    0.2122904524          7  0.2759509
## INFO  [12:38:17.127] [bbotk]  1694        0.07    0.0000000000          0  0.1994186
## INFO  [12:38:17.127] [bbotk]  1695        0.00    0.1226374168          4  0.2288021
## INFO  [12:38:17.127] [bbotk]  1696        0.02    0.0923185926          3  0.2630393
## INFO  [12:38:17.127] [bbotk]  1697        0.00    0.2487066190          8  0.3135617
## INFO  [12:38:17.127] [bbotk]  1698        0.00    0.0766400301          5  0.2154279
## INFO  [12:38:17.127] [bbotk]  1699        0.27    0.2051602285          7  0.3394792
## INFO  [12:38:17.127] [bbotk]  1700        0.37    0.0683151165          2  0.1484042
## INFO  [12:38:17.433] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:38:17.639] [bbotk] Result of batch 86:
## INFO  [12:38:17.647] [bbotk]  stroke heatF laneF heatP laneP    pointP reactiontimeP swimtimeP daytimeP
## INFO  [12:38:17.647] [bbotk]    FREE     1     4     7     9  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:17.647] [bbotk]    FREE     1     5    11     5  902.0000     0.7700000  467.8700 1653.979
## INFO  [12:38:17.647] [bbotk]  MEDLEY     1     5     4     5  904.4862     0.7871385  233.9999 1030.000
## INFO  [12:38:17.647] [bbotk]    FREE     3     7     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:17.647] [bbotk]    FREE     1     7     1     5 1001.5531     0.7715919  467.8700 1030.000
## INFO  [12:38:17.647] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:17.647] [bbotk]    FREE     2     7     4     5  893.3482     0.7700000  591.4400 1644.888
## INFO  [12:38:17.647] [bbotk]    FREE     1     5     1     5  902.0000     0.7851453  467.8700 1030.000
## INFO  [12:38:17.647] [bbotk]    FREE     3     5     4     7  902.0000     0.7700000  195.4618 1218.214
## INFO  [12:38:17.647] [bbotk]    FREE     7     5     4     5  902.0000     0.7700000  467.8700 1652.419
## INFO  [12:38:17.647] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:17.647] [bbotk]    FREE     1     7     4     5  902.0000     0.7485065  467.8700 1030.000
## INFO  [12:38:17.647] [bbotk]    BACK     1     6     4     5  902.0000     0.8109149  467.8700 1030.000
## INFO  [12:38:17.647] [bbotk]     FLY     1     7     1     3  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:17.647] [bbotk]    FREE     1     7     2     5  931.8461     0.7912970  467.8700 1030.000
## INFO  [12:38:17.647] [bbotk]    FREE     1     2     4     5  934.0091     0.7768988  467.8700 1030.000
## INFO  [12:38:17.647] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:17.647] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:17.647] [bbotk]  MEDLEY     1     5     5     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:17.647] [bbotk]    FREE     1     7     9     7  902.0000     0.7700000  467.8700 1378.835
## INFO  [12:38:17.647] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:38:17.647] [bbotk]         29.50434          29.61000         30.24000         26.85000  86  NA
## INFO  [12:38:17.647] [bbotk]         29.37414          29.61000         30.24000         26.85000  86  NA
## INFO  [12:38:17.647] [bbotk]         29.24188          29.61000         30.24000         22.74393  86  NA
## INFO  [12:38:17.647] [bbotk]         29.24188          24.08611         30.24000         26.85000  86  NA
## INFO  [12:38:17.647] [bbotk]         29.24188          25.17370         30.93996         26.85000  86  NA
## INFO  [12:38:17.647] [bbotk]         29.24188          33.56597         30.24000         22.57747  86  NA
## INFO  [12:38:17.647] [bbotk]         29.40573          26.37089         36.02238         26.85000  86  NA
## INFO  [12:38:17.647] [bbotk]         29.24188          29.61000         26.95992         26.85000  86  NA
## INFO  [12:38:17.647] [bbotk]         29.36484          33.42271         30.24000         26.85000  86  NA
## INFO  [12:38:17.647] [bbotk]         29.24188          31.95572         30.45884         26.85000  86  NA
## INFO  [12:38:17.647] [bbotk]         29.43990          29.61000         30.24000         26.85000  86  NA
## INFO  [12:38:17.647] [bbotk]         29.24188          26.45943         30.24000         26.85000  86  NA
## INFO  [12:38:17.647] [bbotk]         29.24188          29.61000         30.24000         26.85000  86  NA
## INFO  [12:38:17.647] [bbotk]         25.86379          29.61000         30.24000         26.85000  86  NA
## INFO  [12:38:17.647] [bbotk]         29.45456          29.17502         30.24000         26.85000  86  NA
## INFO  [12:38:17.647] [bbotk]         29.65534          29.61000         30.24000         26.85000  86  NA
## INFO  [12:38:17.647] [bbotk]         29.47479          29.61000         30.24000         26.85000  86  NA
## INFO  [12:38:17.647] [bbotk]         29.24188          29.61000         30.24000         26.85000  86  NA
## INFO  [12:38:17.647] [bbotk]         29.24188          26.09056         30.24000         26.85000  86  NA
## INFO  [12:38:17.647] [bbotk]         21.89331          29.61000         25.47740         26.85000  86  NA
## INFO  [12:38:17.647] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:38:17.647] [bbotk]  1701        0.07    0.1775461278          4  0.2341985
## INFO  [12:38:17.647] [bbotk]  1702        0.00    0.1558734885          4  0.2376451
## INFO  [12:38:17.647] [bbotk]  1703        0.12    0.1564614157          6  0.2566990
## INFO  [12:38:17.647] [bbotk]  1704        0.22    0.0802430893          2  0.2785372
## INFO  [12:38:17.647] [bbotk]  1705        0.22    0.1137442805          5  0.2503800
## INFO  [12:38:17.647] [bbotk]  1706        0.22    0.0956624578          3  0.1969953
## INFO  [12:38:17.647] [bbotk]  1707        0.17    0.1379183899          7  0.3362125
## INFO  [12:38:17.647] [bbotk]  1708        0.17    0.1303413689          4  0.2048789
## INFO  [12:38:17.647] [bbotk]  1709        0.17    0.2199816949          7  0.3033693
## INFO  [12:38:17.647] [bbotk]  1710        0.02    0.1650149070          5  0.2544756
## INFO  [12:38:17.647] [bbotk]  1711        0.02    0.0008114694          1  0.2002301
## INFO  [12:38:17.647] [bbotk]  1712        0.22    0.0157287218          2  0.2069988
## INFO  [12:38:17.647] [bbotk]  1713        0.22    0.1243325011          3  0.2572949
## INFO  [12:38:17.647] [bbotk]  1714        0.22    0.1903132182          4  0.3108472
## INFO  [12:38:17.647] [bbotk]  1715        0.02    0.0754378384          5  0.2120736
## INFO  [12:38:17.647] [bbotk]  1716        0.12    0.0729877603          4  0.1519245
## INFO  [12:38:17.647] [bbotk]  1717        0.02    0.0009544163          1  0.2003731
## INFO  [12:38:17.647] [bbotk]  1718        0.07    0.0000000000          0  0.1994186
## INFO  [12:38:17.647] [bbotk]  1719        0.22    0.1901176659          4  0.2119412
## INFO  [12:38:17.647] [bbotk]  1720        0.22    0.1836658606          5  0.3124071
## INFO  [12:38:18.020] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:38:18.221] [bbotk] Result of batch 87:
## INFO  [12:38:18.228] [bbotk]  stroke heatF laneF heatP laneP   pointP reactiontimeP swimtimeP daytimeP
## INFO  [12:38:18.228] [bbotk]    FREE     8     5    10     5 902.5296     0.7700000  467.8700 1496.706
## INFO  [12:38:18.228] [bbotk]    FREE     1     4     6     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:18.228] [bbotk]    FREE     1     7     4     5 873.9013     0.7700000  467.8700 1030.000
## INFO  [12:38:18.228] [bbotk]    FREE     5     7     3     5 902.0000     0.7301057  118.7857 1030.000
## INFO  [12:38:18.228] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:18.228] [bbotk]    FREE     1     3     8     5 902.0000     0.7700000  374.0140 1030.000
## INFO  [12:38:18.228] [bbotk]    FREE     1     7     4     5 904.9057     0.7700000  467.8700 1030.000
## INFO  [12:38:18.228] [bbotk]    FREE     7     5     4     5 869.3906     0.7700000  727.2137 1030.000
## INFO  [12:38:18.228] [bbotk]    FREE     1     2     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:18.228] [bbotk]    FREE     1     5     9     5 902.0000     0.7700000  345.6801 1030.000
## INFO  [12:38:18.228] [bbotk]    BACK    10     7     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:18.228] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  198.3473 1030.000
## INFO  [12:38:18.228] [bbotk]    FREE     1     5     4     5 934.0091     0.7700000  467.8700 1030.000
## INFO  [12:38:18.228] [bbotk]    FREE     1     7     1     5 902.0000     0.8205798  467.8700 1030.000
## INFO  [12:38:18.228] [bbotk]    FREE    10     1     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:18.228] [bbotk]    FREE     1     5     4     6 909.4095     0.7700000  467.8700 1030.000
## INFO  [12:38:18.228] [bbotk]  BREAST     2     0     4     5 897.3841     0.7700000  467.8700 1030.000
## INFO  [12:38:18.228] [bbotk]    FREE     1     7     4     1 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:18.228] [bbotk]    FREE     9     7     4     0 902.0000     0.8287843  467.8700 1030.000
## INFO  [12:38:18.228] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:18.228] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:38:18.228] [bbotk]         31.32787          24.45625         30.24000         26.85000  87  NA
## INFO  [12:38:18.228] [bbotk]         29.39096          29.61000         28.54050         22.90925  87  NA
## INFO  [12:38:18.228] [bbotk]         29.18838          29.61000         35.68940         26.85000  87  NA
## INFO  [12:38:18.228] [bbotk]         24.40058          30.84730         30.24000         26.85000  87  NA
## INFO  [12:38:18.228] [bbotk]         31.61689          29.61000         35.71779         26.96683  87  NA
## INFO  [12:38:18.228] [bbotk]         29.24188          23.48483         30.24000         26.85000  87  NA
## INFO  [12:38:18.228] [bbotk]         29.24188          29.61000         30.24000         26.85000  87  NA
## INFO  [12:38:18.228] [bbotk]         29.85354          29.61000         30.24000         26.85000  87  NA
## INFO  [12:38:18.228] [bbotk]         29.24188          23.97024         26.29717         26.85000  87  NA
## INFO  [12:38:18.228] [bbotk]         29.24188          29.61000         30.24000         32.60879  87  NA
## INFO  [12:38:18.228] [bbotk]         29.40301          29.61000         30.24000         26.85000  87  NA
## INFO  [12:38:18.228] [bbotk]         29.24188          29.61000         40.15825         26.85000  87  NA
## INFO  [12:38:18.228] [bbotk]         29.24188          29.61000         30.24000         26.85000  87  NA
## INFO  [12:38:18.228] [bbotk]         29.24188          30.11869         30.24000         26.85000  87  NA
## INFO  [12:38:18.228] [bbotk]         29.24188          23.20144         30.24000         28.04454  87  NA
## INFO  [12:38:18.228] [bbotk]         29.65535          29.61000         30.24000         21.43429  87  NA
## INFO  [12:38:18.228] [bbotk]         29.24188          29.61000         30.24000         26.85000  87  NA
## INFO  [12:38:18.228] [bbotk]         29.24188          29.61000         30.24000         26.85000  87  NA
## INFO  [12:38:18.228] [bbotk]         29.39920          29.61000         30.24000         26.85000  87  NA
## INFO  [12:38:18.228] [bbotk]         29.56952          29.61000         30.24000         26.85000  87  NA
## INFO  [12:38:18.228] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:38:18.228] [bbotk]  1721        0.07     0.233376649          7  0.3136484
## INFO  [12:38:18.228] [bbotk]  1722        0.27     0.143382710          5  0.1815446
## INFO  [12:38:18.228] [bbotk]  1723        0.07     0.027154683          3  0.2261687
## INFO  [12:38:18.228] [bbotk]  1724        0.12     0.170402626          6  0.2974580
## INFO  [12:38:18.228] [bbotk]  1725        0.00     0.086210544          4  0.1723946
## INFO  [12:38:18.228] [bbotk]  1726        0.22     0.147205751          4  0.2202947
## INFO  [12:38:18.228] [bbotk]  1727        0.07     0.001029674          1  0.1983890
## INFO  [12:38:18.228] [bbotk]  1728        0.02     0.147756561          5  0.2546442
## INFO  [12:38:18.228] [bbotk]  1729        0.47     0.092976885          3  0.1719415
## INFO  [12:38:18.228] [bbotk]  1730        0.07     0.154185880          4  0.2358597
## INFO  [12:38:18.228] [bbotk]  1731        0.02     0.118307343          3  0.3177260
## INFO  [12:38:18.228] [bbotk]  1732        0.17     0.047579310          2  0.2469002
## INFO  [12:38:18.228] [bbotk]  1733        0.00     0.070166232          2  0.1636326
## INFO  [12:38:18.228] [bbotk]  1734        0.07     0.069060714          3  0.2096558
## INFO  [12:38:18.228] [bbotk]  1735        0.32     0.148507882          4  0.2864077
## INFO  [12:38:18.228] [bbotk]  1736        0.22     0.149218613          5  0.2198139
## INFO  [12:38:18.228] [bbotk]  1737        0.17     0.178106288          4  0.3187014
## INFO  [12:38:18.228] [bbotk]  1738        0.07     0.058823529          1  0.2435332
## INFO  [12:38:18.228] [bbotk]  1739        0.17     0.127897009          4  0.2921068
## INFO  [12:38:18.228] [bbotk]  1740        0.02     0.001342612          1  0.2007612
## INFO  [12:38:18.515] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:38:18.776] [bbotk] Result of batch 88:
## INFO  [12:38:18.788] [bbotk]  stroke heatF laneF heatP laneP   pointP reactiontimeP swimtimeP daytimeP
## INFO  [12:38:18.788] [bbotk]  MEDLEY     1     7     3     5 899.4598     0.7700000 467.87000 1324.153
## INFO  [12:38:18.788] [bbotk]    FREE     1     7     9     5 890.4520     0.7700000 467.87000 1030.000
## INFO  [12:38:18.788] [bbotk]    FREE    11     7     4     5 902.0000     0.7700000 544.56708 1030.000
## INFO  [12:38:18.788] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000 467.87000 1427.444
## INFO  [12:38:18.788] [bbotk]    FREE     4     7     4     5 934.0091     0.7700000 467.87000 1030.000
## INFO  [12:38:18.788] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000 467.87000 1291.711
## INFO  [12:38:18.788] [bbotk]    FREE     1     5     4     5 928.8620     0.7700000 467.87000 1030.000
## INFO  [12:38:18.788] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000 314.56213 1638.992
## INFO  [12:38:18.788] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000 467.87000 1049.458
## INFO  [12:38:18.788] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000 935.88305 1030.000
## INFO  [12:38:18.788] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:18.788] [bbotk]     FLY     1     7     4     5 902.0000     0.7700000 586.52497 1823.709
## INFO  [12:38:18.788] [bbotk]    FREE     1     7     4     5 859.3096     0.7700000 467.87000 1030.000
## INFO  [12:38:18.788] [bbotk]    FREE     1     5     4     5 896.2754     0.7629073 367.22511 1030.000
## INFO  [12:38:18.788] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:18.788] [bbotk]  BREAST     1     7     4     5 902.0000     0.7700000 392.81144 1030.000
## INFO  [12:38:18.788] [bbotk]    FREE     8     7     9     5 945.7128     0.7700000  62.00753 1030.000
## INFO  [12:38:18.788] [bbotk]    FREE     1     5    11     5 902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:18.788] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:18.788] [bbotk]    FREE     1     9    12     5 902.0000     0.7623421 105.81678 1030.000
## INFO  [12:38:18.788] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:38:18.788] [bbotk]         25.71690          28.45587         30.24000         26.85000  88  NA
## INFO  [12:38:18.788] [bbotk]         30.71243          23.55582         30.73861         26.85000  88  NA
## INFO  [12:38:18.788] [bbotk]         29.38971          29.61000         30.24000         26.85000  88  NA
## INFO  [12:38:18.788] [bbotk]         29.39221          29.61000         30.24000         26.85000  88  NA
## INFO  [12:38:18.788] [bbotk]         29.24188          32.25019         30.24000         21.51297  88  NA
## INFO  [12:38:18.788] [bbotk]         33.41587          29.61000         30.24000         26.85000  88  NA
## INFO  [12:38:18.788] [bbotk]         29.47841          29.61000         30.24000         26.85000  88  NA
## INFO  [12:38:18.788] [bbotk]         32.76784          29.61000         30.24000         26.85000  88  NA
## INFO  [12:38:18.788] [bbotk]         29.42347          27.84201         30.24000         26.85000  88  NA
## INFO  [12:38:18.788] [bbotk]         29.24188          29.61000         30.24000         21.59985  88  NA
## INFO  [12:38:18.788] [bbotk]         29.40013          29.61000         30.24000         26.85000  88  NA
## INFO  [12:38:18.788] [bbotk]         29.24188          29.61000         30.24000         26.85000  88  NA
## INFO  [12:38:18.788] [bbotk]         29.52717          29.61000         29.40970         25.86360  88  NA
## INFO  [12:38:18.788] [bbotk]         29.24188          28.22236         30.24000         21.65748  88  NA
## INFO  [12:38:18.788] [bbotk]         29.38916          29.61000         30.24000         26.85000  88  NA
## INFO  [12:38:18.788] [bbotk]         29.55554          29.83688         30.24000         26.85000  88  NA
## INFO  [12:38:18.788] [bbotk]         29.45456          29.61000         30.24000         26.85000  88  NA
## INFO  [12:38:18.788] [bbotk]         21.80776          24.45266         30.24000         26.85000  88  NA
## INFO  [12:38:18.788] [bbotk]         29.48665          29.61000         30.24000         26.85000  88  NA
## INFO  [12:38:18.788] [bbotk]         29.24188          29.61000         30.07478         26.85000  88  NA
## INFO  [12:38:18.788] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:38:18.788] [bbotk]  1741        0.17     0.155231996          6  0.2942979
## INFO  [12:38:18.788] [bbotk]  1742        0.17     0.093970965          5  0.2334416
## INFO  [12:38:18.788] [bbotk]  1743        0.02     0.064175184          3  0.2635938
## INFO  [12:38:18.788] [bbotk]  1744        0.00     0.083442712          3  0.1878475
## INFO  [12:38:18.788] [bbotk]  1745        0.17     0.107259583          4  0.3019312
## INFO  [12:38:18.788] [bbotk]  1746        0.02     0.091733337          3  0.1798010
## INFO  [12:38:18.788] [bbotk]  1747        0.00     0.069311560          3  0.1644809
## INFO  [12:38:18.788] [bbotk]  1748        0.07     0.060714260          3  0.2600351
## INFO  [12:38:18.788] [bbotk]  1749        0.07     0.067598373          4  0.1799052
## INFO  [12:38:18.788] [bbotk]  1750        0.17     0.055378139          2  0.2528846
## INFO  [12:38:18.788] [bbotk]  1751        0.00     0.059472034          2  0.1743204
## INFO  [12:38:18.788] [bbotk]  1752        0.12     0.114100721          3  0.2536797
## INFO  [12:38:18.788] [bbotk]  1753        0.07     0.023847253          4  0.2196713
## INFO  [12:38:18.788] [bbotk]  1754        0.22     0.099747975          6  0.2158933
## INFO  [12:38:18.788] [bbotk]  1755        0.00     0.059427056          2  0.1743654
## INFO  [12:38:18.788] [bbotk]  1756        0.12     0.065633092          4  0.2585430
## INFO  [12:38:18.788] [bbotk]  1757        0.00     0.159122465          5  0.2967849
## INFO  [12:38:18.788] [bbotk]  1758        0.12     0.168108584          4  0.2480354
## INFO  [12:38:18.788] [bbotk]  1759        0.02     0.001003029          1  0.2004217
## INFO  [12:38:18.788] [bbotk]  1760        0.22     0.141816165          5  0.2199579
## INFO  [12:38:19.140] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:38:19.440] [bbotk] Result of batch 89:
## INFO  [12:38:19.447] [bbotk]  stroke heatF laneF heatP laneP    pointP reactiontimeP swimtimeP  daytimeP
## INFO  [12:38:19.447] [bbotk]  MEDLEY     1     7     4     5 1008.5722     0.7700000  467.8700 1030.0000
## INFO  [12:38:19.447] [bbotk]    FREE     1     7     4     5  904.5889     0.7700000  467.8700 1030.0000
## INFO  [12:38:19.447] [bbotk]    FREE     1     7     4     5  902.0000     0.7571305  467.8700 1030.0000
## INFO  [12:38:19.447] [bbotk]  BREAST     1     6     4     5  902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:38:19.447] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:38:19.447] [bbotk]    FREE     8     7     4     5  975.0710     0.7700000  277.8294 1805.8368
## INFO  [12:38:19.447] [bbotk]    FREE     1     7     4     2  902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:38:19.447] [bbotk]  BREAST     1     5     4     7  902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:38:19.447] [bbotk]    FREE     1     7     4     5  888.0348     0.7700000  467.8700 1030.0000
## INFO  [12:38:19.447] [bbotk]    BACK     1     7     4     5  902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:38:19.447] [bbotk]    FREE     5     8     4     5  902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:38:19.447] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:38:19.447] [bbotk]    FREE     1     7     4     5  902.0000     0.7913293  467.8700 1057.2942
## INFO  [12:38:19.447] [bbotk]    FREE     1     7     4     5  934.0091     0.7700000  467.8700 1030.0000
## INFO  [12:38:19.447] [bbotk]     FLY     1     7     4     5 1001.8219     0.7700000  467.8700 1030.0000
## INFO  [12:38:19.447] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:38:19.447] [bbotk]  BREAST     4     7     4     5  902.0000     0.7546308  467.8700 1421.1687
## INFO  [12:38:19.447] [bbotk]    FREE     1     1     4     5  902.0000     0.7700000  760.0702  938.7244
## INFO  [12:38:19.447] [bbotk]    FREE     1     5     4     5  934.0091     0.7700000  467.8700 1030.0000
## INFO  [12:38:19.447] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:38:19.447] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:38:19.447] [bbotk]         29.24188          29.61000         30.24000         26.85000  89  NA
## INFO  [12:38:19.447] [bbotk]         29.24188          29.61000         30.24000         26.85000  89  NA
## INFO  [12:38:19.447] [bbotk]         29.55554          29.61000         30.24000         30.53115  89  NA
## INFO  [12:38:19.447] [bbotk]         29.47842          22.13843         35.25750         24.18499  89  NA
## INFO  [12:38:19.447] [bbotk]         29.50846          29.61000         30.24000         26.85000  89  NA
## INFO  [12:38:19.447] [bbotk]         33.00377          29.61000         30.24000         26.85000  89  NA
## INFO  [12:38:19.447] [bbotk]         31.29146          29.61000         30.24000         26.85000  89  NA
## INFO  [12:38:19.447] [bbotk]         29.79080          29.61000         26.57160         26.85000  89  NA
## INFO  [12:38:19.447] [bbotk]         21.47349          29.61000         35.46194         26.85000  89  NA
## INFO  [12:38:19.447] [bbotk]         29.40013          29.61000         30.24000         26.85000  89  NA
## INFO  [12:38:19.447] [bbotk]         34.95422          29.61000         30.24000         32.79960  89  NA
## INFO  [12:38:19.447] [bbotk]         29.39384          29.61000         30.24000         26.85000  89  NA
## INFO  [12:38:19.447] [bbotk]         29.24188          29.61000         35.29258         26.85000  89  NA
## INFO  [12:38:19.447] [bbotk]         29.24188          29.61000         30.24000         26.85000  89  NA
## INFO  [12:38:19.447] [bbotk]         24.74958          29.61000         30.24000         26.85000  89  NA
## INFO  [12:38:19.447] [bbotk]         29.38916          29.61000         30.24000         26.85000  89  NA
## INFO  [12:38:19.447] [bbotk]         29.54382          29.61000         30.24000         26.85000  89  NA
## INFO  [12:38:19.447] [bbotk]         29.60316          29.61000         27.49915         26.85000  89  NA
## INFO  [12:38:19.447] [bbotk]         29.65534          29.61000         30.24000         26.85000  89  NA
## INFO  [12:38:19.447] [bbotk]         29.24188          29.61000         30.24000         26.85000  89  NA
## INFO  [12:38:19.447] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:38:19.447] [bbotk]  1761        0.02    0.0965883135          2  0.2931721
## INFO  [12:38:19.447] [bbotk]  1762        0.07    0.0009174018          1  0.1985012
## INFO  [12:38:19.447] [bbotk]  1763        0.02    0.0219115499          3  0.2171245
## INFO  [12:38:19.447] [bbotk]  1764        0.22    0.1766312842          6  0.3081589
## INFO  [12:38:19.447] [bbotk]  1765        0.00    0.0599159142          2  0.1738765
## INFO  [12:38:19.447] [bbotk]  1766        0.07    0.1587472703          5  0.3072797
## INFO  [12:38:19.447] [bbotk]  1767        0.22    0.0672222475          2  0.2010215
## INFO  [12:38:19.447] [bbotk]  1768        0.37    0.1901494080          5  0.2696363
## INFO  [12:38:19.447] [bbotk]  1769        0.07    0.0530515259          3  0.2520655
## INFO  [12:38:19.447] [bbotk]  1770        0.02    0.0594720342          2  0.2588907
## INFO  [12:38:19.447] [bbotk]  1771        0.32    0.1709930666          4  0.3042394
## INFO  [12:38:19.447] [bbotk]  1772        0.02    0.0006227281          1  0.2000414
## INFO  [12:38:19.447] [bbotk]  1773        0.02    0.0208756677          3  0.2202943
## INFO  [12:38:19.447] [bbotk]  1774        0.02    0.0113427025          1  0.2079265
## INFO  [12:38:19.447] [bbotk]  1775        0.12    0.1126046928          3  0.3087838
## INFO  [12:38:19.447] [bbotk]  1776        0.00    0.0594270560          2  0.1743654
## INFO  [12:38:19.447] [bbotk]  1777        0.22    0.1450198162          5  0.2968034
## INFO  [12:38:19.447] [bbotk]  1778        0.27    0.0924367313          5  0.2313494
## INFO  [12:38:19.447] [bbotk]  1779        0.00    0.0718605104          3  0.1619384
## INFO  [12:38:19.447] [bbotk]  1780        0.07    0.0000000000          0  0.1994186
## INFO  [12:38:19.800] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:38:19.997] [bbotk] Result of batch 90:
## INFO  [12:38:20.004] [bbotk]  stroke heatF laneF heatP laneP   pointP reactiontimeP swimtimeP  daytimeP
## INFO  [12:38:20.004] [bbotk]    FREE     7     9     8     5 987.4245     0.7847808  467.8700 1030.0000
## INFO  [12:38:20.004] [bbotk]    FREE     1     1     4     5 902.0000     0.7313138  467.8700  962.8111
## INFO  [12:38:20.004] [bbotk]    FREE     1     7     4     5 934.0091     0.7700000  467.8700 1030.0000
## INFO  [12:38:20.004] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:38:20.004] [bbotk]    FREE     1     7     4     5 994.0636     0.7700000  467.8700 1456.3134
## INFO  [12:38:20.004] [bbotk]    FREE    12     7     4     4 902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:38:20.004] [bbotk]  MEDLEY     2     5     9     5 890.2321     0.7700000  467.8700 1204.7973
## INFO  [12:38:20.004] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:38:20.004] [bbotk]     FLY     1     7     3     5 920.6305     0.7700000  467.8700 1721.8984
## INFO  [12:38:20.004] [bbotk]    FREE     1     8     1     5 958.8607     0.7772428  945.1216 1030.0000
## INFO  [12:38:20.004] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:38:20.004] [bbotk]    FREE     5     5     1     5 862.4103     0.7700000  467.8700 1030.0000
## INFO  [12:38:20.004] [bbotk]    BACK     1     5     9     5 902.0000     0.7700000  607.3306 1030.0000
## INFO  [12:38:20.004] [bbotk]    FREE     2     7     4     5 902.0000     0.7700000   46.7028 1030.0000
## INFO  [12:38:20.004] [bbotk]    FREE     1     7     4     5 912.7096     0.7849160  370.4664 1798.8789
## INFO  [12:38:20.004] [bbotk]  BREAST     6     8     4     5 934.1188     0.7708362  467.8700 1030.0000
## INFO  [12:38:20.004] [bbotk]    FREE    12     1    11     1 902.0000     0.7700000  768.8534 1509.2310
## INFO  [12:38:20.004] [bbotk]    FREE     1     7     9     5 934.0091     0.7700000  467.8700 1030.0000
## INFO  [12:38:20.004] [bbotk]    FREE     1     6     4     5 902.0000     0.7816471  467.8700 1030.0000
## INFO  [12:38:20.004] [bbotk]    FREE     3     7     4     1 898.9674     0.7673384  467.8700 1030.0000
## INFO  [12:38:20.004] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:38:20.004] [bbotk]         33.60473          29.61000         30.24000         26.85000  90  NA
## INFO  [12:38:20.004] [bbotk]         29.45456          29.61000         30.24000         26.85000  90  NA
## INFO  [12:38:20.004] [bbotk]         29.24188          29.61000         30.24000         26.85000  90  NA
## INFO  [12:38:20.004] [bbotk]         29.43990          29.61000         30.24000         26.85000  90  NA
## INFO  [12:38:20.004] [bbotk]         31.77642          36.40017         30.24000         26.85000  90  NA
## INFO  [12:38:20.004] [bbotk]         23.56936          29.61000         30.24000         26.85000  90  NA
## INFO  [12:38:20.004] [bbotk]         23.58685          29.61000         30.24000         26.85000  90  NA
## INFO  [12:38:20.004] [bbotk]         29.51020          29.61000         30.24000         26.85000  90  NA
## INFO  [12:38:20.004] [bbotk]         29.24188          29.61000         30.24000         26.85000  90  NA
## INFO  [12:38:20.004] [bbotk]         29.56260          29.61000         30.24000         26.85000  90  NA
## INFO  [12:38:20.004] [bbotk]         29.38971          29.61000         30.24000         26.85000  90  NA
## INFO  [12:38:20.004] [bbotk]         29.40013          29.61000         28.33726         26.85000  90  NA
## INFO  [12:38:20.004] [bbotk]         29.24188          24.53605         29.56200         32.48046  90  NA
## INFO  [12:38:20.004] [bbotk]         33.20759          35.69109         30.24000         26.85000  90  NA
## INFO  [12:38:20.004] [bbotk]         25.01897          26.05765         30.77654         22.43544  90  NA
## INFO  [12:38:20.004] [bbotk]         29.24188          23.09463         30.23655         26.85000  90  NA
## INFO  [12:38:20.004] [bbotk]         23.30107          29.61000         30.24000         29.15677  90  NA
## INFO  [12:38:20.004] [bbotk]         33.85678          29.61000         30.24000         26.85000  90  NA
## INFO  [12:38:20.004] [bbotk]         29.24188          29.61000         28.40291         26.85000  90  NA
## INFO  [12:38:20.004] [bbotk]         29.24188          29.61000         22.91843         22.94028  90  NA
## INFO  [12:38:20.004] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:38:20.004] [bbotk]  1781        0.12    0.2270346567          6  0.3059714
## INFO  [12:38:20.004] [bbotk]  1782        0.17    0.0700741118          4  0.1980267
## INFO  [12:38:20.004] [bbotk]  1783        0.02    0.0113427025          1  0.2079265
## INFO  [12:38:20.004] [bbotk]  1784        0.00    0.0596349988          2  0.1741574
## INFO  [12:38:20.004] [bbotk]  1785        0.17    0.0950858964          4  0.2633091
## INFO  [12:38:20.004] [bbotk]  1786        0.07    0.1408917515          3  0.2820463
## INFO  [12:38:20.004] [bbotk]  1787        0.07    0.2731938448          7  0.3545608
## INFO  [12:38:20.004] [bbotk]  1788        0.02    0.0010995549          1  0.2005182
## INFO  [12:38:20.004] [bbotk]  1789        0.07    0.1660353010          4  0.2520011
## INFO  [12:38:20.004] [bbotk]  1790        0.12    0.1698251640          6  0.2487619
## INFO  [12:38:20.004] [bbotk]  1791        0.02    0.0006058062          1  0.2000244
## INFO  [12:38:20.004] [bbotk]  1792        0.22    0.1970763423          6  0.2765633
## INFO  [12:38:20.004] [bbotk]  1793        0.12    0.2352195864          7  0.3123148
## INFO  [12:38:20.004] [bbotk]  1794        0.37    0.1247152111          4  0.3240361
## INFO  [12:38:20.004] [bbotk]  1795        0.27    0.1136596046          8  0.2598965
## INFO  [12:38:20.004] [bbotk]  1796        0.22    0.2132637140          7  0.3498779
## INFO  [12:38:20.004] [bbotk]  1797        0.07    0.3188125295          8  0.3404051
## INFO  [12:38:20.004] [bbotk]  1798        0.00    0.0890770541          3  0.2268373
## INFO  [12:38:20.004] [bbotk]  1799        0.27    0.0664503739          3  0.1956117
## INFO  [12:38:20.004] [bbotk]  1800        0.27    0.1616415791          6  0.3463513
## INFO  [12:38:20.342] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:38:20.557] [bbotk] Result of batch 91:
## INFO  [12:38:20.564] [bbotk]  stroke heatF laneF heatP laneP   pointP reactiontimeP swimtimeP daytimeP
## INFO  [12:38:20.564] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:20.564] [bbotk]    FREE     1     7     4     8 902.0000     0.7469051 231.66849 1030.000
## INFO  [12:38:20.564] [bbotk]    FREE    12     5    11     8 991.0749     0.7700000 529.22584 1030.000
## INFO  [12:38:20.564] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:20.564] [bbotk]    FREE    10     7     4     5 902.0000     0.7700000 467.87000 1650.360
## INFO  [12:38:20.564] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:20.564] [bbotk]    BACK     7     7     4     5 902.0000     0.7700000 224.96909 1030.000
## INFO  [12:38:20.564] [bbotk]    FREE     1     2     4     5 934.0091     0.7700000 467.87000 1195.236
## INFO  [12:38:20.564] [bbotk]    FREE     1     4     4     5 902.0000     0.7700000 467.87000 1552.646
## INFO  [12:38:20.564] [bbotk]    FREE     7     4     4     5 906.0233     0.7957308 467.87000 1030.000
## INFO  [12:38:20.564] [bbotk]    FREE     8     4     4     5 891.0640     0.7700000 467.87000 1030.000
## INFO  [12:38:20.564] [bbotk]  BREAST     9     7     4     5 902.0000     0.7913293 467.87000 1057.294
## INFO  [12:38:20.564] [bbotk]    FREE     6     7     4     5 902.0000     0.7700000  50.32714 1030.000
## INFO  [12:38:20.564] [bbotk]    FREE     1     7     4     5 902.0000     0.7855463 467.87000 1030.000
## INFO  [12:38:20.564] [bbotk]    FREE     1     5     4     3 933.3289     0.7700000 467.87000 1205.965
## INFO  [12:38:20.564] [bbotk]    FREE     1     5     8     5 902.0000     0.7700000 467.87000 1061.746
## INFO  [12:38:20.564] [bbotk]    FREE     1     5     5     1 902.0000     0.7614315 467.87000 1062.393
## INFO  [12:38:20.564] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:20.564] [bbotk]  BREAST     1     7    12     5 902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:20.564] [bbotk]    FREE     1     5     4     5 902.0000     0.7667558 467.87000 1030.000
## INFO  [12:38:20.564] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:38:20.564] [bbotk]         29.24188          29.61000         30.24000         26.85000  91  NA
## INFO  [12:38:20.564] [bbotk]         29.50846          22.10901         27.55583         22.97514  91  NA
## INFO  [12:38:20.564] [bbotk]         29.24188          29.61000         30.24000         22.99226  91  NA
## INFO  [12:38:20.564] [bbotk]         29.24188          29.61000         30.24000         26.85000  91  NA
## INFO  [12:38:20.564] [bbotk]         29.47842          29.61000         30.24000         26.85000  91  NA
## INFO  [12:38:20.564] [bbotk]         29.24188          29.61000         30.24000         26.85000  91  NA
## INFO  [12:38:20.564] [bbotk]         27.79327          32.80038         22.68857         26.85000  91  NA
## INFO  [12:38:20.564] [bbotk]         29.65534          26.07898         31.27814         26.85000  91  NA
## INFO  [12:38:20.564] [bbotk]         29.46707          29.61000         30.24000         26.85000  91  NA
## INFO  [12:38:20.564] [bbotk]         32.92696          29.61000         30.24000         26.85000  91  NA
## INFO  [12:38:20.564] [bbotk]         28.41760          21.40809         30.24000         26.85000  91  NA
## INFO  [12:38:20.564] [bbotk]         29.24188          31.95572         30.63484         26.85000  91  NA
## INFO  [12:38:20.564] [bbotk]         29.24188          29.61000         30.24000         26.85000  91  NA
## INFO  [12:38:20.564] [bbotk]         24.77834          29.61000         24.27117         32.31650  91  NA
## INFO  [12:38:20.564] [bbotk]         29.24188          29.61000         30.24000         26.85000  91  NA
## INFO  [12:38:20.564] [bbotk]         29.24188          29.61000         30.24000         26.85000  91  NA
## INFO  [12:38:20.564] [bbotk]         30.72611          27.12306         35.94531         21.83318  91  NA
## INFO  [12:38:20.564] [bbotk]         29.51050          29.61000         30.24000         26.85000  91  NA
## INFO  [12:38:20.564] [bbotk]         29.24188          34.82846         30.24000         26.85000  91  NA
## INFO  [12:38:20.564] [bbotk]         29.43295          29.61000         30.24000         26.85000  91  NA
## INFO  [12:38:20.564] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:38:20.564] [bbotk]  1801        0.07     0.000000000          0  0.1994186
## INFO  [12:38:20.564] [bbotk]  1802        0.42     0.135252296          7  0.2658514
## INFO  [12:38:20.564] [bbotk]  1803        0.17     0.290067130          7  0.3019175
## INFO  [12:38:20.564] [bbotk]  1804        0.07     0.000000000          0  0.1994186
## INFO  [12:38:20.564] [bbotk]  1805        0.02     0.097258726          3  0.2966774
## INFO  [12:38:20.564] [bbotk]  1806        0.02     0.058823529          1  0.1749689
## INFO  [12:38:20.564] [bbotk]  1807        0.27     0.174512019          6  0.3425590
## INFO  [12:38:20.564] [bbotk]  1808        0.27     0.098766176          6  0.1765784
## INFO  [12:38:20.564] [bbotk]  1809        0.07     0.091310871          3  0.2319060
## INFO  [12:38:20.564] [bbotk]  1810        0.07     0.138377764          5  0.2761380
## INFO  [12:38:20.564] [bbotk]  1811        0.32     0.156703890          5  0.2957698
## INFO  [12:38:20.564] [bbotk]  1812        0.22     0.133106641          6  0.3156869
## INFO  [12:38:20.564] [bbotk]  1813        0.22     0.084660171          2  0.2839810
## INFO  [12:38:20.564] [bbotk]  1814        0.22     0.066934755          4  0.2642663
## INFO  [12:38:20.564] [bbotk]  1815        0.02     0.139375920          4  0.2117607
## INFO  [12:38:20.564] [bbotk]  1816        0.00     0.119564340          3  0.2013359
## INFO  [12:38:20.564] [bbotk]  1817        0.32     0.238572605          9  0.2005348
## INFO  [12:38:20.564] [bbotk]  1818        0.02     0.001100771          1  0.2005194
## INFO  [12:38:20.564] [bbotk]  1819        0.37     0.137882270          3  0.2583669
## INFO  [12:38:20.564] [bbotk]  1820        0.00     0.060136594          3  0.1747160
## INFO  [12:38:20.885] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:38:21.083] [bbotk] Result of batch 92:
## INFO  [12:38:21.090] [bbotk]  stroke heatF laneF heatP laneP    pointP reactiontimeP swimtimeP daytimeP
## INFO  [12:38:21.090] [bbotk]    FREE     1     9     6     5  895.6422     0.7700000 467.87000 1773.078
## INFO  [12:38:21.090] [bbotk]  BREAST     5     7     9     5  902.0000     0.7531364 689.71117 1030.000
## INFO  [12:38:21.090] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:21.090] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:21.090] [bbotk]    BACK     1     8     4     3 1003.1897     0.7700000 467.87000 1432.374
## INFO  [12:38:21.090] [bbotk]    FREE     1     1     4     5 1007.0800     0.7700000 467.87000 1030.000
## INFO  [12:38:21.090] [bbotk]    FREE     1     1    10     4  902.0000     0.7939117 467.87000 1030.000
## INFO  [12:38:21.090] [bbotk]     FLY     7     5     3     5  902.0000     0.7700000 467.87000 1486.493
## INFO  [12:38:21.090] [bbotk]     FLY     1     5    12     5  902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:21.090] [bbotk]    FREE     1     5     4     5  950.2981     0.7913293  44.33157 1030.000
## INFO  [12:38:21.090] [bbotk]    FREE     5     5     4     5  899.8048     0.7700000 467.87000 1030.000
## INFO  [12:38:21.090] [bbotk]    FREE     1     9     4     9 1019.4597     0.7700000 344.34870 1030.000
## INFO  [12:38:21.090] [bbotk]  MEDLEY     1     2     4     5  902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:21.090] [bbotk]    FREE     1     5     4     5  946.5602     0.7700000 467.87000 1030.000
## INFO  [12:38:21.090] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:21.090] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:21.090] [bbotk]    FREE     1     7     4     5  934.0091     0.7981565 716.53090 1030.000
## INFO  [12:38:21.090] [bbotk]    FREE     1     5     4     5  934.0091     0.7700000 467.87000 1030.000
## INFO  [12:38:21.090] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:21.090] [bbotk]    FREE     8     7     4     5  902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:21.090] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:38:21.090] [bbotk]         25.99116          24.15865            30.24         26.85000  92  NA
## INFO  [12:38:21.090] [bbotk]         29.24188          29.61000            30.24         29.16316  92  NA
## INFO  [12:38:21.090] [bbotk]         29.48665          29.61000            30.24         26.85000  92  NA
## INFO  [12:38:21.090] [bbotk]         29.43990          29.61000            30.24         26.85000  92  NA
## INFO  [12:38:21.090] [bbotk]         29.24188          29.61000            30.24         26.85000  92  NA
## INFO  [12:38:21.090] [bbotk]         34.50446          24.26017            30.24         26.85000  92  NA
## INFO  [12:38:21.090] [bbotk]         31.11776          29.61000            30.24         26.85000  92  NA
## INFO  [12:38:21.090] [bbotk]         29.24188          25.54820            30.24         30.12372  92  NA
## INFO  [12:38:21.090] [bbotk]         29.24188          30.11066            30.24         26.85000  92  NA
## INFO  [12:38:21.090] [bbotk]         29.24188          31.95572            30.24         26.85000  92  NA
## INFO  [12:38:21.090] [bbotk]         29.40334          29.61000            30.24         23.65412  92  NA
## INFO  [12:38:21.090] [bbotk]         29.40084          29.61000            30.24         27.44031  92  NA
## INFO  [12:38:21.090] [bbotk]         29.24188          29.61000            30.24         26.85000  92  NA
## INFO  [12:38:21.090] [bbotk]         29.24188          29.61000            30.24         21.38342  92  NA
## INFO  [12:38:21.090] [bbotk]         29.55554          29.61000            30.24         26.85000  92  NA
## INFO  [12:38:21.090] [bbotk]         29.24188          29.61000            30.24         26.85000  92  NA
## INFO  [12:38:21.090] [bbotk]         29.24188          29.61000            30.24         26.85000  92  NA
## INFO  [12:38:21.090] [bbotk]         29.24188          29.61000            30.24         26.85000  92  NA
## INFO  [12:38:21.090] [bbotk]         29.50846          29.61000            30.24         26.85000  92  NA
## INFO  [12:38:21.090] [bbotk]         24.43371          29.61000            30.24         26.85000  92  NA
## INFO  [12:38:21.090] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:38:21.090] [bbotk]  1821        0.32      0.19923623          6  0.2794786
## INFO  [12:38:21.090] [bbotk]  1822        0.22      0.20459283          6  0.3235080
## INFO  [12:38:21.090] [bbotk]  1823        0.00      0.05982656          2  0.1739659
## INFO  [12:38:21.090] [bbotk]  1824        0.00      0.05963500          2  0.1741574
## INFO  [12:38:21.090] [bbotk]  1825        0.17      0.23662891          5  0.3055390
## INFO  [12:38:21.090] [bbotk]  1826        0.27      0.13836904          4  0.2730898
## INFO  [12:38:21.090] [bbotk]  1827        0.00      0.18806469          5  0.2051511
## INFO  [12:38:21.090] [bbotk]  1828        0.17      0.29508677          7  0.3577502
## INFO  [12:38:21.090] [bbotk]  1829        0.12      0.17841194          4  0.2601835
## INFO  [12:38:21.090] [bbotk]  1830        0.07      0.11472700          5  0.1901129
## INFO  [12:38:21.090] [bbotk]  1831        0.12      0.13516811          5  0.2499901
## INFO  [12:38:21.090] [bbotk]  1832        0.17      0.17053495          6  0.2945184
## INFO  [12:38:21.090] [bbotk]  1833        0.27      0.11764706          2  0.1994186
## INFO  [12:38:21.090] [bbotk]  1834        0.12      0.10212141          3  0.1955878
## INFO  [12:38:21.090] [bbotk]  1835        0.00      0.06010886          2  0.1736836
## INFO  [12:38:21.090] [bbotk]  1836        0.02      0.05882353          1  0.1749689
## INFO  [12:38:21.090] [bbotk]  1837        0.02      0.03133003          3  0.2279138
## INFO  [12:38:21.090] [bbotk]  1838        0.00      0.07016623          2  0.1636326
## INFO  [12:38:21.090] [bbotk]  1839        0.00      0.05991591          2  0.1738765
## INFO  [12:38:21.090] [bbotk]  1840        0.07      0.07852632          2  0.2775403
## INFO  [12:38:21.404] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:38:21.636] [bbotk] Result of batch 93:
## INFO  [12:38:21.644] [bbotk]  stroke heatF laneF heatP laneP    pointP reactiontimeP swimtimeP daytimeP
## INFO  [12:38:21.644] [bbotk]    FREE     1     7    10     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:21.644] [bbotk]  BREAST    11     7     4     9  880.7305     0.7700000  467.8700 1332.485
## INFO  [12:38:21.644] [bbotk]    FREE     1     7    12     5  950.2981     0.8154749  467.8700 1057.294
## INFO  [12:38:21.644] [bbotk]    FREE     5     5     4     5  920.5849     0.7900933  467.8700 1030.000
## INFO  [12:38:21.644] [bbotk]    FREE    10     5     4     6  902.0000     0.7844795  467.8700 1030.000
## INFO  [12:38:21.644] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:21.644] [bbotk]  MEDLEY     1     0     4     0  902.0000     0.7449285  215.1059 1030.000
## INFO  [12:38:21.644] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:21.644] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:21.644] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  538.8103 1030.000
## INFO  [12:38:21.644] [bbotk]    FREE    10     7     4     5  902.0000     0.7700000  327.9839 1030.000
## INFO  [12:38:21.644] [bbotk]    FREE     1     6     3     0  902.0000     0.7700000  467.8700 1770.210
## INFO  [12:38:21.644] [bbotk]    FREE     1     5     4     5 1011.9630     0.7700000  467.8700 1030.000
## INFO  [12:38:21.644] [bbotk]    FREE     1     4     9     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:21.644] [bbotk]    FREE     1     8     4     7  986.1111     0.7700054  467.8700 1030.000
## INFO  [12:38:21.644] [bbotk]    FREE     7     6     5     5  902.0000     0.7700000  467.8700  978.312
## INFO  [12:38:21.644] [bbotk]    BACK    10     5     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:21.644] [bbotk]    FREE     1     1     2     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:21.644] [bbotk]     FLY     2     7     4     9  902.0000     0.7792893  719.8476 1030.000
## INFO  [12:38:21.644] [bbotk]    BACK    11     7     4     1  902.0000     0.7700000  440.0851 1030.000
## INFO  [12:38:21.644] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:38:21.644] [bbotk]         29.24188          29.61000         30.24000         26.85000  93  NA
## INFO  [12:38:21.644] [bbotk]         23.74044          24.58701         34.22723         26.85000  93  NA
## INFO  [12:38:21.644] [bbotk]         29.24188          36.14384         30.24000         26.85000  93  NA
## INFO  [12:38:21.644] [bbotk]         25.25024          29.61000         30.24000         26.85000  93  NA
## INFO  [12:38:21.644] [bbotk]         23.39494          29.61000         30.24000         26.85000  93  NA
## INFO  [12:38:21.644] [bbotk]         29.50846          29.61000         30.24000         26.85000  93  NA
## INFO  [12:38:21.644] [bbotk]         25.73844          35.08887         30.24000         26.85000  93  NA
## INFO  [12:38:21.644] [bbotk]         29.24188          29.61000         30.24000         26.85000  93  NA
## INFO  [12:38:21.644] [bbotk]         29.37704          29.61000         30.24000         26.85000  93  NA
## INFO  [12:38:21.644] [bbotk]         29.24188          29.61000         29.55695         26.85000  93  NA
## INFO  [12:38:21.644] [bbotk]         29.24188          29.61000         30.24000         26.85000  93  NA
## INFO  [12:38:21.644] [bbotk]         29.24188          29.61000         30.24000         26.85000  93  NA
## INFO  [12:38:21.644] [bbotk]         27.24268          30.95674         23.59427         26.85000  93  NA
## INFO  [12:38:21.644] [bbotk]         28.17402          29.80515         34.15774         26.85000  93  NA
## INFO  [12:38:21.644] [bbotk]         29.48665          29.61000         37.04548         26.39729  93  NA
## INFO  [12:38:21.644] [bbotk]         29.39221          23.45767         30.24000         29.94779  93  NA
## INFO  [12:38:21.644] [bbotk]         29.43990          29.61000         30.24000         22.87900  93  NA
## INFO  [12:38:21.644] [bbotk]         22.17724          29.61000         30.24000         31.99970  93  NA
## INFO  [12:38:21.644] [bbotk]         29.56926          29.61000         30.24000         26.85000  93  NA
## INFO  [12:38:21.644] [bbotk]         29.24188          36.45411         30.24000         26.85000  93  NA
## INFO  [12:38:21.644] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:38:21.644] [bbotk]  1841        0.02     0.058823529          1  0.1994186
## INFO  [12:38:21.644] [bbotk]  1842        0.37     0.256719516          8  0.4055258
## INFO  [12:38:21.644] [bbotk]  1843        0.12     0.110353101          5  0.2481133
## INFO  [12:38:21.644] [bbotk]  1844        0.02     0.143872817          5  0.2435788
## INFO  [12:38:21.644] [bbotk]  1845        0.12     0.202795917          5  0.2765147
## INFO  [12:38:21.644] [bbotk]  1846        0.02     0.001092385          1  0.2005110
## INFO  [12:38:21.644] [bbotk]  1847        0.32     0.231808999          7  0.3095248
## INFO  [12:38:21.644] [bbotk]  1848        0.07     0.000000000          0  0.1994186
## INFO  [12:38:21.644] [bbotk]  1849        0.00     0.059377423          2  0.1744150
## INFO  [12:38:21.644] [bbotk]  1850        0.07     0.006517769          2  0.2042540
## INFO  [12:38:21.644] [bbotk]  1851        0.07     0.067479378          2  0.2668002
## INFO  [12:38:21.644] [bbotk]  1852        0.12     0.221174676          4  0.2364900
## INFO  [12:38:21.644] [bbotk]  1853        0.22     0.131910018          5  0.2149321
## INFO  [12:38:21.644] [bbotk]  1854        0.02     0.134985918          5  0.2163528
## INFO  [12:38:21.644] [bbotk]  1855        0.12     0.171937989          7  0.2965452
## INFO  [12:38:21.644] [bbotk]  1856        0.17     0.219652599          7  0.2281993
## INFO  [12:38:21.644] [bbotk]  1857        0.12     0.197263965          5  0.3117864
## INFO  [12:38:21.644] [bbotk]  1858        0.07     0.172509355          4  0.2530591
## INFO  [12:38:21.644] [bbotk]  1859        0.17     0.194921838          6  0.3693387
## INFO  [12:38:21.644] [bbotk]  1860        0.27     0.204728726          5  0.3733850
## INFO  [12:38:21.986] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:38:22.184] [bbotk] Result of batch 94:
## INFO  [12:38:22.191] [bbotk]  stroke heatF laneF heatP laneP   pointP reactiontimeP swimtimeP  daytimeP
## INFO  [12:38:22.191] [bbotk]  MEDLEY     1     7     4     5 902.0000     0.8117579 467.87000 1030.0000
## INFO  [12:38:22.191] [bbotk]     FLY     8     3     4     0 949.7591     0.7646506 467.87000 1030.0000
## INFO  [12:38:22.191] [bbotk]    FREE     7     7     7     5 995.2942     0.7700000 284.78427 1030.0000
## INFO  [12:38:22.191] [bbotk]    FREE     1     7     4     5 902.0000     0.7690618 467.87000  935.2120
## INFO  [12:38:22.191] [bbotk]    FREE     1     1     4     5 902.0000     0.7700000 394.57437 1570.6420
## INFO  [12:38:22.191] [bbotk]  BREAST     1     5     4     0 902.0000     0.7700000 726.36369 1030.0000
## INFO  [12:38:22.191] [bbotk]  MEDLEY     2     5     4     5 859.1476     0.7665300  43.34619 1133.2859
## INFO  [12:38:22.191] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000 467.87000 1030.0000
## INFO  [12:38:22.191] [bbotk]    FREE     1     8     4     5 902.0000     0.7700000 467.87000  982.7558
## INFO  [12:38:22.191] [bbotk]    FREE     1     1     4     0 902.0000     0.7700000 467.87000 1030.0000
## INFO  [12:38:22.191] [bbotk]    FREE     1     5     4     5 902.0000     0.8217440 467.87000 1151.7285
## INFO  [12:38:22.191] [bbotk]    FREE     1     7     4     5 967.3566     0.7700000  85.76764 1242.8655
## INFO  [12:38:22.191] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000 467.87000 1030.0000
## INFO  [12:38:22.191] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000 467.87000 1007.6909
## INFO  [12:38:22.191] [bbotk]     FLY     3     7     4     5 902.0000     0.7747844 467.87000 1030.0000
## INFO  [12:38:22.191] [bbotk]    FREE     1     7     7     5 902.0000     0.7700000 467.87000 1561.8942
## INFO  [12:38:22.191] [bbotk]    FREE     1     5     4     5 902.8353     0.7700000 467.87000 1030.0000
## INFO  [12:38:22.191] [bbotk]     FLY     1     5     4     5 931.7958     0.7789338 467.87000 1030.0000
## INFO  [12:38:22.191] [bbotk]    FREE     5     7     4     6 941.6150     0.7700000 706.74026 1030.0000
## INFO  [12:38:22.191] [bbotk]    FREE     1     7     4     6 902.0000     0.7842967 467.87000 1030.0000
## INFO  [12:38:22.191] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:38:22.191] [bbotk]         29.55554          33.49522         30.24000         26.85000  94  NA
## INFO  [12:38:22.191] [bbotk]         26.36734          34.16891         30.24000         26.85000  94  NA
## INFO  [12:38:22.191] [bbotk]         29.86140          22.74924         30.24000         26.85000  94  NA
## INFO  [12:38:22.191] [bbotk]         28.81894          29.61000         30.24000         26.85000  94  NA
## INFO  [12:38:22.191] [bbotk]         29.24188          28.20041         30.24000         26.85000  94  NA
## INFO  [12:38:22.191] [bbotk]         27.02572          29.61000         30.24000         26.85000  94  NA
## INFO  [12:38:22.191] [bbotk]         29.24188          29.61000         31.42491         26.85000  94  NA
## INFO  [12:38:22.191] [bbotk]         29.24188          29.61000         30.24000         26.85000  94  NA
## INFO  [12:38:22.191] [bbotk]         29.24188          29.61000         30.24000         27.82591  94  NA
## INFO  [12:38:22.191] [bbotk]         29.39920          21.94180         30.37942         23.28318  94  NA
## INFO  [12:38:22.191] [bbotk]         29.58612          29.61000         38.88946         26.85000  94  NA
## INFO  [12:38:22.191] [bbotk]         25.35889          29.61000         29.67705         29.43993  94  NA
## INFO  [12:38:22.191] [bbotk]         29.24188          29.61000         30.24000         26.85000  94  NA
## INFO  [12:38:22.191] [bbotk]         32.26704          29.61000         30.24000         26.85000  94  NA
## INFO  [12:38:22.191] [bbotk]         29.24188          29.61000         30.24000         26.85000  94  NA
## INFO  [12:38:22.191] [bbotk]         33.76797          29.61000         30.24000         30.36358  94  NA
## INFO  [12:38:22.191] [bbotk]         29.26929          29.61000         30.24000         26.85000  94  NA
## INFO  [12:38:22.191] [bbotk]         29.24188          29.61000         30.24000         26.85000  94  NA
## INFO  [12:38:22.191] [bbotk]         29.24188          35.76019         30.24000         26.85000  94  NA
## INFO  [12:38:22.191] [bbotk]         29.24188          29.61000         30.24000         26.85000  94  NA
## INFO  [12:38:22.191] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:38:22.191] [bbotk]  1861        0.27     0.081997452          4  0.2814161
## INFO  [12:38:22.191] [bbotk]  1862        0.27     0.282548947          8  0.3493589
## INFO  [12:38:22.191] [bbotk]  1863        0.07     0.191177701          6  0.3277157
## INFO  [12:38:22.191] [bbotk]  1864        0.17     0.007610997          3  0.2063184
## INFO  [12:38:22.191] [bbotk]  1865        0.27     0.101476180          4  0.2408490
## INFO  [12:38:22.191] [bbotk]  1866        0.22     0.201546922          5  0.2838779
## INFO  [12:38:22.191] [bbotk]  1867        0.22     0.228420917          8  0.3219030
## INFO  [12:38:22.191] [bbotk]  1868        0.07     0.000000000          0  0.1994186
## INFO  [12:38:22.191] [bbotk]  1869        0.22     0.066587526          3  0.2071826
## INFO  [12:38:22.191] [bbotk]  1870        0.32     0.166408573          6  0.2478502
## INFO  [12:38:22.191] [bbotk]  1871        0.07     0.102989416          5  0.1913207
## INFO  [12:38:22.191] [bbotk]  1872        0.07     0.090357057          6  0.2668086
## INFO  [12:38:22.191] [bbotk]  1873        0.02     0.058823529          1  0.1749689
## INFO  [12:38:22.191] [bbotk]  1874        0.07     0.013743762          2  0.2131624
## INFO  [12:38:22.191] [bbotk]  1875        0.17     0.118428815          3  0.3178475
## INFO  [12:38:22.191] [bbotk]  1876        0.02     0.127173722          4  0.2677688
## INFO  [12:38:22.191] [bbotk]  1877        0.00     0.059231878          3  0.1745605
## INFO  [12:38:22.191] [bbotk]  1878        0.12     0.129665236          4  0.2217742
## INFO  [12:38:22.191] [bbotk]  1879        0.27     0.170313882          5  0.2628158
## INFO  [12:38:22.191] [bbotk]  1880        0.17     0.061159589          2  0.1823736
## INFO  [12:38:22.494] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:38:22.722] [bbotk] Result of batch 95:
## INFO  [12:38:22.731] [bbotk]  stroke heatF laneF heatP laneP   pointP reactiontimeP swimtimeP daytimeP
## INFO  [12:38:22.731] [bbotk]    FREE     1     7     4     5 904.9197     0.7700000  467.8700 1030.000
## INFO  [12:38:22.731] [bbotk]    FREE    10     5     4     5 940.3134     0.7700000  467.8700 1796.013
## INFO  [12:38:22.731] [bbotk]    FREE     1     5     4     5 902.8353     0.7700000  467.8700 1030.000
## INFO  [12:38:22.731] [bbotk]    FREE     1     1     4     5 902.0000     0.7700000  913.2509 1030.000
## INFO  [12:38:22.731] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:22.731] [bbotk]    FREE     1     5     4     5 901.9337     0.7700000  467.8700 1030.000
## INFO  [12:38:22.731] [bbotk]     FLY     1     5     4     8 934.0091     0.7718964  467.8700 1030.000
## INFO  [12:38:22.731] [bbotk]    FREE     7     7     8     7 902.0000     0.7700000  467.8700 1390.958
## INFO  [12:38:22.731] [bbotk]    FREE     1     5     4     9 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:22.731] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:22.731] [bbotk]    FREE     1     7     4     5 902.0000     0.7429586  467.8700 1030.000
## INFO  [12:38:22.731] [bbotk]  BREAST     1     1     4     5 902.0000     0.7344316  733.1909 1030.000
## INFO  [12:38:22.731] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:22.731] [bbotk]    FREE    10     7     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:22.731] [bbotk]  BREAST     1     7     3     5 950.2981     0.7913293  467.8700 1057.294
## INFO  [12:38:22.731] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:22.731] [bbotk]    FREE     5     5     7     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:22.731] [bbotk]    FREE    10     5     4     5 902.0000     0.7660794  917.7203 1030.000
## INFO  [12:38:22.731] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:22.731] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:22.731] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:38:22.731] [bbotk]         29.51138          29.61000         30.24000         26.85000  95  NA
## INFO  [12:38:22.731] [bbotk]         23.03644          33.89849         35.93644         24.18019  95  NA
## INFO  [12:38:22.731] [bbotk]         29.26929          29.61000         30.24000         26.85000  95  NA
## INFO  [12:38:22.731] [bbotk]         29.24188          29.61000         30.24000         23.28390  95  NA
## INFO  [12:38:22.731] [bbotk]         29.24188          29.61000         30.24000         26.85000  95  NA
## INFO  [12:38:22.731] [bbotk]         29.24188          29.61000         30.24000         26.85000  95  NA
## INFO  [12:38:22.731] [bbotk]         23.05222          24.99331         21.90699         26.85000  95  NA
## INFO  [12:38:22.731] [bbotk]         32.17528          29.61000         30.24000         26.27959  95  NA
## INFO  [12:38:22.731] [bbotk]         32.68319          29.61000         37.76054         26.85000  95  NA
## INFO  [12:38:22.731] [bbotk]         29.48665          29.61000         30.24000         26.85000  95  NA
## INFO  [12:38:22.731] [bbotk]         23.00308          31.46370         30.24000         26.85000  95  NA
## INFO  [12:38:22.731] [bbotk]         32.98472          29.61000         30.24000         26.85000  95  NA
## INFO  [12:38:22.731] [bbotk]         29.47842          29.61000         30.24000         26.85000  95  NA
## INFO  [12:38:22.731] [bbotk]         26.71053          29.61000         22.72970         26.85000  95  NA
## INFO  [12:38:22.731] [bbotk]         26.46192          29.61000         30.24000         26.85000  95  NA
## INFO  [12:38:22.731] [bbotk]         29.65534          29.61000         30.24000         26.85000  95  NA
## INFO  [12:38:22.731] [bbotk]         29.56926          29.61000         30.24000         26.85000  95  NA
## INFO  [12:38:22.731] [bbotk]         29.43990          23.90877         30.24000         26.85000  95  NA
## INFO  [12:38:22.731] [bbotk]         29.24188          29.61000         30.24000         26.85000  95  NA
## INFO  [12:38:22.731] [bbotk]         29.24188          29.61000         30.24000         26.85000  95  NA
## INFO  [12:38:22.731] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:38:22.731] [bbotk]  1881        0.02    0.0021390123          2  0.1994884
## INFO  [12:38:22.731] [bbotk]  1882        0.27    0.2507262735          8  0.3076553
## INFO  [12:38:22.731] [bbotk]  1883        0.00    0.0592318782          3  0.1745605
## INFO  [12:38:22.731] [bbotk]  1884        0.22    0.1043271708          3  0.2430101
## INFO  [12:38:22.731] [bbotk]  1885        0.07    0.0000000000          0  0.1994186
## INFO  [12:38:22.731] [bbotk]  1886        0.02    0.0588470061          2  0.1749924
## INFO  [12:38:22.731] [bbotk]  1887        0.32    0.2573515092          8  0.3210819
## INFO  [12:38:22.731] [bbotk]  1888        0.12    0.2131609226          6  0.3434378
## INFO  [12:38:22.731] [bbotk]  1889        0.00    0.1551801989          4  0.2389044
## INFO  [12:38:22.731] [bbotk]  1890        0.02    0.0010030287          1  0.2004217
## INFO  [12:38:22.731] [bbotk]  1891        0.12    0.0371716274          3  0.2273486
## INFO  [12:38:22.731] [bbotk]  1892        0.27    0.1552137104          5  0.2678251
## INFO  [12:38:22.731] [bbotk]  1893        0.02    0.0009693083          1  0.2003879
## INFO  [12:38:22.731] [bbotk]  1894        0.22    0.0925958929          3  0.2899274
## INFO  [12:38:22.731] [bbotk]  1895        0.12    0.1512871215          6  0.2623861
## INFO  [12:38:22.731] [bbotk]  1896        0.02    0.0016942785          1  0.2011129
## INFO  [12:38:22.731] [bbotk]  1897        0.00    0.1778121478          4  0.2595837
## INFO  [12:38:22.731] [bbotk]  1898        0.12    0.1690421344          6  0.2793197
## INFO  [12:38:22.731] [bbotk]  1899        0.02    0.0588235294          1  0.1749689
## INFO  [12:38:22.731] [bbotk]  1900        0.02    0.0588235294          1  0.1749689
## INFO  [12:38:23.102] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:38:23.314] [bbotk] Result of batch 96:
## INFO  [12:38:23.323] [bbotk]  stroke heatF laneF heatP laneP   pointP reactiontimeP swimtimeP daytimeP
## INFO  [12:38:23.323] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:23.323] [bbotk]    FREE     1     5     4     9 902.0000     0.7700000  467.8700 1626.955
## INFO  [12:38:23.323] [bbotk]  MEDLEY     1     7     4     5 928.8108     0.7700000  467.8700 1527.013
## INFO  [12:38:23.323] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:23.323] [bbotk]    FREE     1     7     2     5 902.0000     0.7700000  467.8700 1135.858
## INFO  [12:38:23.323] [bbotk]    FREE     1     1     4     5 940.2922     0.7700000  467.8700 1030.000
## INFO  [12:38:23.323] [bbotk]    FREE     1     5     4     5 956.7685     0.7700000  467.8700 1030.000
## INFO  [12:38:23.323] [bbotk]    FREE     1     5     4     5 934.0091     0.7700000  467.8700 1030.000
## INFO  [12:38:23.323] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:23.323] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:23.323] [bbotk]    FREE     1     5     4     5 902.4318     0.7854287  467.8700 1294.052
## INFO  [12:38:23.323] [bbotk]    FREE     1     5     4     5 950.2981     0.7700000  742.8645 1030.000
## INFO  [12:38:23.323] [bbotk]  MEDLEY     1     5     4     5 902.0000     0.7389943  467.8700 1030.000
## INFO  [12:38:23.323] [bbotk]    FREE     1     7     4     5 903.0867     0.7700000  467.8700 1030.000
## INFO  [12:38:23.323] [bbotk]    FREE     1     7     4     5 873.4966     0.7700000  467.8700 1030.000
## INFO  [12:38:23.323] [bbotk]    FREE     5     7     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:23.323] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  583.0024 1851.543
## INFO  [12:38:23.323] [bbotk]    FREE     1     5     4     9 902.0000     0.7700230  123.5767 1368.107
## INFO  [12:38:23.323] [bbotk]    FREE     1     7     3     1 902.0000     0.7576210  318.9931 1030.000
## INFO  [12:38:23.323] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:23.323] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:38:23.323] [bbotk]         29.45456          29.61000         30.24000         26.85000  96  NA
## INFO  [12:38:23.323] [bbotk]         29.47842          29.61000         30.24000         26.85000  96  NA
## INFO  [12:38:23.323] [bbotk]         26.79936          34.39915         37.77524         26.85000  96  NA
## INFO  [12:38:23.323] [bbotk]         29.24188          29.61000         30.24000         26.85000  96  NA
## INFO  [12:38:23.323] [bbotk]         31.10707          29.61000         30.24000         28.23681  96  NA
## INFO  [12:38:23.323] [bbotk]         29.28316          29.61000         30.24000         27.79447  96  NA
## INFO  [12:38:23.323] [bbotk]         29.24188          29.61000         29.96877         26.85000  96  NA
## INFO  [12:38:23.323] [bbotk]         29.24188          29.61000         30.24000         26.85000  96  NA
## INFO  [12:38:23.323] [bbotk]         29.56952          29.61000         30.24000         26.85000  96  NA
## INFO  [12:38:23.323] [bbotk]         29.43990          29.61000         30.24000         26.85000  96  NA
## INFO  [12:38:23.323] [bbotk]         29.40573          29.61000         30.24000         22.33283  96  NA
## INFO  [12:38:23.323] [bbotk]         29.24188          29.74098         30.63484         26.85000  96  NA
## INFO  [12:38:23.323] [bbotk]         29.24188          29.61000         23.43640         26.85000  96  NA
## INFO  [12:38:23.323] [bbotk]         29.29151          29.61000         30.24000         26.85000  96  NA
## INFO  [12:38:23.323] [bbotk]         29.24188          29.61000         30.24000         26.85000  96  NA
## INFO  [12:38:23.323] [bbotk]         29.24188          36.20803         37.61401         23.83969  96  NA
## INFO  [12:38:23.323] [bbotk]         29.24188          29.61000         25.36853         26.85000  96  NA
## INFO  [12:38:23.323] [bbotk]         32.43756          29.61000         25.24495         26.85000  96  NA
## INFO  [12:38:23.323] [bbotk]         29.24188          29.61000         30.24000         26.85000  96  NA
## INFO  [12:38:23.323] [bbotk]         29.38616          29.61000         30.24000         26.85000  96  NA
## INFO  [12:38:23.323] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:38:23.323] [bbotk]  1901        0.00    0.0596950462          2  0.1740974
## INFO  [12:38:23.323] [bbotk]  1902        0.00    0.1546687411          4  0.2383930
## INFO  [12:38:23.323] [bbotk]  1903        0.22    0.1503972115          6  0.2883081
## INFO  [12:38:23.323] [bbotk]  1904        0.07    0.0000000000          0  0.1994186
## INFO  [12:38:23.323] [bbotk]  1905        0.00    0.0798382079          4  0.2204333
## INFO  [12:38:23.323] [bbotk]  1906        0.07    0.0773144082          4  0.2150746
## INFO  [12:38:23.323] [bbotk]  1907        0.00    0.0790762698          3  0.1725427
## INFO  [12:38:23.323] [bbotk]  1908        0.00    0.0701662319          2  0.1636326
## INFO  [12:38:23.323] [bbotk]  1909        0.00    0.0601661413          2  0.1736263
## INFO  [12:38:23.323] [bbotk]  1910        0.00    0.0596349988          2  0.1741574
## INFO  [12:38:23.323] [bbotk]  1911        0.12    0.1008463521          6  0.2015663
## INFO  [12:38:23.323] [bbotk]  1912        0.00    0.0946925246          5  0.1804379
## INFO  [12:38:23.323] [bbotk]  1913        0.17    0.1439110121          4  0.2600564
## INFO  [12:38:23.323] [bbotk]  1914        0.02    0.0005885033          2  0.1992369
## INFO  [12:38:23.323] [bbotk]  1915        0.07    0.0101004089          1  0.2095190
## INFO  [12:38:23.323] [bbotk]  1916        0.27    0.1225307770          4  0.3200373
## INFO  [12:38:23.323] [bbotk]  1917        0.07    0.1307415712          4  0.2321336
## INFO  [12:38:23.323] [bbotk]  1918        0.02    0.1880325652          7  0.2671754
## INFO  [12:38:23.323] [bbotk]  1919        0.02    0.1288819448          4  0.2576974
## INFO  [12:38:23.323] [bbotk]  1920        0.02    0.0005912378          1  0.2000099
## INFO  [12:38:23.600] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:38:23.814] [bbotk] Result of batch 97:
## INFO  [12:38:23.822] [bbotk]  stroke heatF laneF heatP laneP   pointP reactiontimeP swimtimeP daytimeP
## INFO  [12:38:23.822] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:23.822] [bbotk]    FREE     1     7     4     5 902.4318     0.7700000  467.8700 1892.462
## INFO  [12:38:23.822] [bbotk]    FREE     1     7     2     5 946.4618     0.7700000  592.9969 1030.000
## INFO  [12:38:23.822] [bbotk]    FREE     1     7     3     5 873.4265     0.7700000  307.7834 1449.826
## INFO  [12:38:23.822] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:23.822] [bbotk]  MEDLEY     1     7     4     6 902.0000     0.7700000  467.8700 1850.409
## INFO  [12:38:23.822] [bbotk]    FREE     1     5     4     5 931.4598     0.7700000  467.8700 1030.000
## INFO  [12:38:23.822] [bbotk]    FREE    12     7     4     5 989.4129     0.7700000  367.8647 1173.009
## INFO  [12:38:23.822] [bbotk]    FREE     1     5     4     1 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:23.822] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  309.4267 1030.000
## INFO  [12:38:23.822] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:23.822] [bbotk]    FREE     1     1     4     5 902.0000     0.7700000  288.1271 1030.000
## INFO  [12:38:23.822] [bbotk]    FREE    12     7     2     4 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:23.822] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:23.822] [bbotk]    FREE     1     7     4     2 901.3293     0.7700000  803.6060 1030.000
## INFO  [12:38:23.822] [bbotk]  MEDLEY     1     2     4     4 902.0000     0.7700000  488.9209 1030.000
## INFO  [12:38:23.822] [bbotk]     FLY     1     7     4     5 902.0000     0.7700000  800.5743 1584.633
## INFO  [12:38:23.822] [bbotk]    FREE     4     7     4     5 902.0000     0.7913293  156.8158 1196.310
## INFO  [12:38:23.822] [bbotk]    FREE     1     3     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:23.822] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:23.822] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:38:23.822] [bbotk]         29.50846          29.61000         30.24000         26.85000  97  NA
## INFO  [12:38:23.822] [bbotk]         29.40573          25.59630         30.24000         26.85000  97  NA
## INFO  [12:38:23.822] [bbotk]         29.24188          34.02194         30.24000         26.85000  97  NA
## INFO  [12:38:23.822] [bbotk]         29.39920          29.61000         30.24000         24.28081  97  NA
## INFO  [12:38:23.822] [bbotk]         29.40868          29.61000         30.24000         26.85000  97  NA
## INFO  [12:38:23.822] [bbotk]         29.24188          23.17224         30.24000         26.85000  97  NA
## INFO  [12:38:23.822] [bbotk]         29.36922          29.61000         30.24000         26.85000  97  NA
## INFO  [12:38:23.822] [bbotk]         29.26690          29.38949         30.24000         26.85000  97  NA
## INFO  [12:38:23.822] [bbotk]         29.24188          29.61000         36.38454         26.85000  97  NA
## INFO  [12:38:23.822] [bbotk]         29.43990          29.61000         30.24000         26.85000  97  NA
## INFO  [12:38:23.822] [bbotk]         29.24188          29.61000         30.24000         26.85000  97  NA
## INFO  [12:38:23.822] [bbotk]         29.24188          29.61000         30.36449         26.85000  97  NA
## INFO  [12:38:23.822] [bbotk]         29.24188          21.57192         30.24000         26.85000  97  NA
## INFO  [12:38:23.822] [bbotk]         29.24188          29.61000         30.24000         26.85000  97  NA
## INFO  [12:38:23.822] [bbotk]         30.06621          30.57549         30.24000         26.85000  97  NA
## INFO  [12:38:23.822] [bbotk]         29.24188          27.93712         28.17800         26.85000  97  NA
## INFO  [12:38:23.822] [bbotk]         29.24188          29.61000         30.24000         26.85000  97  NA
## INFO  [12:38:23.822] [bbotk]         29.24188          31.95572         30.24000         26.85000  97  NA
## INFO  [12:38:23.822] [bbotk]         29.24188          29.61000         22.35629         26.32904  97  NA
## INFO  [12:38:23.822] [bbotk]         29.47842          29.61000         30.24000         26.85000  97  NA
## INFO  [12:38:23.822] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:38:23.822] [bbotk]  1921        0.00    0.0599159142          2  0.1738765
## INFO  [12:38:23.822] [bbotk]  1922        0.17    0.0684753770          4  0.2635935
## INFO  [12:38:23.822] [bbotk]  1923        0.17    0.0994293796          4  0.2371896
## INFO  [12:38:23.822] [bbotk]  1924        0.17    0.1177822008          6  0.2563674
## INFO  [12:38:23.822] [bbotk]  1925        0.02    0.0006835188          1  0.2001022
## INFO  [12:38:23.822] [bbotk]  1926        0.27    0.1921578726          4  0.3075355
## INFO  [12:38:23.822] [bbotk]  1927        0.00    0.0697846996          3  0.1640077
## INFO  [12:38:23.822] [bbotk]  1928        0.02    0.1055816313          6  0.3009431
## INFO  [12:38:23.822] [bbotk]  1929        0.02    0.1367913090          3  0.2205155
## INFO  [12:38:23.822] [bbotk]  1930        0.00    0.0694391248          3  0.1839615
## INFO  [12:38:23.822] [bbotk]  1931        0.07    0.0000000000          0  0.1994186
## INFO  [12:38:23.822] [bbotk]  1932        0.27    0.0703334985          3  0.2108308
## INFO  [12:38:23.822] [bbotk]  1933        0.12    0.2076392114          4  0.2889593
## INFO  [12:38:23.822] [bbotk]  1934        0.02    0.0588235294          1  0.1749689
## INFO  [12:38:23.822] [bbotk]  1935        0.22    0.0869575286          5  0.2207568
## INFO  [12:38:23.822] [bbotk]  1936        0.32    0.1906844225          6  0.2350076
## INFO  [12:38:23.822] [bbotk]  1937        0.12    0.1129069011          3  0.2813634
## INFO  [12:38:23.822] [bbotk]  1938        0.07    0.1006959448          5  0.3000168
## INFO  [12:38:23.822] [bbotk]  1939        0.22    0.0860078771          3  0.2147270
## INFO  [12:38:23.822] [bbotk]  1940        0.00    0.0597928377          2  0.1739996
## INFO  [12:38:24.163] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:38:24.369] [bbotk] Result of batch 98:
## INFO  [12:38:24.376] [bbotk]  stroke heatF laneF heatP laneP   pointP reactiontimeP swimtimeP daytimeP
## INFO  [12:38:24.376] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:24.376] [bbotk]    FREE     1     7    10     5 930.0339     0.7700000  467.8700 1030.000
## INFO  [12:38:24.376] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:24.376] [bbotk]    FREE     1     7     4     5 934.0091     0.7700000  467.8700 1030.000
## INFO  [12:38:24.376] [bbotk]    FREE     1     7    10     5 902.0000     0.7913293  467.8700 1396.947
## INFO  [12:38:24.376] [bbotk]    FREE     1     5    10     5 927.6822     0.7368236  467.8700 1030.000
## INFO  [12:38:24.376] [bbotk]    FREE     1     3     4     5 922.5481     0.7700000  467.8700 1600.486
## INFO  [12:38:24.376] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:24.376] [bbotk]    FREE     1     5     8     1 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:24.376] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:24.376] [bbotk]    FREE     8     7     4     8 902.0000     0.8045047  467.8700 1030.000
## INFO  [12:38:24.376] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:24.376] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:24.376] [bbotk]    FREE     1     7     4     5 890.9334     0.7700000  467.8700 1030.000
## INFO  [12:38:24.376] [bbotk]    FREE     1     4     3     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:24.376] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:24.376] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:24.376] [bbotk]    FREE     1     7     4     0 902.0000     0.7984928  194.7788 1030.000
## INFO  [12:38:24.376] [bbotk]    FREE     1     0     4     5 902.0000     0.7953768  631.9322 1109.962
## INFO  [12:38:24.376] [bbotk]    FREE     8     7     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:24.376] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:38:24.376] [bbotk]         29.42677          29.61000         30.24000         26.85000  98  NA
## INFO  [12:38:24.376] [bbotk]         33.44215          23.14960         39.59735         24.36588  98  NA
## INFO  [12:38:24.376] [bbotk]         22.75855          29.61000         30.24000         26.85000  98  NA
## INFO  [12:38:24.376] [bbotk]         29.65534          29.61000         30.24000         26.85000  98  NA
## INFO  [12:38:24.376] [bbotk]         29.24188          29.61000         31.73535         26.85000  98  NA
## INFO  [12:38:24.376] [bbotk]         29.40573          29.61000         27.73279         26.85000  98  NA
## INFO  [12:38:24.376] [bbotk]         29.24188          35.29619         38.96033         26.85000  98  NA
## INFO  [12:38:24.376] [bbotk]         29.46439          29.61000         30.24000         26.85000  98  NA
## INFO  [12:38:24.376] [bbotk]         29.55554          29.61000         30.24000         26.85000  98  NA
## INFO  [12:38:24.376] [bbotk]         34.11828          29.61000         30.24000         26.85000  98  NA
## INFO  [12:38:24.376] [bbotk]         29.24188          29.61000         38.70999         26.85000  98  NA
## INFO  [12:38:24.376] [bbotk]         29.47842          29.61000         30.24000         26.85000  98  NA
## INFO  [12:38:24.376] [bbotk]         29.24188          29.61000         30.24000         26.85000  98  NA
## INFO  [12:38:24.376] [bbotk]         29.64288          29.61000         30.24000         26.85000  98  NA
## INFO  [12:38:24.376] [bbotk]         30.65601          36.43825         30.24000         26.85000  98  NA
## INFO  [12:38:24.376] [bbotk]         29.24188          29.61000         30.24000         26.85000  98  NA
## INFO  [12:38:24.376] [bbotk]         29.46166          29.61000         30.24000         26.85000  98  NA
## INFO  [12:38:24.376] [bbotk]         26.58294          29.61000         30.24000         23.65348  98  NA
## INFO  [12:38:24.376] [bbotk]         33.18467          28.88214         30.24000         24.06476  98  NA
## INFO  [12:38:24.376] [bbotk]         29.24188          29.61000         30.24000         22.35782  98  NA
## INFO  [12:38:24.376] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:38:24.376] [bbotk]  1941        0.02    0.0007576739          1  0.2001763
## INFO  [12:38:24.376] [bbotk]  1942        0.37    0.1526746184          6  0.2873982
## INFO  [12:38:24.376] [bbotk]  1943        0.07    0.0265671897          1  0.2255812
## INFO  [12:38:24.376] [bbotk]  1944        0.00    0.0130369810          2  0.2096207
## INFO  [12:38:24.376] [bbotk]  1945        0.00    0.0891290165          4  0.2297241
## INFO  [12:38:24.376] [bbotk]  1946        0.07    0.1406518131          6  0.2070641
## INFO  [12:38:24.376] [bbotk]  1947        0.22    0.1497771173          5  0.2736458
## INFO  [12:38:24.376] [bbotk]  1948        0.02    0.0009118241          1  0.2003305
## INFO  [12:38:24.376] [bbotk]  1949        0.00    0.1777559168          4  0.2026566
## INFO  [12:38:24.376] [bbotk]  1950        0.07    0.0199823851          1  0.2194010
## INFO  [12:38:24.376] [bbotk]  1951        0.17    0.1496746405          4  0.2919665
## INFO  [12:38:24.376] [bbotk]  1952        0.02    0.0009693083          1  0.2003879
## INFO  [12:38:24.376] [bbotk]  1953        0.02    0.0588235294          1  0.1749689
## INFO  [12:38:24.376] [bbotk]  1954        0.02    0.0055647814          2  0.2049834
## INFO  [12:38:24.376] [bbotk]  1955        0.32    0.1499192228          4  0.2316908
## INFO  [12:38:24.376] [bbotk]  1956        0.07    0.0000000000          0  0.1994186
## INFO  [12:38:24.376] [bbotk]  1957        0.00    0.0597241479          2  0.1740683
## INFO  [12:38:24.376] [bbotk]  1958        0.22    0.1073579222          5  0.2827562
## INFO  [12:38:24.376] [bbotk]  1959        0.37    0.1109452901          7  0.2485037
## INFO  [12:38:24.376] [bbotk]  1960        0.17    0.0814279481          2  0.2789344
## INFO  [12:38:24.681] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:38:24.880] [bbotk] Result of batch 99:
## INFO  [12:38:24.889] [bbotk]  stroke heatF laneF heatP laneP   pointP reactiontimeP swimtimeP daytimeP
## INFO  [12:38:24.889] [bbotk]  BREAST     6     7     4     5 902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:24.889] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:24.889] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:24.889] [bbotk]    FREE     1     7     4     1 892.5850     0.7769942 467.87000 1796.601
## INFO  [12:38:24.889] [bbotk]  MEDLEY     7     7     4     5 902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:24.889] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:24.889] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:24.889] [bbotk]    FREE     4     7     8     5 902.0000     0.7440146 467.87000 1224.515
## INFO  [12:38:24.889] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:24.889] [bbotk]  BREAST     1     7     4     5 861.1002     0.7700000 467.87000 1030.000
## INFO  [12:38:24.889] [bbotk]     FLY    11     7     4     0 902.0000     0.7829497 467.87000 1152.499
## INFO  [12:38:24.889] [bbotk]     FLY     1     8     4     5 901.9840     0.7700000  66.85062 1030.000
## INFO  [12:38:24.889] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000 467.87000 1057.294
## INFO  [12:38:24.889] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:24.889] [bbotk]    FREE     8     0     4     5 898.5549     0.7700000  62.76368 1030.000
## INFO  [12:38:24.889] [bbotk]    FREE     8     5     4     8 902.0000     0.7700000 467.87000 1447.992
## INFO  [12:38:24.889] [bbotk]    FREE     6     5     7     5 902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:24.889] [bbotk]     FLY     1     5     4     5 902.0000     0.7700000  22.75214 1030.000
## INFO  [12:38:24.889] [bbotk]    BACK     1     7     4     2 879.6248     0.7700000 281.88778 1472.128
## INFO  [12:38:24.889] [bbotk]    FREE     6     7     4     1 940.9638     0.7700000 273.12959 1030.000
## INFO  [12:38:24.889] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:38:24.889] [bbotk]         29.24188          29.61000         30.24000         26.85000  99  NA
## INFO  [12:38:24.889] [bbotk]         29.47842          29.61000         30.24000         26.85000  99  NA
## INFO  [12:38:24.889] [bbotk]         29.24188          29.61000         30.24000         26.85000  99  NA
## INFO  [12:38:24.889] [bbotk]         29.24188          29.61000         30.24000         26.85000  99  NA
## INFO  [12:38:24.889] [bbotk]         31.98478          29.61000         30.24000         28.77904  99  NA
## INFO  [12:38:24.889] [bbotk]         29.24188          29.61000         30.24000         26.85000  99  NA
## INFO  [12:38:24.889] [bbotk]         21.65394          25.51096         30.24000         26.85000  99  NA
## INFO  [12:38:24.889] [bbotk]         29.24188          29.61000         30.24000         26.85000  99  NA
## INFO  [12:38:24.889] [bbotk]         29.24188          29.61000         30.24000         26.85000  99  NA
## INFO  [12:38:24.889] [bbotk]         29.24188          29.61000         30.24000         26.85000  99  NA
## INFO  [12:38:24.889] [bbotk]         29.24188          29.61000         30.24000         26.85000  99  NA
## INFO  [12:38:24.889] [bbotk]         29.45821          32.62181         30.24000         26.85000  99  NA
## INFO  [12:38:24.889] [bbotk]         29.24188          29.61000         30.24000         26.85000  99  NA
## INFO  [12:38:24.889] [bbotk]         29.24188          21.97912         30.24000         29.88977  99  NA
## INFO  [12:38:24.889] [bbotk]         29.24188          29.61000         30.24000         25.35092  99  NA
## INFO  [12:38:24.889] [bbotk]         29.24188          29.61000         35.52830         29.96737  99  NA
## INFO  [12:38:24.889] [bbotk]         29.24188          21.64191         30.24000         26.85000  99  NA
## INFO  [12:38:24.889] [bbotk]         29.24188          29.61000         30.50070         26.85000  99  NA
## INFO  [12:38:24.889] [bbotk]         29.24188          29.61000         30.24000         31.41804  99  NA
## INFO  [12:38:24.889] [bbotk]         29.24188          29.61000         39.57327         28.63730  99  NA
## INFO  [12:38:24.889] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:38:24.889] [bbotk]  1961        0.17    0.1176470588          2  0.3170657
## INFO  [12:38:24.889] [bbotk]  1962        0.02    0.0009693083          1  0.2003879
## INFO  [12:38:24.889] [bbotk]  1963        0.02    0.0588235294          1  0.1749689
## INFO  [12:38:24.889] [bbotk]  1964        0.02    0.1096006051          4  0.2815161
## INFO  [12:38:24.889] [bbotk]  1965        0.02    0.1385937009          4  0.3300583
## INFO  [12:38:24.889] [bbotk]  1966        0.07    0.0000000000          0  0.1994186
## INFO  [12:38:24.889] [bbotk]  1967        0.22    0.0469881824          2  0.2448777
## INFO  [12:38:24.889] [bbotk]  1968        0.00    0.1336405336          4  0.2657437
## INFO  [12:38:24.889] [bbotk]  1969        0.02    0.0588235294          1  0.1749689
## INFO  [12:38:24.889] [bbotk]  1970        0.17    0.0733167088          2  0.2727353
## INFO  [12:38:24.889] [bbotk]  1971        0.17    0.1859847106          5  0.3559539
## INFO  [12:38:24.889] [bbotk]  1972        0.47    0.1550320735          6  0.2879043
## INFO  [12:38:24.889] [bbotk]  1973        0.00    0.0604719274          2  0.1733205
## INFO  [12:38:24.889] [bbotk]  1974        0.17    0.0448856685          2  0.2431798
## INFO  [12:38:24.889] [bbotk]  1975        0.32    0.1514782571          5  0.2900635
## INFO  [12:38:24.889] [bbotk]  1976        0.00    0.2338776322          6  0.3041447
## INFO  [12:38:24.889] [bbotk]  1977        0.12    0.2073678349          4  0.2880149
## INFO  [12:38:24.889] [bbotk]  1978        0.27    0.1460022338          4  0.2605231
## INFO  [12:38:24.889] [bbotk]  1979        0.27    0.1867720609          6  0.2878562
## INFO  [12:38:24.889] [bbotk]  1980        0.07    0.1815771723          6  0.3245133
## INFO  [12:38:25.269] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:38:25.465] [bbotk] Result of batch 100:
## INFO  [12:38:25.472] [bbotk]  stroke heatF laneF heatP laneP   pointP reactiontimeP swimtimeP daytimeP
## INFO  [12:38:25.472] [bbotk]    FREE     1     5    11     0 902.0000     0.7700000 751.95318 1030.000
## INFO  [12:38:25.472] [bbotk]    FREE     8     7     4     9 902.0000     0.7700000 467.87000 1422.739
## INFO  [12:38:25.472] [bbotk]    FREE     1     5     5     5 902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:25.472] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:25.472] [bbotk]    FREE     1     2     6     5 902.0000     0.7697370 467.87000 1820.998
## INFO  [12:38:25.472] [bbotk]    FREE     1     0    12     5 902.0000     0.7837087 467.87000 1764.697
## INFO  [12:38:25.472] [bbotk]    FREE     1     8     4     5 902.0000     0.7700000 467.87000 1057.294
## INFO  [12:38:25.472] [bbotk]    BACK     1     7     4     5 934.6797     0.7700000 467.87000 1030.000
## INFO  [12:38:25.472] [bbotk]    FREE     1     7     4     2 862.1690     0.7756996 467.87000 1030.000
## INFO  [12:38:25.472] [bbotk]    FREE     1     7     4     5 902.1142     0.7700000 467.87000 1030.000
## INFO  [12:38:25.472] [bbotk]    BACK     3     5     4     8 902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:25.472] [bbotk]    FREE     1     5     4     3 902.0000     0.7700000 467.87000 1695.521
## INFO  [12:38:25.472] [bbotk]    FREE     1     6     4     3 902.0000     0.7700000  42.82896 1030.000
## INFO  [12:38:25.472] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:25.472] [bbotk]    FREE     1     9     4     6 902.0000     0.7700000 486.25194 1030.000
## INFO  [12:38:25.472] [bbotk]    FREE     3     5     4     4 902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:25.472] [bbotk]    FREE    12     7    10     5 902.0000     0.7332633 467.87000 1030.000
## INFO  [12:38:25.472] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:25.472] [bbotk]  BREAST    12     5     4     5 856.7892     0.7700000 467.87000 1478.063
## INFO  [12:38:25.472] [bbotk]    FREE     1     5     4     0 902.0000     0.7777623 467.87000 1115.820
## INFO  [12:38:25.472] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:38:25.472] [bbotk]         29.55554          29.61000         30.24000         26.85000 100  NA
## INFO  [12:38:25.472] [bbotk]         29.65534          29.61000         34.14528         31.65160 100  NA
## INFO  [12:38:25.472] [bbotk]         29.24188          27.30786         30.24000         26.85000 100  NA
## INFO  [12:38:25.472] [bbotk]         29.56952          29.61000         30.24000         26.85000 100  NA
## INFO  [12:38:25.472] [bbotk]         27.01772          29.61000         31.90495         28.82543 100  NA
## INFO  [12:38:25.472] [bbotk]         29.46541          25.86994         30.24000         28.71626 100  NA
## INFO  [12:38:25.472] [bbotk]         22.56402          35.85864         30.24000         26.85000 100  NA
## INFO  [12:38:25.472] [bbotk]         30.27601          29.61000         30.24000         26.85000 100  NA
## INFO  [12:38:25.472] [bbotk]         29.24188          29.61000         39.53864         26.85000 100  NA
## INFO  [12:38:25.472] [bbotk]         29.24188          29.61000         30.24000         26.85000 100  NA
## INFO  [12:38:25.472] [bbotk]         27.24220          29.61000         30.24000         26.85000 100  NA
## INFO  [12:38:25.472] [bbotk]         29.24188          29.61000         30.24000         26.85000 100  NA
## INFO  [12:38:25.472] [bbotk]         28.00026          29.61000         30.24000         26.85000 100  NA
## INFO  [12:38:25.472] [bbotk]         29.24188          29.61000         30.24000         26.85000 100  NA
## INFO  [12:38:25.472] [bbotk]         29.24188          29.61000         26.44661         24.09102 100  NA
## INFO  [12:38:25.472] [bbotk]         29.38225          35.44551         30.24000         26.85000 100  NA
## INFO  [12:38:25.472] [bbotk]         29.50846          29.61000         22.19404         26.85000 100  NA
## INFO  [12:38:25.472] [bbotk]         29.56926          29.61000         30.24000         26.85000 100  NA
## INFO  [12:38:25.472] [bbotk]         33.51505          29.61000         30.24000         28.58383 100  NA
## INFO  [12:38:25.472] [bbotk]         26.30902          26.39628         30.24000         26.85000 100  NA
## INFO  [12:38:25.472] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:38:25.472] [bbotk]  1981        0.00    1.953344e-01          5  0.2202351
## INFO  [12:38:25.472] [bbotk]  1982        0.07    1.793892e-01          6  0.3108929
## INFO  [12:38:25.472] [bbotk]  1983        0.22    1.265739e-01          3  0.1483974
## INFO  [12:38:25.472] [bbotk]  1984        0.02    1.342612e-03          1  0.2007612
## INFO  [12:38:25.472] [bbotk]  1985        0.32    1.897031e-01          7  0.2121606
## INFO  [12:38:25.472] [bbotk]  1986        0.22    1.890676e-01          7  0.2697147
## INFO  [12:38:25.472] [bbotk]  1987        0.27    1.120661e-01          4  0.2522566
## INFO  [12:38:25.472] [bbotk]  1988        0.00    7.464152e-02          3  0.2712253
## INFO  [12:38:25.472] [bbotk]  1989        0.37    1.028406e-01          4  0.2366399
## INFO  [12:38:25.472] [bbotk]  1990        0.07    4.045605e-05          1  0.1993782
## INFO  [12:38:25.472] [bbotk]  1991        0.07    2.434883e-01          5  0.3258193
## INFO  [12:38:25.472] [bbotk]  1992        0.07    1.578404e-01          3  0.2415646
## INFO  [12:38:25.472] [bbotk]  1993        0.42    1.490355e-01          4  0.2226529
## INFO  [12:38:25.472] [bbotk]  1994        0.02    5.882353e-02          1  0.1749689
## INFO  [12:38:25.472] [bbotk]  1995        0.32    1.444864e-01          5  0.2148242
## INFO  [12:38:25.472] [bbotk]  1996        0.12    1.996737e-01          5  0.2245744
## INFO  [12:38:25.472] [bbotk]  1997        0.12    1.498106e-01          5  0.2767178
## INFO  [12:38:25.472] [bbotk]  1998        0.02    1.341560e-03          1  0.2007602
## INFO  [12:38:25.472] [bbotk]  1999        0.27    2.457867e-01          7  0.3164052
## INFO  [12:38:25.472] [bbotk]  2000        0.17    1.485781e-01          6  0.2259683
## INFO  [12:38:25.829] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:38:26.021] [bbotk] Result of batch 101:
## INFO  [12:38:26.031] [bbotk]  stroke heatF laneF heatP laneP    pointP reactiontimeP swimtimeP  daytimeP
## INFO  [12:38:26.031] [bbotk]     FLY     1     7     4     5  901.1250     0.7757632  773.8373 1030.0000
## INFO  [12:38:26.031] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:38:26.031] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:38:26.031] [bbotk]  BREAST     1     8     4     5  901.2223     0.7700000  467.8700 1275.8519
## INFO  [12:38:26.031] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  442.2545 1030.0000
## INFO  [12:38:26.031] [bbotk]    FREE     6     2     1     5  902.0000     0.7977537  467.8700 1030.0000
## INFO  [12:38:26.031] [bbotk]  BREAST     1     7     4     5  902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:38:26.031] [bbotk]    FREE     1     5     4     0  902.0000     0.7466799  467.8700 1030.0000
## INFO  [12:38:26.031] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:38:26.031] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:38:26.031] [bbotk]    FREE     1     5     1     1  923.8419     0.7592718  467.8700 1030.0000
## INFO  [12:38:26.031] [bbotk]    BACK     1     5     9     5  902.0000     0.7700000  467.8700 1043.6291
## INFO  [12:38:26.031] [bbotk]    BACK     1     5     4     5 1002.0158     0.7842477  467.8700 1030.0000
## INFO  [12:38:26.031] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:38:26.031] [bbotk]    BACK     1     7     4     5  950.2981     0.7913293  711.2709 1030.0000
## INFO  [12:38:26.031] [bbotk]     FLY     1     7     4     5  902.0000     0.7569859  467.8700 1856.8060
## INFO  [12:38:26.031] [bbotk]    FREE     1     7     5     5 1017.7271     0.7700000  339.9669  939.5015
## INFO  [12:38:26.031] [bbotk]    BACK     1     7     4     5  914.3502     0.7700000  467.8700 1058.9970
## INFO  [12:38:26.031] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:38:26.031] [bbotk]    FREE     1     3     4     5  905.1878     0.7700000  303.4577 1030.0000
## INFO  [12:38:26.031] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:38:26.031] [bbotk]         29.39920          23.05985         30.24000         26.85000 101  NA
## INFO  [12:38:26.031] [bbotk]         29.24188          29.61000         30.24000         26.85000 101  NA
## INFO  [12:38:26.031] [bbotk]         29.54689          33.59157         27.27931         26.85000 101  NA
## INFO  [12:38:26.031] [bbotk]         34.46505          29.61000         30.24000         26.85000 101  NA
## INFO  [12:38:26.031] [bbotk]         29.24188          25.52937         30.24000         26.85000 101  NA
## INFO  [12:38:26.031] [bbotk]         29.27070          33.00425         30.24000         26.85000 101  NA
## INFO  [12:38:26.031] [bbotk]         29.39310          29.61000         30.24000         26.85000 101  NA
## INFO  [12:38:26.031] [bbotk]         29.24188          27.60648         30.24000         26.85000 101  NA
## INFO  [12:38:26.031] [bbotk]         29.45291          29.61000         30.24000         26.85000 101  NA
## INFO  [12:38:26.031] [bbotk]         29.50666          29.61000         30.24000         26.85000 101  NA
## INFO  [12:38:26.031] [bbotk]         24.91082          23.39347         37.29529         27.83404 101  NA
## INFO  [12:38:26.031] [bbotk]         29.24188          29.61000         30.24000         26.85000 101  NA
## INFO  [12:38:26.031] [bbotk]         29.66304          29.61000         30.24000         26.85000 101  NA
## INFO  [12:38:26.031] [bbotk]         29.52857          29.61000         30.24000         26.85000 101  NA
## INFO  [12:38:26.031] [bbotk]         33.65152          31.95572         25.61544         26.85000 101  NA
## INFO  [12:38:26.031] [bbotk]         29.47842          29.61000         28.95096         26.62856 101  NA
## INFO  [12:38:26.031] [bbotk]         35.60385          22.30407         30.24000         26.85000 101  NA
## INFO  [12:38:26.031] [bbotk]         29.18149          23.49577         30.24000         26.85000 101  NA
## INFO  [12:38:26.031] [bbotk]         29.39221          29.61000         30.24000         26.85000 101  NA
## INFO  [12:38:26.031] [bbotk]         29.24188          30.55533         30.24000         26.85000 101  NA
## INFO  [12:38:26.031] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:38:26.031] [bbotk]  2001        0.27    0.1050515788          6  0.3033457
## INFO  [12:38:26.031] [bbotk]  2002        0.07    0.0000000000          0  0.1994186
## INFO  [12:38:26.031] [bbotk]  2003        0.22    0.0847369241          4  0.1835700
## INFO  [12:38:26.031] [bbotk]  2004        0.22    0.1541739347          5  0.2947690
## INFO  [12:38:26.031] [bbotk]  2005        0.22    0.0174081776          2  0.2156045
## INFO  [12:38:26.031] [bbotk]  2006        0.27    0.1942852263          6  0.2172333
## INFO  [12:38:26.031] [bbotk]  2007        0.12    0.0594431955          2  0.2588618
## INFO  [12:38:26.031] [bbotk]  2008        0.12    0.1292264384          4  0.2105465
## INFO  [12:38:26.031] [bbotk]  2009        0.00    0.0596883069          2  0.1741041
## INFO  [12:38:26.031] [bbotk]  2010        0.00    0.0599085702          2  0.1738838
## INFO  [12:38:26.031] [bbotk]  2011        0.22    0.2547499054          9  0.2645138
## INFO  [12:38:26.031] [bbotk]  2012        0.02    0.1772937023          4  0.2590653
## INFO  [12:38:26.031] [bbotk]  2013        0.00    0.1571423952          5  0.2438892
## INFO  [12:38:26.031] [bbotk]  2014        0.02    0.0011748118          1  0.2005934
## INFO  [12:38:26.031] [bbotk]  2015        0.12    0.1360587340          7  0.3072777
## INFO  [12:38:26.031] [bbotk]  2016        0.17    0.1169837312          6  0.2457096
## INFO  [12:38:26.031] [bbotk]  2017        0.37    0.1676119328          6  0.2453264
## INFO  [12:38:26.031] [bbotk]  2018        0.17    0.0889072954          5  0.2801717
## INFO  [12:38:26.031] [bbotk]  2019        0.02    0.0006160364          1  0.2000347
## INFO  [12:38:26.031] [bbotk]  2020        0.12    0.0737922666          4  0.2051516
## INFO  [12:38:26.364] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:38:26.574] [bbotk] Result of batch 102:
## INFO  [12:38:26.581] [bbotk]  stroke heatF laneF heatP laneP   pointP reactiontimeP swimtimeP daytimeP
## INFO  [12:38:26.581] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  467.8700 1729.922
## INFO  [12:38:26.581] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:26.581] [bbotk]  BREAST    11     7     4     8 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:26.581] [bbotk]    BACK     1     5     2     1 902.0000     0.7598137  235.0890 1030.000
## INFO  [12:38:26.581] [bbotk]    FREE     1     6     6     1 910.5660     0.7700000  467.8700 1030.000
## INFO  [12:38:26.581] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:26.581] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  431.2332 1792.563
## INFO  [12:38:26.581] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:26.581] [bbotk]  BREAST     1     9     4     5 902.0000     0.7599099  467.8700 1702.265
## INFO  [12:38:26.581] [bbotk]    FREE     1     5     4     8 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:26.581] [bbotk]    FREE     1     5     4     5 890.9642     0.7700000  467.8700 1030.000
## INFO  [12:38:26.581] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:26.581] [bbotk]  MEDLEY     1     7     4     1 902.0000     0.7700000  467.8700 1903.577
## INFO  [12:38:26.581] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  467.8700 1057.294
## INFO  [12:38:26.581] [bbotk]    FREE     1     6     4     5 902.0000     0.7700000  346.1109 1030.000
## INFO  [12:38:26.581] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:26.581] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:26.581] [bbotk]  MEDLEY     1     5     4     5 911.4779     0.7700000  467.8700 1030.000
## INFO  [12:38:26.581] [bbotk]    FREE     1     5     7     5 902.0000     0.7179050  814.9124 1030.000
## INFO  [12:38:26.581] [bbotk]    FREE     1     5     4     5 902.4318     0.7700000  467.8700 1030.000
## INFO  [12:38:26.581] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:38:26.581] [bbotk]         29.24188          29.61000         30.24000         26.85000 102  NA
## INFO  [12:38:26.581] [bbotk]         29.24188          29.61000         30.24000         26.85000 102  NA
## INFO  [12:38:26.581] [bbotk]         24.44993          29.61000         30.24000         26.85000 102  NA
## INFO  [12:38:26.581] [bbotk]         29.24188          29.61000         37.15758         27.73380 102  NA
## INFO  [12:38:26.581] [bbotk]         24.32641          29.61000         30.24000         26.85000 102  NA
## INFO  [12:38:26.581] [bbotk]         29.24188          29.61000         30.24000         26.85000 102  NA
## INFO  [12:38:26.581] [bbotk]         27.17620          29.61000         33.35724         26.85000 102  NA
## INFO  [12:38:26.581] [bbotk]         29.43990          29.61000         30.24000         26.85000 102  NA
## INFO  [12:38:26.581] [bbotk]         29.65534          29.61000         30.24000         28.21182 102  NA
## INFO  [12:38:26.581] [bbotk]         29.24188          26.72515         30.24000         26.85000 102  NA
## INFO  [12:38:26.581] [bbotk]         29.24188          29.61000         30.24000         26.85000 102  NA
## INFO  [12:38:26.581] [bbotk]         29.24188          29.61000         30.24000         26.85000 102  NA
## INFO  [12:38:26.581] [bbotk]         26.86180          29.61000         30.24000         26.85000 102  NA
## INFO  [12:38:26.581] [bbotk]         27.93244          31.95572         30.24000         30.54671 102  NA
## INFO  [12:38:26.581] [bbotk]         29.24188          35.62281         30.24000         26.85000 102  NA
## INFO  [12:38:26.581] [bbotk]         29.47842          29.61000         30.24000         26.85000 102  NA
## INFO  [12:38:26.581] [bbotk]         29.56926          29.61000         30.24000         26.85000 102  NA
## INFO  [12:38:26.581] [bbotk]         29.24188          29.61000         30.24000         28.86867 102  NA
## INFO  [12:38:26.581] [bbotk]         29.24188          29.61000         38.47206         24.53134 102  NA
## INFO  [12:38:26.581] [bbotk]         29.40573          29.61000         30.24000         26.85000 102  NA
## INFO  [12:38:26.581] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:38:26.581] [bbotk]  2021        0.02    0.0422709452          1  0.2416896
## INFO  [12:38:26.581] [bbotk]  2022        0.07    0.0000000000          0  0.1994186
## INFO  [12:38:26.581] [bbotk]  2023        0.27    0.1961069060          4  0.3383987
## INFO  [12:38:26.581] [bbotk]  2024        0.02    0.2773625756          8  0.2901784
## INFO  [12:38:26.581] [bbotk]  2025        0.22    0.1996484914          5  0.2110002
## INFO  [12:38:26.581] [bbotk]  2026        0.07    0.0000000000          0  0.1994186
## INFO  [12:38:26.581] [bbotk]  2027        0.07    0.0664979736          4  0.2654142
## INFO  [12:38:26.581] [bbotk]  2028        0.02    0.0008114694          1  0.2002301
## INFO  [12:38:26.581] [bbotk]  2029        0.17    0.1684433007          6  0.2733799
## INFO  [12:38:26.581] [bbotk]  2030        0.17    0.1288334101          3  0.2101535
## INFO  [12:38:26.581] [bbotk]  2031        0.07    0.0627341669          2  0.1788795
## INFO  [12:38:26.581] [bbotk]  2032        0.02    0.0588235294          1  0.1749689
## INFO  [12:38:26.581] [bbotk]  2033        0.12    0.1801587110          4  0.3041279
## INFO  [12:38:26.581] [bbotk]  2034        0.17    0.0347116245          4  0.2262414
## INFO  [12:38:26.581] [bbotk]  2035        0.37    0.0896731363          3  0.2225340
## INFO  [12:38:26.581] [bbotk]  2036        0.00    0.0597928377          2  0.1739996
## INFO  [12:38:26.581] [bbotk]  2037        0.00    0.0601650890          2  0.1736273
## INFO  [12:38:26.581] [bbotk]  2038        0.02    0.1311634603          4  0.2202760
## INFO  [12:38:26.581] [bbotk]  2039        0.17    0.1849491766          6  0.2517367
## INFO  [12:38:26.581] [bbotk]  2040        0.00    0.0596480023          3  0.1741444
## INFO  [12:38:26.904] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:38:27.100] [bbotk] Result of batch 103:
## INFO  [12:38:27.109] [bbotk]  stroke heatF laneF heatP laneP   pointP reactiontimeP swimtimeP daytimeP
## INFO  [12:38:27.109] [bbotk]    FREE     1     9     4     5 902.0000     0.7700000 152.48009 1030.000
## INFO  [12:38:27.109] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:27.109] [bbotk]    FREE     1     5     4     5 927.4104     0.7700000 467.87000 1030.000
## INFO  [12:38:27.109] [bbotk]    FREE     1     5     4     5 909.0293     0.7700000 467.87000 1030.000
## INFO  [12:38:27.109] [bbotk]    FREE     1     5     4     5 892.9378     0.7700000 467.87000 1030.000
## INFO  [12:38:27.109] [bbotk]     FLY     1     5     4     6 902.0000     0.7700000 733.63365 1030.000
## INFO  [12:38:27.109] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:27.109] [bbotk]  MEDLEY     1     7     4     5 902.0000     0.8136021 467.87000 1193.191
## INFO  [12:38:27.109] [bbotk]    FREE     1     7     4     8 902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:27.109] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:27.109] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:27.109] [bbotk]    FREE     1     7    10     6 940.5618     0.7700000 467.87000 1069.623
## INFO  [12:38:27.109] [bbotk]    FREE     3     1     8     5 989.0259     0.7758817 467.87000 1030.000
## INFO  [12:38:27.109] [bbotk]    BACK     2     9     4     5 908.7924     0.7700000 467.87000 1030.000
## INFO  [12:38:27.109] [bbotk]    FREE     3     7     4     5 902.0000     0.7700000 541.04889 1030.000
## INFO  [12:38:27.109] [bbotk]    FREE     1     5     4     0 901.0620     0.7672457 467.87000 1629.940
## INFO  [12:38:27.109] [bbotk]    FREE     1     7     4     5 902.0000     0.7767511  57.21339 1030.000
## INFO  [12:38:27.109] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:27.109] [bbotk]    FREE     9     5     1     5 867.0078     0.7700000 467.87000 1030.000
## INFO  [12:38:27.109] [bbotk]    FREE     1     2     4     8 902.0000     0.7756367 467.87000 1030.000
## INFO  [12:38:27.109] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:38:27.109] [bbotk]         29.24188          29.61000         35.68215         26.85000 103  NA
## INFO  [12:38:27.109] [bbotk]         32.28247          22.07480         30.24000         30.59144 103  NA
## INFO  [12:38:27.109] [bbotk]         29.36506          29.61000         30.24000         26.85000 103  NA
## INFO  [12:38:27.109] [bbotk]         29.24188          29.61000         30.24000         26.85000 103  NA
## INFO  [12:38:27.109] [bbotk]         29.48096          29.61000         30.24000         26.85000 103  NA
## INFO  [12:38:27.109] [bbotk]         29.61750          29.61000         38.18970         26.85000 103  NA
## INFO  [12:38:27.109] [bbotk]         29.50666          29.61000         30.24000         26.85000 103  NA
## INFO  [12:38:27.109] [bbotk]         29.24188          31.95572         30.63484         26.85000 103  NA
## INFO  [12:38:27.109] [bbotk]         29.56952          29.61000         26.89551         26.85000 103  NA
## INFO  [12:38:27.109] [bbotk]         29.50846          36.22198         30.24000         26.85000 103  NA
## INFO  [12:38:27.109] [bbotk]         29.24188          29.61000         30.24000         26.85000 103  NA
## INFO  [12:38:27.109] [bbotk]         29.65153          25.06914         30.24000         26.85000 103  NA
## INFO  [12:38:27.109] [bbotk]         28.11251          29.30870         30.24000         26.85000 103  NA
## INFO  [12:38:27.109] [bbotk]         29.45845          29.61000         32.31283         26.85000 103  NA
## INFO  [12:38:27.109] [bbotk]         32.13088          29.61000         30.24000         25.74162 103  NA
## INFO  [12:38:27.109] [bbotk]         29.52593          26.66531         30.24000         26.85000 103  NA
## INFO  [12:38:27.109] [bbotk]         22.28368          33.36613         30.24000         21.69996 103  NA
## INFO  [12:38:27.109] [bbotk]         29.24188          26.75421         39.48336         26.85000 103  NA
## INFO  [12:38:27.109] [bbotk]         29.39861          29.61000         30.24000         25.93471 103  NA
## INFO  [12:38:27.109] [bbotk]         29.39447          29.61000         30.24000         26.85000 103  NA
## INFO  [12:38:27.109] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:38:27.109] [bbotk]  2041        0.22     0.095295005          3  0.2357923
## INFO  [12:38:27.109] [bbotk]  2042        0.07     0.119328613          4  0.1937514
## INFO  [12:38:27.109] [bbotk]  2043        0.00     0.068332684          3  0.1654597
## INFO  [12:38:27.109] [bbotk]  2044        0.02     0.061314406          2  0.1724780
## INFO  [12:38:27.109] [bbotk]  2045        0.02     0.063014516          3  0.1772004
## INFO  [12:38:27.109] [bbotk]  2046        0.22     0.219223224          6  0.2933621
## INFO  [12:38:27.109] [bbotk]  2047        0.02     0.001085041          1  0.2005037
## INFO  [12:38:27.109] [bbotk]  2048        0.12     0.086129780          5  0.2855484
## INFO  [12:38:27.109] [bbotk]  2049        0.12     0.070586411          3  0.2102064
## INFO  [12:38:27.109] [bbotk]  2050        0.27     0.026731132          2  0.2261498
## INFO  [12:38:27.109] [bbotk]  2051        0.02     0.058823529          1  0.1749689
## INFO  [12:38:27.109] [bbotk]  2052        0.22     0.152991098          6  0.2221516
## INFO  [12:38:27.109] [bbotk]  2053        0.00     0.214066235          7  0.2914738
## INFO  [12:38:27.109] [bbotk]  2054        0.22     0.186223211          6  0.3239834
## INFO  [12:38:27.109] [bbotk]  2055        0.02     0.080767481          4  0.2782740
## INFO  [12:38:27.109] [bbotk]  2056        0.07     0.167244503          7  0.2485646
## INFO  [12:38:27.109] [bbotk]  2057        0.22     0.095506384          5  0.2925105
## INFO  [12:38:27.109] [bbotk]  2058        0.27     0.039872779          2  0.2381669
## INFO  [12:38:27.109] [bbotk]  2059        0.12     0.194118350          6  0.2739778
## INFO  [12:38:27.109] [bbotk]  2060        0.22     0.119193380          4  0.2009650
## INFO  [12:38:27.390] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:38:27.611] [bbotk] Result of batch 104:
## INFO  [12:38:27.621] [bbotk]  stroke heatF laneF heatP laneP   pointP reactiontimeP swimtimeP daytimeP
## INFO  [12:38:27.621] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:27.621] [bbotk]    FREE     1     3     4     5 902.0000     0.7700000  792.7529 1030.000
## INFO  [12:38:27.621] [bbotk]    FREE     1     4     4     5 936.1469     0.7687376  464.7489 1688.623
## INFO  [12:38:27.621] [bbotk]    FREE     3     5     4     5 977.1203     0.7700000  519.7259 1030.000
## INFO  [12:38:27.621] [bbotk]    FREE     1     7     6     4 862.7290     0.7700000  467.8700 1030.000
## INFO  [12:38:27.621] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:27.621] [bbotk]     FLY     1     5     9     5 920.0793     0.7700000  467.8700 1030.000
## INFO  [12:38:27.621] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:27.621] [bbotk]    FREE     1     3     4     5 927.4104     0.7700000  467.8700 1030.000
## INFO  [12:38:27.621] [bbotk]    BACK     1     2     4     5 902.0000     0.7740366  467.8700 1030.000
## INFO  [12:38:27.621] [bbotk]  BREAST     3     7     4     5 902.0000     0.7700000  467.8700 1435.274
## INFO  [12:38:27.621] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  467.8700 1025.482
## INFO  [12:38:27.621] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:27.621] [bbotk]    FREE     1     7     4     5 905.9700     0.7700000  467.8700 1030.000
## INFO  [12:38:27.621] [bbotk]    FREE     1     7     4     5 934.0091     0.7700000  467.8700 1030.000
## INFO  [12:38:27.621] [bbotk]    FREE     1     6     4     5 902.0000     0.7729923  467.8700 1462.953
## INFO  [12:38:27.621] [bbotk]    FREE     1     7    11     5 902.0000     0.7700000  755.2889 1030.000
## INFO  [12:38:27.621] [bbotk]    FREE    11     5    12     0 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:27.621] [bbotk]    FREE     1     0     4     5 910.7284     0.7759250  751.1056 1030.000
## INFO  [12:38:27.621] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:27.621] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:38:27.621] [bbotk]         29.48665          29.61000         30.24000            26.85 104  NA
## INFO  [12:38:27.621] [bbotk]         29.24188          29.61000         30.24000            26.85 104  NA
## INFO  [12:38:27.621] [bbotk]         22.75226          25.97522         23.22309            26.85 104  NA
## INFO  [12:38:27.621] [bbotk]         29.24188          31.15886         30.24000            26.85 104  NA
## INFO  [12:38:27.621] [bbotk]         29.47842          26.86883         30.24000            26.85 104  NA
## INFO  [12:38:27.621] [bbotk]         29.45456          29.61000         30.24000            26.85 104  NA
## INFO  [12:38:27.621] [bbotk]         34.83032          29.61000         30.24000            26.85 104  NA
## INFO  [12:38:27.621] [bbotk]         29.45291          29.61000         30.24000            26.85 104  NA
## INFO  [12:38:27.621] [bbotk]         29.36506          29.61000         30.24000            26.85 104  NA
## INFO  [12:38:27.621] [bbotk]         27.16139          34.47162         30.24000            26.85 104  NA
## INFO  [12:38:27.621] [bbotk]         33.64368          29.47654         29.41948            26.85 104  NA
## INFO  [12:38:27.621] [bbotk]         29.24188          31.99250         29.93304            26.85 104  NA
## INFO  [12:38:27.621] [bbotk]         29.24188          29.61000         30.24000            26.85 104  NA
## INFO  [12:38:27.621] [bbotk]         29.24188          29.61000         30.24000            26.85 104  NA
## INFO  [12:38:27.621] [bbotk]         29.65534          29.61000         30.24000            26.85 104  NA
## INFO  [12:38:27.621] [bbotk]         35.07987          29.61000         30.24000            26.85 104  NA
## INFO  [12:38:27.621] [bbotk]         29.24188          29.61000         35.32526            26.85 104  NA
## INFO  [12:38:27.621] [bbotk]         30.59330          21.46631         35.73278            26.85 104  NA
## INFO  [12:38:27.621] [bbotk]         29.40573          29.61000         30.24000            26.85 104  NA
## INFO  [12:38:27.621] [bbotk]         29.65534          29.61000         30.24000            26.85 104  NA
## INFO  [12:38:27.621] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:38:27.621] [bbotk]  2061        0.00     0.059826558          2  0.1739659
## INFO  [12:38:27.621] [bbotk]  2062        0.12     0.078926572          2  0.2127259
## INFO  [12:38:27.621] [bbotk]  2063        0.32     0.173649438          8  0.2971447
## INFO  [12:38:27.621] [bbotk]  2064        0.00     0.153481190          5  0.2306910
## INFO  [12:38:27.621] [bbotk]  2065        0.17     0.143161599          5  0.1905853
## INFO  [12:38:27.621] [bbotk]  2066        0.00     0.059695046          2  0.1740974
## INFO  [12:38:27.621] [bbotk]  2067        0.17     0.205777323          5  0.2781621
## INFO  [12:38:27.621] [bbotk]  2068        0.00     0.059688307          2  0.1741041
## INFO  [12:38:27.621] [bbotk]  2069        0.02     0.068332684          3  0.1964622
## INFO  [12:38:27.621] [bbotk]  2070        0.37     0.145683518          5  0.2270504
## INFO  [12:38:27.621] [bbotk]  2071        0.22     0.163234630          6  0.2957077
## INFO  [12:38:27.621] [bbotk]  2072        0.07     0.069291192          4  0.1706240
## INFO  [12:38:27.621] [bbotk]  2073        0.02     0.058823529          1  0.1749689
## INFO  [12:38:27.621] [bbotk]  2074        0.07     0.001406811          1  0.1980118
## INFO  [12:38:27.621] [bbotk]  2075        0.00     0.013036981          2  0.2096207
## INFO  [12:38:27.621] [bbotk]  2076        0.27     0.109382935          4  0.2423453
## INFO  [12:38:27.621] [bbotk]  2077        0.02     0.092452306          3  0.2330474
## INFO  [12:38:27.621] [bbotk]  2078        0.07     0.289523707          7  0.3120203
## INFO  [12:38:27.621] [bbotk]  2079        0.22     0.081082108          5  0.2188423
## INFO  [12:38:27.621] [bbotk]  2080        0.02     0.001694279          1  0.2011129
## INFO  [12:38:27.920] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:38:28.136] [bbotk] Result of batch 105:
## INFO  [12:38:28.144] [bbotk]  stroke heatF laneF heatP laneP    pointP reactiontimeP swimtimeP daytimeP
## INFO  [12:38:28.144] [bbotk]    FREE     1     4     1     5  902.0000     0.7700000  673.5520 1866.205
## INFO  [12:38:28.144] [bbotk]    FREE     1     4     4     4  973.6339     0.7700000  467.8700 1045.945
## INFO  [12:38:28.144] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:28.144] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:28.144] [bbotk]    FREE     7     7     4     8  986.0531     0.7700000  578.3201 1030.000
## INFO  [12:38:28.144] [bbotk]    FREE     1     5     4     5  973.5414     0.7700000  479.9077 1030.000
## INFO  [12:38:28.144] [bbotk]    FREE     1     7     4     6  902.0000     0.7700000  449.3155 1839.130
## INFO  [12:38:28.144] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:28.144] [bbotk]    FREE     1     4     2     5 1021.6981     0.7700000  467.8700 1633.658
## INFO  [12:38:28.144] [bbotk]    FREE     1     7     4     0  902.0000     0.7700000  231.0599 1826.280
## INFO  [12:38:28.144] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:28.144] [bbotk]    FREE     4     5     4     5  899.8477     0.7700000  467.8700 1030.000
## INFO  [12:38:28.144] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:28.144] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:28.144] [bbotk]    FREE     1     5     1     6  902.0000     0.7700000  467.8700 1891.344
## INFO  [12:38:28.144] [bbotk]    BACK    12     7     4     5  902.0000     0.8008989  467.8700 1152.947
## INFO  [12:38:28.144] [bbotk]    FREE     1     1     4     1  902.0000     0.8222443  467.8700 1173.774
## INFO  [12:38:28.144] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:28.144] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:28.144] [bbotk]    FREE     2     2     4     5  902.0000     0.7698301  467.8700 1055.618
## INFO  [12:38:28.144] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:38:28.144] [bbotk]         29.24188          28.78369         30.24000         27.79746 105  NA
## INFO  [12:38:28.144] [bbotk]         29.24188          29.61000         30.24000         26.85000 105  NA
## INFO  [12:38:28.144] [bbotk]         29.24188          29.61000         30.24000         26.85000 105  NA
## INFO  [12:38:28.144] [bbotk]         29.31218          29.61000         30.24000         26.85000 105  NA
## INFO  [12:38:28.144] [bbotk]         29.24188          29.61000         30.24000         26.85000 105  NA
## INFO  [12:38:28.144] [bbotk]         33.51006          24.49732         32.40133         26.85000 105  NA
## INFO  [12:38:28.144] [bbotk]         29.24188          29.61000         31.15756         26.85000 105  NA
## INFO  [12:38:28.144] [bbotk]         29.49563          29.61000         30.24000         26.85000 105  NA
## INFO  [12:38:28.144] [bbotk]         29.24188          29.61000         30.24000         26.85000 105  NA
## INFO  [12:38:28.144] [bbotk]         29.24188          32.67705         29.44368         26.85000 105  NA
## INFO  [12:38:28.144] [bbotk]         29.56952          29.61000         30.24000         26.85000 105  NA
## INFO  [12:38:28.144] [bbotk]         29.50846          25.98742         30.24000         26.85000 105  NA
## INFO  [12:38:28.144] [bbotk]         29.45291          29.61000         30.24000         26.85000 105  NA
## INFO  [12:38:28.144] [bbotk]         29.45456          29.61000         30.24000         26.85000 105  NA
## INFO  [12:38:28.144] [bbotk]         30.02363          29.61000         30.24000         26.85000 105  NA
## INFO  [12:38:28.144] [bbotk]         29.46166          29.61000         30.24000         26.85000 105  NA
## INFO  [12:38:28.144] [bbotk]         29.55383          34.85536         30.24000         26.85000 105  NA
## INFO  [12:38:28.144] [bbotk]         29.46166          29.61000         30.24000         26.85000 105  NA
## INFO  [12:38:28.144] [bbotk]         29.23931          29.40133         30.79947         26.85000 105  NA
## INFO  [12:38:28.144] [bbotk]         29.55070          36.17227         30.14153         26.88235 105  NA
## INFO  [12:38:28.144] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:38:28.144] [bbotk]  2081        0.17    0.1888474922          6  0.2445035
## INFO  [12:38:28.144] [bbotk]  2082        0.00    0.1439941090          4  0.1772588
## INFO  [12:38:28.144] [bbotk]  2083        0.02    0.0588235294          1  0.1749689
## INFO  [12:38:28.144] [bbotk]  2084        0.02    0.0002881059          1  0.1997067
## INFO  [12:38:28.144] [bbotk]  2085        0.12    0.1542663956          4  0.2964246
## INFO  [12:38:28.144] [bbotk]  2086        0.07    0.1289687037          6  0.1921598
## INFO  [12:38:28.144] [bbotk]  2087        0.12    0.1116968800          4  0.2213569
## INFO  [12:38:28.144] [bbotk]  2088        0.00    0.0598633698          2  0.1739290
## INFO  [12:38:28.144] [bbotk]  2089        0.02    0.1965202846          4  0.2754570
## INFO  [12:38:28.144] [bbotk]  2090        0.12    0.1359411061          5  0.2940889
## INFO  [12:38:28.144] [bbotk]  2091        0.02    0.0013426119          1  0.2007612
## INFO  [12:38:28.144] [bbotk]  2092        0.07    0.1335491206          5  0.2475097
## INFO  [12:38:28.144] [bbotk]  2093        0.00    0.0596883069          2  0.1741041
## INFO  [12:38:28.144] [bbotk]  2094        0.02    0.0008715168          1  0.2002902
## INFO  [12:38:28.144] [bbotk]  2095        0.22    0.2316938555          5  0.2470092
## INFO  [12:38:28.144] [bbotk]  2096        0.02    0.1310217305          5  0.3304404
## INFO  [12:38:28.144] [bbotk]  2097        0.32    0.1564845972          6  0.2393997
## INFO  [12:38:28.144] [bbotk]  2098        0.00    0.0597241420          2  0.1740683
## INFO  [12:38:28.144] [bbotk]  2099        0.07    0.0613863314          4  0.1740454
## INFO  [12:38:28.144] [bbotk]  2100        0.42    0.1464031081          8  0.2275055
## INFO  [12:38:28.437] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:38:28.636] [bbotk] Result of batch 106:
## INFO  [12:38:28.644] [bbotk]  stroke heatF laneF heatP laneP    pointP reactiontimeP swimtimeP daytimeP
## INFO  [12:38:28.644] [bbotk]    FREE     1     5    10     5  861.8652     0.7700000  467.8700 1839.247
## INFO  [12:38:28.644] [bbotk]    FREE     1     7     4     0  939.1823     0.7700000  179.9595 1030.000
## INFO  [12:38:28.644] [bbotk]    BACK     5     7     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:28.644] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:28.644] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000  467.8700 1057.294
## INFO  [12:38:28.644] [bbotk]    FREE     1     7     4     5  934.0091     0.7700000  467.8700 1030.000
## INFO  [12:38:28.644] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:28.644] [bbotk]     FLY     1     6     4     0  902.0000     0.7700000  542.0685 1030.000
## INFO  [12:38:28.644] [bbotk]    BACK     1     5     4     5  902.0000     0.7700000  311.8897 1030.000
## INFO  [12:38:28.644] [bbotk]    FREE     1     7     4     2  902.0000     0.7700000  107.8193 1030.000
## INFO  [12:38:28.644] [bbotk]    FREE     1     7     9     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:28.644] [bbotk]    FREE     1     5     4     5  902.4318     0.7700000  467.8700 1030.000
## INFO  [12:38:28.644] [bbotk]    FREE    11     7     4     5  934.0091     0.7842887  202.1226 1030.000
## INFO  [12:38:28.644] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000  154.8027 1030.000
## INFO  [12:38:28.644] [bbotk]    FREE     1     7     4     6  902.0000     0.7700000  467.8700 1492.627
## INFO  [12:38:28.644] [bbotk]    FREE     1     6     4     5  902.0000     0.7700000  467.8700 1811.258
## INFO  [12:38:28.644] [bbotk]    FREE     1     5     4     5  934.0091     0.7700000  467.8700 1030.000
## INFO  [12:38:28.644] [bbotk]    FREE     5     5     4     5 1018.7600     0.7700000  467.8700 1030.000
## INFO  [12:38:28.644] [bbotk]     FLY     1     7     4     1  976.3053     0.7700000  467.8700 1679.121
## INFO  [12:38:28.644] [bbotk]    FREE     6     7     9     5  873.2482     0.7376146  467.8700 1030.000
## INFO  [12:38:28.644] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:38:28.644] [bbotk]         29.49563          29.61000         30.24000         24.83418 106  NA
## INFO  [12:38:28.644] [bbotk]         29.24188          22.99690         30.24000         22.59157 106  NA
## INFO  [12:38:28.644] [bbotk]         29.24188          23.51762         30.24000         26.85000 106  NA
## INFO  [12:38:28.644] [bbotk]         29.24188          29.61000         30.24000         26.85000 106  NA
## INFO  [12:38:28.644] [bbotk]         29.24188          31.95572         30.63484         26.85000 106  NA
## INFO  [12:38:28.644] [bbotk]         29.24188          29.61000         30.24000         26.85000 106  NA
## INFO  [12:38:28.644] [bbotk]         29.55946          29.61000         30.24000         26.85000 106  NA
## INFO  [12:38:28.644] [bbotk]         29.56494          29.61000         30.24000         30.02281 106  NA
## INFO  [12:38:28.644] [bbotk]         29.95445          29.61000         39.58974         31.39511 106  NA
## INFO  [12:38:28.644] [bbotk]         29.24188          29.61000         30.24000         31.35750 106  NA
## INFO  [12:38:28.644] [bbotk]         29.24188          23.87019         30.24000         26.85000 106  NA
## INFO  [12:38:28.644] [bbotk]         29.40573          29.61000         30.24000         26.85000 106  NA
## INFO  [12:38:28.644] [bbotk]         29.24188          29.61000         30.24000         26.85000 106  NA
## INFO  [12:38:28.644] [bbotk]         29.24188          29.61000         34.57180         26.85000 106  NA
## INFO  [12:38:28.644] [bbotk]         23.63729          29.61000         34.51166         26.85000 106  NA
## INFO  [12:38:28.644] [bbotk]         29.24188          29.61000         30.24000         26.85000 106  NA
## INFO  [12:38:28.644] [bbotk]         29.24188          29.61000         30.24000         26.85000 106  NA
## INFO  [12:38:28.644] [bbotk]         29.24188          26.93731         30.33899         26.85000 106  NA
## INFO  [12:38:28.644] [bbotk]         29.24188          30.40556         30.24000         26.85000 106  NA
## INFO  [12:38:28.644] [bbotk]         30.08381          29.61000         29.80127         26.85000 106  NA
## INFO  [12:38:28.644] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:38:28.644] [bbotk]  2101        0.07     0.191925980          6  0.2717854
## INFO  [12:38:28.644] [bbotk]  2102        0.37     0.136886012          5  0.2970696
## INFO  [12:38:28.644] [bbotk]  2103        0.22     0.141271000          3  0.3395651
## INFO  [12:38:28.644] [bbotk]  2104        0.02     0.058823529          1  0.1749689
## INFO  [12:38:28.644] [bbotk]  2105        0.02     0.070797937          4  0.1663736
## INFO  [12:38:28.644] [bbotk]  2106        0.02     0.011342702          1  0.2079265
## INFO  [12:38:28.644] [bbotk]  2107        0.02     0.001301371          1  0.2007200
## INFO  [12:38:28.644] [bbotk]  2108        0.17     0.198351135          6  0.2671561
## INFO  [12:38:28.644] [bbotk]  2109        0.12     0.182220066          6  0.2571558
## INFO  [12:38:28.644] [bbotk]  2110        0.37     0.103784209          3  0.2374028
## INFO  [12:38:28.644] [bbotk]  2111        0.17     0.081080354          2  0.2205509
## INFO  [12:38:28.644] [bbotk]  2112        0.00     0.059648002          3  0.1741444
## INFO  [12:38:28.644] [bbotk]  2113        0.02     0.088944857          4  0.2854309
## INFO  [12:38:28.644] [bbotk]  2114        0.02     0.091691832          3  0.1966208
## INFO  [12:38:28.644] [bbotk]  2115        0.17     0.123038638          4  0.2273869
## INFO  [12:38:28.644] [bbotk]  2116        0.12     0.106006616          2  0.2389690
## INFO  [12:38:28.644] [bbotk]  2117        0.00     0.070166232          2  0.1636326
## INFO  [12:38:28.644] [bbotk]  2118        0.07     0.169694068          5  0.2625437
## INFO  [12:38:28.644] [bbotk]  2119        0.12     0.186265495          5  0.3036214
## INFO  [12:38:28.644] [bbotk]  2120        0.02     0.137944238          6  0.2662734
## INFO  [12:38:29.020] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:38:29.214] [bbotk] Result of batch 107:
## INFO  [12:38:29.222] [bbotk]  stroke heatF laneF heatP laneP    pointP reactiontimeP swimtimeP daytimeP
## INFO  [12:38:29.222] [bbotk]    BACK     1     5     7     5  902.0000     0.7814162  467.8700 1030.000
## INFO  [12:38:29.222] [bbotk]    FREE     1     5     4     0  902.0000     0.7700000  466.4096 1030.000
## INFO  [12:38:29.222] [bbotk]    BACK     1     7     4     5  902.0000     0.7882791  467.8700 1353.403
## INFO  [12:38:29.222] [bbotk]    FREE     1     7    11     0  962.1635     0.7259890  467.8700 1221.407
## INFO  [12:38:29.222] [bbotk]    FREE     1     1     4     8 1003.0130     0.7700000  467.8700 1154.688
## INFO  [12:38:29.222] [bbotk]    FREE     9     1     5     5  902.0000     0.7700000  319.9527 1030.000
## INFO  [12:38:29.222] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:29.222] [bbotk]    FREE     1     5     4     1  902.0000     0.8099810  467.8700 1451.881
## INFO  [12:38:29.222] [bbotk]    BACK     1     7     4     5 1013.1438     0.7700000  766.3494 1030.000
## INFO  [12:38:29.222] [bbotk]    FREE     1     5     4     5  902.4318     0.7700000  467.8700 1030.000
## INFO  [12:38:29.222] [bbotk]    FREE     1     5     4     8  998.5678     0.7700000  467.8700 1030.000
## INFO  [12:38:29.222] [bbotk]    FREE     1     6     4     5  897.8488     0.7700000  107.9896 1030.000
## INFO  [12:38:29.222] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:29.222] [bbotk]    FREE     1     5     4     5  918.2739     0.7700000  467.8700 1030.000
## INFO  [12:38:29.222] [bbotk]    FREE     1     5     4     5  883.4816     0.7700000  467.8700 1057.294
## INFO  [12:38:29.222] [bbotk]  MEDLEY     6     5     4     1  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:29.222] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:29.222] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:29.222] [bbotk]    FREE     1     9     4     5  925.5525     0.7368012  467.8700 1030.000
## INFO  [12:38:29.222] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:29.222] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:38:29.222] [bbotk]         29.40573          29.61000         38.43495         29.03320 107  NA
## INFO  [12:38:29.222] [bbotk]         29.24188          29.61000         30.24000         23.29582 107  NA
## INFO  [12:38:29.222] [bbotk]         29.24188          29.61000         30.24000         26.85000 107  NA
## INFO  [12:38:29.222] [bbotk]         29.41070          29.61000         30.24000         22.74562 107  NA
## INFO  [12:38:29.222] [bbotk]         29.24188          29.61000         30.24000         26.85000 107  NA
## INFO  [12:38:29.222] [bbotk]         25.40419          32.66711         30.11991         26.85000 107  NA
## INFO  [12:38:29.222] [bbotk]         29.50846          29.61000         30.24000         26.85000 107  NA
## INFO  [12:38:29.222] [bbotk]         29.49563          29.61000         39.01384         26.85000 107  NA
## INFO  [12:38:29.222] [bbotk]         24.80536          29.61000         33.62293         26.85000 107  NA
## INFO  [12:38:29.222] [bbotk]         29.40573          29.61000         30.24000         26.85000 107  NA
## INFO  [12:38:29.222] [bbotk]         29.24188          29.61000         30.24000         26.85000 107  NA
## INFO  [12:38:29.222] [bbotk]         29.24188          29.61000         29.78310         26.85000 107  NA
## INFO  [12:38:29.222] [bbotk]         29.55494          29.61000         30.24000         26.85000 107  NA
## INFO  [12:38:29.222] [bbotk]         30.79193          29.61000         30.24000         26.85000 107  NA
## INFO  [12:38:29.222] [bbotk]         29.24188          21.90137         25.59406         26.85000 107  NA
## INFO  [12:38:29.222] [bbotk]         29.24188          29.61000         30.24000         26.85000 107  NA
## INFO  [12:38:29.222] [bbotk]         29.46079          31.71673         29.37035         28.70262 107  NA
## INFO  [12:38:29.222] [bbotk]         29.45223          29.61000         30.24000         32.57411 107  NA
## INFO  [12:38:29.222] [bbotk]         29.24188          29.61000         30.24000         31.47564 107  NA
## INFO  [12:38:29.222] [bbotk]         29.63502          29.61000         30.24000         26.85000 107  NA
## INFO  [12:38:29.222] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:38:29.222] [bbotk]  2121        0.07     0.215525826          7  0.2938724
## INFO  [12:38:29.222] [bbotk]  2122        0.17     0.135621866          4  0.2174545
## INFO  [12:38:29.222] [bbotk]  2123        0.02     0.081341836          3  0.2698305
## INFO  [12:38:29.222] [bbotk]  2124        0.17     0.179062486          7  0.2971337
## INFO  [12:38:29.222] [bbotk]  2125        0.12     0.160972272          4  0.1856170
## INFO  [12:38:29.222] [bbotk]  2126        0.22     0.213577856          7  0.2352751
## INFO  [12:38:29.222] [bbotk]  2127        0.02     0.001092385          1  0.2005110
## INFO  [12:38:29.222] [bbotk]  2128        0.02     0.178034991          6  0.2519553
## INFO  [12:38:29.222] [bbotk]  2129        0.07     0.145397388          5  0.3291223
## INFO  [12:38:29.222] [bbotk]  2130        0.00     0.059648002          3  0.1741444
## INFO  [12:38:29.222] [bbotk]  2131        0.02     0.151866683          3  0.2242514
## INFO  [12:38:29.222] [bbotk]  2132        0.27     0.083986696          4  0.2140005
## INFO  [12:38:29.222] [bbotk]  2133        0.00     0.060106393          2  0.1736860
## INFO  [12:38:29.222] [bbotk]  2134        0.00     0.070942101          3  0.1628503
## INFO  [12:38:29.222] [bbotk]  2135        0.22     0.111400361          5  0.2242489
## INFO  [12:38:29.222] [bbotk]  2136        0.02     0.235294118          4  0.3051866
## INFO  [12:38:29.222] [bbotk]  2137        0.07     0.021098019          4  0.2188342
## INFO  [12:38:29.222] [bbotk]  2138        0.00     0.088488941          3  0.1787570
## INFO  [12:38:29.222] [bbotk]  2139        0.17     0.095870220          4  0.2227812
## INFO  [12:38:29.222] [bbotk]  2140        0.02     0.001611013          1  0.2010296
## INFO  [12:38:29.564] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:38:29.761] [bbotk] Result of batch 108:
## INFO  [12:38:29.768] [bbotk]  stroke heatF laneF heatP laneP    pointP reactiontimeP swimtimeP  daytimeP
## INFO  [12:38:29.768] [bbotk]    FREE     8     7     4     5  902.0000     0.7906260  467.8700 1030.0000
## INFO  [12:38:29.768] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:38:29.768] [bbotk]    BACK     1     5     4     5  902.0000     0.8199306  467.8700 1057.2942
## INFO  [12:38:29.768] [bbotk]    FREE     5     7     4     5  879.8017     0.7462586  467.8700 1030.0000
## INFO  [12:38:29.768] [bbotk]    FREE    10     7     7     5 1005.3440     0.7831594  467.8700 1030.0000
## INFO  [12:38:29.768] [bbotk]    FREE     1     7     2     5  900.8276     0.8002608  467.8700 1030.0000
## INFO  [12:38:29.768] [bbotk]    FREE     4     1     4     6  902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:38:29.768] [bbotk]    FREE     7     7     4     5  902.0000     0.7700000  467.8700 1446.8983
## INFO  [12:38:29.768] [bbotk]    FREE    11     5     4     5  902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:38:29.768] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  467.8700 1323.2898
## INFO  [12:38:29.768] [bbotk]    FREE     1     5     4     5  895.8961     0.7700000  467.8700 1685.9180
## INFO  [12:38:29.768] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:38:29.768] [bbotk]    FREE     1     5     4     5  918.0611     0.7700000  467.8700 1030.0000
## INFO  [12:38:29.768] [bbotk]     FLY     1     7     4     5  880.6030     0.7127185  467.8700 1030.0000
## INFO  [12:38:29.768] [bbotk]    FREE     1     2     4     5  902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:38:29.768] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:38:29.768] [bbotk]    FREE     1     8     4     5  902.0000     0.7700000  517.5689 1082.5174
## INFO  [12:38:29.768] [bbotk]    FREE     1     7     4     5  955.8453     0.7700000  467.8700 1838.3302
## INFO  [12:38:29.768] [bbotk]    FREE     1     7     4     5  881.6679     0.7700000  467.8700  998.6918
## INFO  [12:38:29.768] [bbotk]  BREAST     1     5     4     5  902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:38:29.768] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:38:29.768] [bbotk]         29.46166          27.90116         38.67881         26.85000 108  NA
## INFO  [12:38:29.768] [bbotk]         29.47842          29.61000         30.24000         26.85000 108  NA
## INFO  [12:38:29.768] [bbotk]         29.53638          28.69609         30.24000         31.96885 108  NA
## INFO  [12:38:29.768] [bbotk]         29.24188          29.61000         29.63237         26.85000 108  NA
## INFO  [12:38:29.768] [bbotk]         33.65884          29.61000         30.24000         26.85000 108  NA
## INFO  [12:38:29.768] [bbotk]         32.75769          29.61000         37.41052         25.82592 108  NA
## INFO  [12:38:29.768] [bbotk]         22.47424          30.57948         30.24000         26.85000 108  NA
## INFO  [12:38:29.768] [bbotk]         29.24188          29.61000         30.24000         26.85000 108  NA
## INFO  [12:38:29.768] [bbotk]         29.24188          29.61000         39.30254         26.85000 108  NA
## INFO  [12:38:29.768] [bbotk]         29.24188          29.61000         30.24000         26.85000 108  NA
## INFO  [12:38:29.768] [bbotk]         29.24188          25.86296         30.24000         26.85000 108  NA
## INFO  [12:38:29.768] [bbotk]         29.24188          29.61000         30.24000         26.85000 108  NA
## INFO  [12:38:29.768] [bbotk]         30.59445          29.61000         30.24000         26.85000 108  NA
## INFO  [12:38:29.768] [bbotk]         29.24188          29.61000         30.24000         26.85000 108  NA
## INFO  [12:38:29.768] [bbotk]         23.77735          26.81845         35.05799         26.85000 108  NA
## INFO  [12:38:29.768] [bbotk]         29.00442          30.95293         23.97117         26.85000 108  NA
## INFO  [12:38:29.768] [bbotk]         29.24188          29.61000         30.24000         26.85000 108  NA
## INFO  [12:38:29.768] [bbotk]         29.24188          29.61000         25.62121         26.85000 108  NA
## INFO  [12:38:29.768] [bbotk]         29.24188          25.46757         30.24000         26.85000 108  NA
## INFO  [12:38:29.768] [bbotk]         29.55494          29.61000         30.24000         26.29264 108  NA
## INFO  [12:38:29.768] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:38:29.768] [bbotk]  2141        0.22      0.09601301          5  0.2943071
## INFO  [12:38:29.768] [bbotk]  2142        0.00      0.05979284          2  0.1739996
## INFO  [12:38:29.768] [bbotk]  2143        0.07      0.15796244          7  0.2409761
## INFO  [12:38:29.768] [bbotk]  2144        0.07      0.07246216          4  0.2624397
## INFO  [12:38:29.768] [bbotk]  2145        0.00      0.17451785          5  0.3122781
## INFO  [12:38:29.768] [bbotk]  2146        0.02      0.10608454          6  0.2447675
## INFO  [12:38:29.768] [bbotk]  2147        0.17      0.20796212          5  0.2816809
## INFO  [12:38:29.768] [bbotk]  2148        0.02      0.08400159          2  0.2834202
## INFO  [12:38:29.768] [bbotk]  2149        0.07      0.14588280          3  0.2508118
## INFO  [12:38:29.768] [bbotk]  2150        0.02      0.01771288          1  0.2171315
## INFO  [12:38:29.768] [bbotk]  2151        0.07      0.11512946          4  0.2207663
## INFO  [12:38:29.768] [bbotk]  2152        0.02      0.05882353          1  0.1749689
## INFO  [12:38:29.768] [bbotk]  2153        0.00      0.07005747          3  0.1637349
## INFO  [12:38:29.768] [bbotk]  2154        0.17      0.07576547          3  0.2621122
## INFO  [12:38:29.768] [bbotk]  2155        0.32      0.10705169          4  0.1872941
## INFO  [12:38:29.768] [bbotk]  2156        0.22      0.02571189          3  0.2230434
## INFO  [12:38:29.768] [bbotk]  2157        0.17      0.06507051          3  0.2056656
## INFO  [12:38:29.768] [bbotk]  2158        0.12      0.08228922          3  0.2766464
## INFO  [12:38:29.768] [bbotk]  2159        0.27      0.02515847          3  0.2234526
## INFO  [12:38:29.768] [bbotk]  2160        0.12      0.12173455          4  0.2353142
## INFO  [12:38:30.105] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:38:30.297] [bbotk] Result of batch 109:
## INFO  [12:38:30.309] [bbotk]  stroke heatF laneF heatP laneP   pointP reactiontimeP swimtimeP daytimeP
## INFO  [12:38:30.309] [bbotk]    FREE     9     7     4     7 989.5452     0.7700000    467.87 1057.294
## INFO  [12:38:30.309] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000    467.87 1030.000
## INFO  [12:38:30.309] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000    467.87 1030.000
## INFO  [12:38:30.309] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000    467.87 1030.000
## INFO  [12:38:30.309] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000    467.87 1030.000
## INFO  [12:38:30.309] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000    467.87 1030.000
## INFO  [12:38:30.309] [bbotk]    FREE     1     7     4     5 986.0876     0.7700000    467.87 1030.000
## INFO  [12:38:30.309] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000    467.87 1030.000
## INFO  [12:38:30.309] [bbotk]    FREE     1     3     4     5 902.0000     0.7833554    467.87 1030.000
## INFO  [12:38:30.309] [bbotk]    FREE    10     5     6     1 929.6773     0.7984909    467.87 1030.000
## INFO  [12:38:30.309] [bbotk]    FREE     1     5     4     5 901.9756     0.7700000    467.87 1030.000
## INFO  [12:38:30.309] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000    467.87 1030.000
## INFO  [12:38:30.309] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000    467.87 1030.000
## INFO  [12:38:30.309] [bbotk]     FLY     1     7     4     5 902.0000     0.8279662    467.87 1030.000
## INFO  [12:38:30.309] [bbotk]    FREE     1     5     4     5 931.2965     0.7700000    467.87 1030.000
## INFO  [12:38:30.309] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000    467.87 1030.000
## INFO  [12:38:30.309] [bbotk]    FREE     1     7     4     7 902.0000     0.7700000    467.87 1030.000
## INFO  [12:38:30.309] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000    467.87 1030.000
## INFO  [12:38:30.309] [bbotk]    FREE     1     5     4     1 886.0065     0.7700000    467.87 1030.000
## INFO  [12:38:30.309] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000    467.87 1030.000
## INFO  [12:38:30.309] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:38:30.309] [bbotk]         29.24188          31.95572         30.63484         26.85000 109  NA
## INFO  [12:38:30.309] [bbotk]         29.24188          29.61000         30.24000         26.85000 109  NA
## INFO  [12:38:30.309] [bbotk]         29.24188          29.61000         30.24000         26.85000 109  NA
## INFO  [12:38:30.309] [bbotk]         29.52231          29.61000         30.24000         26.85000 109  NA
## INFO  [12:38:30.309] [bbotk]         29.46166          29.61000         30.24000         26.85000 109  NA
## INFO  [12:38:30.309] [bbotk]         29.55494          29.61000         30.24000         26.85000 109  NA
## INFO  [12:38:30.309] [bbotk]         29.24188          29.80455         30.24000         22.37667 109  NA
## INFO  [12:38:30.309] [bbotk]         29.24188          29.61000         30.24000         26.85000 109  NA
## INFO  [12:38:30.309] [bbotk]         35.28983          33.39094         37.66491         22.02241 109  NA
## INFO  [12:38:30.309] [bbotk]         29.24188          35.34414         30.24000         26.85000 109  NA
## INFO  [12:38:30.309] [bbotk]         29.69374          29.61000         30.24000         26.85000 109  NA
## INFO  [12:38:30.309] [bbotk]         29.50560          29.61000         30.24000         26.85000 109  NA
## INFO  [12:38:30.309] [bbotk]         29.50666          29.61000         30.24000         26.85000 109  NA
## INFO  [12:38:30.309] [bbotk]         34.95114          29.61000         30.24000         26.85000 109  NA
## INFO  [12:38:30.309] [bbotk]         29.62488          29.61000         30.24000         26.85000 109  NA
## INFO  [12:38:30.309] [bbotk]         29.48050          29.61000         30.24000         26.85000 109  NA
## INFO  [12:38:30.309] [bbotk]         29.24188          29.61000         24.89482         26.85000 109  NA
## INFO  [12:38:30.309] [bbotk]         29.39920          29.61000         30.24000         26.85000 109  NA
## INFO  [12:38:30.309] [bbotk]         29.43990          29.61000         30.24000         26.85000 109  NA
## INFO  [12:38:30.309] [bbotk]         29.46166          29.61000         30.24000         26.85000 109  NA
## INFO  [12:38:30.309] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:38:30.309] [bbotk]  2161        0.07    0.1606438507          6  0.3107861
## INFO  [12:38:30.309] [bbotk]  2162        0.02    0.0588235294          1  0.1749689
## INFO  [12:38:30.309] [bbotk]  2163        0.07    0.0000000000          0  0.1994186
## INFO  [12:38:30.309] [bbotk]  2164        0.02    0.0011491735          1  0.2005678
## INFO  [12:38:30.309] [bbotk]  2165        0.00    0.0597241420          2  0.1740683
## INFO  [12:38:30.309] [bbotk]  2166        0.00    0.0601063929          2  0.1736860
## INFO  [12:38:30.309] [bbotk]  2167        0.17    0.0530611381          3  0.2477328
## INFO  [12:38:30.309] [bbotk]  2168        0.07    0.0000000000          0  0.1994186
## INFO  [12:38:30.309] [bbotk]  2169        0.37    0.1478756409          6  0.2759785
## INFO  [12:38:30.309] [bbotk]  2170        0.27    0.2719920156          7  0.2762425
## INFO  [12:38:30.309] [bbotk]  2171        0.00    0.0606838008          3  0.1731259
## INFO  [12:38:30.309] [bbotk]  2172        0.02    0.0010806968          1  0.2004993
## INFO  [12:38:30.309] [bbotk]  2173        0.02    0.0010850407          1  0.2005037
## INFO  [12:38:30.309] [bbotk]  2174        0.27    0.0916904171          3  0.2911091
## INFO  [12:38:30.309] [bbotk]  2175        0.00    0.0707744806          3  0.1630179
## INFO  [12:38:30.309] [bbotk]  2176        0.00    0.0598013524          2  0.1739911
## INFO  [12:38:30.309] [bbotk]  2177        0.22    0.0754772447          2  0.2601869
## INFO  [12:38:30.309] [bbotk]  2178        0.02    0.0006446674          1  0.2000633
## INFO  [12:38:30.309] [bbotk]  2179        0.02    0.1241259713          4  0.2078502
## INFO  [12:38:30.309] [bbotk]  2180        0.02    0.0009006185          1  0.2003193
## INFO  [12:38:30.601] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:38:30.800] [bbotk] Result of batch 110:
## INFO  [12:38:30.810] [bbotk]  stroke heatF laneF heatP laneP   pointP reactiontimeP swimtimeP  daytimeP
## INFO  [12:38:30.810] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:38:30.810] [bbotk]    FREE     1     7     8     2 902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:38:30.810] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:38:30.810] [bbotk]     FLY     1     7     4     5 902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:38:30.810] [bbotk]    FREE     1     7    10     5 865.0816     0.7779558  467.8700 1084.2418
## INFO  [12:38:30.810] [bbotk]  MEDLEY     1     7     4     0 934.0091     0.7580159  467.8700 1030.0000
## INFO  [12:38:30.810] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  648.5852 1030.0000
## INFO  [12:38:30.810] [bbotk]  MEDLEY     2     5     4     5 997.6900     0.7700000  472.6523 1057.2942
## INFO  [12:38:30.810] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  856.3577 1318.6862
## INFO  [12:38:30.810] [bbotk]  MEDLEY     1     7     4     0 902.0000     0.7700000  467.8700 1893.0133
## INFO  [12:38:30.810] [bbotk]    FREE     4     5     4     5 902.0000     0.7700000  467.8700  932.2051
## INFO  [12:38:30.810] [bbotk]    FREE     1     7     4     5 867.1893     0.7158158  825.4322 1030.0000
## INFO  [12:38:30.810] [bbotk]  MEDLEY     1     2    11     5 902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:38:30.810] [bbotk]  BREAST     5     5     4     6 902.0000     0.7700000  580.8103 1030.0000
## INFO  [12:38:30.810] [bbotk]     FLY     3     2     4     4 902.0000     0.7700000  359.1576 1275.4079
## INFO  [12:38:30.810] [bbotk]    FREE     1     9     4     5 902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:38:30.810] [bbotk]    FREE     8     8     4     8 995.8427     0.7700000  337.6818 1789.8838
## INFO  [12:38:30.810] [bbotk]  MEDLEY     1     7     9     4 927.3781     0.7700000  467.8700 1030.0000
## INFO  [12:38:30.810] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  467.8700 1310.2324
## INFO  [12:38:30.810] [bbotk]    FREE     1     4     4     6 902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:38:30.810] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:38:30.810] [bbotk]         29.56952          29.61000         30.24000         26.85000 110  NA
## INFO  [12:38:30.810] [bbotk]         29.50846          29.61000         39.42102         26.85000 110  NA
## INFO  [12:38:30.810] [bbotk]         29.46166          29.61000         30.24000         26.85000 110  NA
## INFO  [12:38:30.810] [bbotk]         29.24188          29.61000         33.80675         26.85000 110  NA
## INFO  [12:38:30.810] [bbotk]         29.65534          29.61000         30.07372         30.34873 110  NA
## INFO  [12:38:30.810] [bbotk]         29.65534          29.61000         35.15738         30.71669 110  NA
## INFO  [12:38:30.810] [bbotk]         29.24188          29.61000         30.24000         24.82076 110  NA
## INFO  [12:38:30.810] [bbotk]         29.24188          29.61000         30.24000         26.85000 110  NA
## INFO  [12:38:30.810] [bbotk]         29.46166          29.61000         30.24000         26.85000 110  NA
## INFO  [12:38:30.810] [bbotk]         28.38628          29.61000         30.24000         26.85000 110  NA
## INFO  [12:38:30.810] [bbotk]         27.99167          29.61000         30.24000         26.85000 110  NA
## INFO  [12:38:30.810] [bbotk]         29.45291          29.61000         30.24000         26.85000 110  NA
## INFO  [12:38:30.810] [bbotk]         29.48050          29.61000         31.31476         26.85000 110  NA
## INFO  [12:38:30.810] [bbotk]         27.67903          31.99282         30.24000         26.85000 110  NA
## INFO  [12:38:30.810] [bbotk]         29.24188          29.92679         30.24000         26.85000 110  NA
## INFO  [12:38:30.810] [bbotk]         29.24188          29.61000         25.55492         26.85000 110  NA
## INFO  [12:38:30.810] [bbotk]         29.39221          29.61000         30.24000         26.85000 110  NA
## INFO  [12:38:30.810] [bbotk]         29.24188          35.08746         30.24000         25.24423 110  NA
## INFO  [12:38:30.810] [bbotk]         31.74059          23.93137         33.27274         24.24988 110  NA
## INFO  [12:38:30.810] [bbotk]         29.40573          29.61000         30.24000         26.85000 110  NA
## INFO  [12:38:30.810] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:38:30.810] [bbotk]  2181        0.00    0.0601661413          2  0.1736263
## INFO  [12:38:30.810] [bbotk]  2182        0.27    0.1473443279          4  0.2223201
## INFO  [12:38:30.810] [bbotk]  2183        0.02    0.0009006126          1  0.2003192
## INFO  [12:38:30.810] [bbotk]  2184        0.17    0.0699362805          2  0.2693549
## INFO  [12:38:30.810] [bbotk]  2185        0.07    0.0962994842          7  0.2358584
## INFO  [12:38:30.810] [bbotk]  2186        0.02    0.1674200633          7  0.2693200
## INFO  [12:38:30.810] [bbotk]  2187        0.02    0.0802168394          3  0.1921174
## INFO  [12:38:30.810] [bbotk]  2188        0.00    0.2123234779          6  0.3019012
## INFO  [12:38:30.810] [bbotk]  2189        0.02    0.0423742323          3  0.2417929
## INFO  [12:38:30.810] [bbotk]  2190        0.12    0.1732737347          4  0.2972429
## INFO  [12:38:30.810] [bbotk]  2191        0.12    0.1286763202          4  0.2448217
## INFO  [12:38:30.810] [bbotk]  2192        0.07    0.0441790367          4  0.2305258
## INFO  [12:38:30.810] [bbotk]  2193        0.17    0.1807970020          5  0.2037450
## INFO  [12:38:30.810] [bbotk]  2194        0.22    0.2579264778          7  0.3316453
## INFO  [12:38:30.810] [bbotk]  2195        0.27    0.2580704871          7  0.3049038
## INFO  [12:38:30.810] [bbotk]  2196        0.27    0.0734206084          2  0.2123333
## INFO  [12:38:30.810] [bbotk]  2197        0.12    0.2642886034          7  0.3472037
## INFO  [12:38:30.810] [bbotk]  2198        0.22    0.2147832039          6  0.2854571
## INFO  [12:38:30.810] [bbotk]  2199        0.22    0.1305392201          6  0.2073905
## INFO  [12:38:30.810] [bbotk]  2200        0.12    0.1183185052          3  0.1924574
## INFO  [12:38:31.165] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:38:31.381] [bbotk] Result of batch 111:
## INFO  [12:38:31.389] [bbotk]  stroke heatF laneF heatP laneP    pointP reactiontimeP swimtimeP daytimeP
## INFO  [12:38:31.389] [bbotk]    FREE     1     7     4     5 1011.5240     0.7700000  52.46625 1799.626
## INFO  [12:38:31.389] [bbotk]    FREE     5     7     3     5  902.0000     0.7700000 467.87000 1029.481
## INFO  [12:38:31.389] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:31.389] [bbotk]    FREE     1     7     4     5  950.2981     0.7700000 467.87000 1057.294
## INFO  [12:38:31.389] [bbotk]    FREE     1     7     4     3  902.0000     0.7700000 167.68419 1030.000
## INFO  [12:38:31.389] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:31.389] [bbotk]    FREE     5     7     4     1  902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:31.389] [bbotk]  BREAST     1     7     4     9  902.0000     0.7534838 177.54273 1012.527
## INFO  [12:38:31.389] [bbotk]  BREAST     1     7     4     5  902.0000     0.7700000 467.87000 1137.391
## INFO  [12:38:31.389] [bbotk]    FREE     8     7     4     4  888.8554     0.7700000 152.51735 1030.000
## INFO  [12:38:31.389] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:31.389] [bbotk]    FREE     1     4     6     9  902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:31.389] [bbotk]    FREE     1     7     4     5  934.0091     0.7700000 467.87000 1030.000
## INFO  [12:38:31.389] [bbotk]    BACK     2     7     4     5  902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:31.389] [bbotk]    FREE     1     3     4     5  902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:31.389] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:31.389] [bbotk]    FREE     1     2    12     5  902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:31.389] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:31.389] [bbotk]    FREE     1     8     8     5  986.5260     0.7700000 467.87000 1855.775
## INFO  [12:38:31.389] [bbotk]    FREE     1     3     1     7  902.0000     0.7428540 467.87000 1243.210
## INFO  [12:38:31.389] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:38:31.389] [bbotk]         27.33659          29.61000         33.63852         26.85000 111  NA
## INFO  [12:38:31.389] [bbotk]         22.44745          35.77914         30.71334         21.91525 111  NA
## INFO  [12:38:31.389] [bbotk]         29.24188          29.61000         30.24000         26.85000 111  NA
## INFO  [12:38:31.389] [bbotk]         29.24188          29.61000         30.63484         26.85000 111  NA
## INFO  [12:38:31.389] [bbotk]         23.99084          30.30094         30.24000         26.85000 111  NA
## INFO  [12:38:31.389] [bbotk]         29.24188          29.61000         30.24000         26.85000 111  NA
## INFO  [12:38:31.389] [bbotk]         29.56773          29.61000         30.24000         26.85000 111  NA
## INFO  [12:38:31.389] [bbotk]         26.28976          29.61000         30.24000         26.85000 111  NA
## INFO  [12:38:31.389] [bbotk]         29.72281          29.61000         30.24000         25.02627 111  NA
## INFO  [12:38:31.389] [bbotk]         29.51001          32.32764         38.28547         26.81058 111  NA
## INFO  [12:38:31.389] [bbotk]         29.24188          29.61000         30.24000         26.85000 111  NA
## INFO  [12:38:31.389] [bbotk]         24.30601          29.61000         30.24000         23.19272 111  NA
## INFO  [12:38:31.389] [bbotk]         29.65534          29.61000         30.24000         26.85000 111  NA
## INFO  [12:38:31.389] [bbotk]         29.40573          29.61000         30.24000         26.85000 111  NA
## INFO  [12:38:31.389] [bbotk]         29.50666          29.61000         30.24000         26.85000 111  NA
## INFO  [12:38:31.389] [bbotk]         29.39221          29.61000         30.24000         26.85000 111  NA
## INFO  [12:38:31.389] [bbotk]         29.24188          29.61000         39.75891         26.84300 111  NA
## INFO  [12:38:31.389] [bbotk]         29.56952          29.61000         30.24000         26.85000 111  NA
## INFO  [12:38:31.389] [bbotk]         29.39517          29.61000         25.62841         29.05490 111  NA
## INFO  [12:38:31.389] [bbotk]         29.24188          34.99956         30.24000         26.85000 111  NA
## INFO  [12:38:31.389] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:38:31.389] [bbotk]  2201        0.22      0.12939170          5  0.2642098
## INFO  [12:38:31.389] [bbotk]  2202        0.17      0.19574821          7  0.3340265
## INFO  [12:38:31.389] [bbotk]  2203        0.07      0.00000000          0  0.1994186
## INFO  [12:38:31.389] [bbotk]  2204        0.00      0.01999345          3  0.2165772
## INFO  [12:38:31.389] [bbotk]  2205        0.22      0.10159510          4  0.2809464
## INFO  [12:38:31.389] [bbotk]  2206        0.02      0.05882353          1  0.1749689
## INFO  [12:38:31.389] [bbotk]  2207        0.02      0.11898232          3  0.3010215
## INFO  [12:38:31.389] [bbotk]  2208        0.32      0.15146296          6  0.3166649
## INFO  [12:38:31.389] [bbotk]  2209        0.17      0.07645701          4  0.2660729
## INFO  [12:38:31.389] [bbotk]  2210        0.00      0.17872030          8  0.3205347
## INFO  [12:38:31.389] [bbotk]  2211        0.07      0.00000000          0  0.1994186
## INFO  [12:38:31.389] [bbotk]  2212        0.17      0.21509993          5  0.1935000
## INFO  [12:38:31.389] [bbotk]  2213        0.00      0.01303698          2  0.2096207
## INFO  [12:38:31.389] [bbotk]  2214        0.02      0.11831851          3  0.3177371
## INFO  [12:38:31.389] [bbotk]  2215        0.07      0.05990857          2  0.1937079
## INFO  [12:38:31.389] [bbotk]  2216        0.00      0.05943957          2  0.1743528
## INFO  [12:38:31.389] [bbotk]  2217        0.22      0.14733993          4  0.1702175
## INFO  [12:38:31.389] [bbotk]  2218        0.00      0.06016614          2  0.1736263
## INFO  [12:38:31.389] [bbotk]  2219        0.12      0.22356246          7  0.3008167
## INFO  [12:38:31.389] [bbotk]  2220        0.37      0.21468145          6  0.2242977
## INFO  [12:38:31.699] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:38:31.921] [bbotk] Result of batch 112:
## INFO  [12:38:31.928] [bbotk]  stroke heatF laneF heatP laneP    pointP reactiontimeP swimtimeP daytimeP
## INFO  [12:38:31.928] [bbotk]     FLY     3     1     4     7  902.0000     0.7700756  467.8700 1515.387
## INFO  [12:38:31.928] [bbotk]    BACK     1     8     9     5  902.0000     0.7700000  467.8700 1162.364
## INFO  [12:38:31.928] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:31.928] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000  467.8700 1057.294
## INFO  [12:38:31.928] [bbotk]    FREE     3     7     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:31.928] [bbotk]    FREE     1     0     4     5  913.0867     0.7709184  467.8700 1030.000
## INFO  [12:38:31.928] [bbotk]    FREE     1     5     4     5  982.4708     0.7700000  467.8700 1030.000
## INFO  [12:38:31.928] [bbotk]    FREE     2     7     7     5  902.0000     0.7723032  769.2944 1030.000
## INFO  [12:38:31.928] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:31.928] [bbotk]    BACK     1     9     8     0  902.0000     0.7700000  467.8700 1201.905
## INFO  [12:38:31.928] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:31.928] [bbotk]    FREE     1     3     6     5 1004.9929     0.7700000  467.8700 1030.000
## INFO  [12:38:31.928] [bbotk]    BACK     1     5     4     8  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:31.928] [bbotk]    FREE     1     5    11     9 1005.4116     0.7700000  467.8700 1030.000
## INFO  [12:38:31.928] [bbotk]    FREE     1     7     4     5  944.1344     0.7336289  467.8700 1030.000
## INFO  [12:38:31.928] [bbotk]    FREE     1     8    10     5  902.0000     0.7700000  137.8554 1030.000
## INFO  [12:38:31.928] [bbotk]    FREE     1     5     4     6  902.0000     0.7618515  467.8700 1030.000
## INFO  [12:38:31.928] [bbotk]    FREE     1     7     3     4  868.7492     0.7648165  467.8700 1030.000
## INFO  [12:38:31.928] [bbotk]    FREE     1     7    12     5  902.0000     0.7700000  467.8700 1381.452
## INFO  [12:38:31.928] [bbotk]    FREE     1     7     6     6  974.8797     0.7700000  467.8700 1207.394
## INFO  [12:38:31.928] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:38:31.928] [bbotk]         29.40548          29.61000         30.68582         26.85000 112  NA
## INFO  [12:38:31.928] [bbotk]         25.36759          29.61000         34.49342         26.85000 112  NA
## INFO  [12:38:31.928] [bbotk]         29.49563          29.61000         30.24000         26.85000 112  NA
## INFO  [12:38:31.928] [bbotk]         29.24188          31.95572         30.63484         26.85000 112  NA
## INFO  [12:38:31.928] [bbotk]         29.24188          32.63818         30.24000         26.85000 112  NA
## INFO  [12:38:31.928] [bbotk]         29.24188          33.77979         30.24000         26.85000 112  NA
## INFO  [12:38:31.928] [bbotk]         29.43893          29.61000         30.24000         27.05822 112  NA
## INFO  [12:38:31.928] [bbotk]         29.57504          32.68574         30.24000         32.56338 112  NA
## INFO  [12:38:31.928] [bbotk]         29.52280          29.61000         30.24000         26.85000 112  NA
## INFO  [12:38:31.928] [bbotk]         29.47372          29.61000         30.24000         28.56758 112  NA
## INFO  [12:38:31.928] [bbotk]         29.46166          29.61000         30.24000         26.85000 112  NA
## INFO  [12:38:31.928] [bbotk]         29.24188          29.61000         33.81359         26.33596 112  NA
## INFO  [12:38:31.928] [bbotk]         29.24188          29.61000         30.24000         26.85000 112  NA
## INFO  [12:38:31.928] [bbotk]         29.39211          29.61000         30.24000         26.85000 112  NA
## INFO  [12:38:31.928] [bbotk]         21.50758          29.61000         30.24000         26.85000 112  NA
## INFO  [12:38:31.928] [bbotk]         27.40438          29.61000         30.24000         28.84877 112  NA
## INFO  [12:38:31.928] [bbotk]         29.24188          32.09225         30.24000         26.85000 112  NA
## INFO  [12:38:31.928] [bbotk]         29.47842          29.61000         30.24000         26.85000 112  NA
## INFO  [12:38:31.928] [bbotk]         29.24188          29.61000         37.19000         26.85000 112  NA
## INFO  [12:38:31.928] [bbotk]         29.24188          29.61000         30.24000         26.85000 112  NA
## INFO  [12:38:31.928] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:38:31.928] [bbotk]  2221        0.17     0.266680228          8  0.3070335
## INFO  [12:38:31.928] [bbotk]  2222        0.02     0.213592639          6  0.2949596
## INFO  [12:38:31.928] [bbotk]  2223        0.00     0.059863370          2  0.1739290
## INFO  [12:38:31.928] [bbotk]  2224        0.02     0.070797937          4  0.1663736
## INFO  [12:38:31.928] [bbotk]  2225        0.17     0.070565651          2  0.2699843
## INFO  [12:38:31.928] [bbotk]  2226        0.37     0.079071140          4  0.2168314
## INFO  [12:38:31.928] [bbotk]  2227        0.00     0.089194296          4  0.1789502
## INFO  [12:38:31.928] [bbotk]  2228        0.17     0.178716113          7  0.3193112
## INFO  [12:38:31.928] [bbotk]  2229        0.02     0.001151161          1  0.2005698
## INFO  [12:38:31.928] [bbotk]  2230        0.02     0.255268955          7  0.3240739
## INFO  [12:38:31.928] [bbotk]  2231        0.00     0.059724148          2  0.1740683
## INFO  [12:38:31.928] [bbotk]  2232        0.02     0.167864179          5  0.2336478
## INFO  [12:38:31.928] [bbotk]  2233        0.02     0.176470588          3  0.2599389
## INFO  [12:38:31.928] [bbotk]  2234        0.00     0.213731005          5  0.2272922
## INFO  [12:38:31.928] [bbotk]  2235        0.07     0.052567042          3  0.2368602
## INFO  [12:38:31.928] [bbotk]  2236        0.07     0.155654972          5  0.2369241
## INFO  [12:38:31.928] [bbotk]  2237        0.17     0.128603744          4  0.2000797
## INFO  [12:38:31.928] [bbotk]  2238        0.02     0.131246064          5  0.2149703
## INFO  [12:38:31.928] [bbotk]  2239        0.00     0.101702797          3  0.2422979
## INFO  [12:38:31.928] [bbotk]  2240        0.07     0.154186077          4  0.2247813
## INFO  [12:38:32.221] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:38:32.440] [bbotk] Result of batch 113:
## INFO  [12:38:32.458] [bbotk]  stroke heatF laneF heatP laneP   pointP reactiontimeP swimtimeP daytimeP
## INFO  [12:38:32.458] [bbotk]    FREE     1     7     4     5 902.0000     0.8006192  467.8700 1030.000
## INFO  [12:38:32.458] [bbotk]    FREE    12     4     4     9 902.0000     0.7700000  467.8700 1360.367
## INFO  [12:38:32.458] [bbotk]    FREE     1     7     6     5 902.0000     0.7700000  778.8574 1030.000
## INFO  [12:38:32.458] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:32.458] [bbotk]    FREE    11     5     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:32.458] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:32.458] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:32.458] [bbotk]    FREE     1     7     4     5 950.2981     0.7913293  467.8700 1057.294
## INFO  [12:38:32.458] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:32.458] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:32.458] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:32.458] [bbotk]     FLY     1     3     4     5 865.2599     0.7700000  170.4269 1030.000
## INFO  [12:38:32.458] [bbotk]    FREE     1     7     6     0 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:32.458] [bbotk]    FREE     2     2     4     4 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:32.458] [bbotk]    FREE     1     7     4     6 934.0091     0.7700000  467.8700 1679.978
## INFO  [12:38:32.458] [bbotk]    FREE     1     3     4     7 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:32.458] [bbotk]    BACK     1     7     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:32.458] [bbotk]    FREE     1     5     4     5 920.6782     0.7700000  239.6259 1030.000
## INFO  [12:38:32.458] [bbotk]    FREE    11     7     4     5 902.0000     0.7700000  729.0451 1030.000
## INFO  [12:38:32.458] [bbotk]    FREE     1     7     4     5 894.8558     0.7700000  467.8700 1030.000
## INFO  [12:38:32.458] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:38:32.458] [bbotk]         29.40911          29.61000         30.24000         30.59459 113  NA
## INFO  [12:38:32.458] [bbotk]         35.53698          29.61000         30.24000         26.85000 113  NA
## INFO  [12:38:32.458] [bbotk]         32.94119          29.61000         30.24000         26.85000 113  NA
## INFO  [12:38:32.458] [bbotk]         29.50741          29.61000         30.24000         26.85000 113  NA
## INFO  [12:38:32.458] [bbotk]         26.02281          29.61000         30.24000         26.85000 113  NA
## INFO  [12:38:32.458] [bbotk]         29.50846          29.61000         30.24000         26.85000 113  NA
## INFO  [12:38:32.458] [bbotk]         29.24188          29.61000         30.24000         26.85000 113  NA
## INFO  [12:38:32.458] [bbotk]         29.24188          31.95572         30.63484         26.85000 113  NA
## INFO  [12:38:32.458] [bbotk]         29.47842          29.61000         30.24000         26.85000 113  NA
## INFO  [12:38:32.458] [bbotk]         29.39221          29.61000         30.24000         26.85000 113  NA
## INFO  [12:38:32.458] [bbotk]         29.24188          29.61000         30.24000         26.85000 113  NA
## INFO  [12:38:32.458] [bbotk]         29.24188          29.61000         22.12035         26.85000 113  NA
## INFO  [12:38:32.458] [bbotk]         29.36886          26.94140         30.24000         26.85000 113  NA
## INFO  [12:38:32.458] [bbotk]         29.54890          29.61000         30.24000         26.85000 113  NA
## INFO  [12:38:32.458] [bbotk]         29.24188          25.67508         26.17769         26.85000 113  NA
## INFO  [12:38:32.458] [bbotk]         29.65534          29.61000         32.10338         26.85000 113  NA
## INFO  [12:38:32.458] [bbotk]         29.50666          29.61000         30.24000         31.53747 113  NA
## INFO  [12:38:32.458] [bbotk]         29.24188          29.61000         33.07575         26.85000 113  NA
## INFO  [12:38:32.458] [bbotk]         29.24188          29.61000         30.24000         26.85000 113  NA
## INFO  [12:38:32.458] [bbotk]         29.24188          29.61000         39.04072         30.07215 113  NA
## INFO  [12:38:32.458] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:38:32.458] [bbotk]  2241        0.02    0.0245310323          3  0.2239497
## INFO  [12:38:32.458] [bbotk]  2242        0.17    0.2222186002          5  0.3376945
## INFO  [12:38:32.458] [bbotk]  2243        0.07    0.0932256993          3  0.2338208
## INFO  [12:38:32.458] [bbotk]  2244        0.02    0.0010880825          1  0.2005067
## INFO  [12:38:32.458] [bbotk]  2245        0.07    0.1308380734          3  0.2469834
## INFO  [12:38:32.458] [bbotk]  2246        0.02    0.0010923848          1  0.2005110
## INFO  [12:38:32.458] [bbotk]  2247        0.07    0.0000000000          0  0.1994186
## INFO  [12:38:32.458] [bbotk]  2248        0.00    0.0325744357          5  0.2198502
## INFO  [12:38:32.458] [bbotk]  2249        0.02    0.0009693083          1  0.2003879
## INFO  [12:38:32.458] [bbotk]  2250        0.02    0.0006160364          1  0.2000347
## INFO  [12:38:32.458] [bbotk]  2251        0.02    0.0588235294          1  0.1749689
## INFO  [12:38:32.458] [bbotk]  2252        0.32    0.1743693886          5  0.3021201
## INFO  [12:38:32.458] [bbotk]  2253        0.27    0.1285152336          4  0.2347624
## INFO  [12:38:32.458] [bbotk]  2254        0.12    0.1777287266          4  0.2380158
## INFO  [12:38:32.458] [bbotk]  2255        0.32    0.1373357333          5  0.2399565
## INFO  [12:38:32.458] [bbotk]  2256        0.12    0.1251469960          4  0.2001228
## INFO  [12:38:32.458] [bbotk]  2257        0.02    0.0834957011          3  0.2829143
## INFO  [12:38:32.458] [bbotk]  2258        0.02    0.0884007608          4  0.1800922
## INFO  [12:38:32.458] [bbotk]  2259        0.07    0.0749844751          2  0.2744031
## INFO  [12:38:32.458] [bbotk]  2260        0.17    0.0461652979          3  0.2445880
## INFO  [12:38:32.782] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:38:32.991] [bbotk] Result of batch 114:
## INFO  [12:38:32.999] [bbotk]  stroke heatF laneF heatP laneP   pointP reactiontimeP swimtimeP daytimeP
## INFO  [12:38:32.999] [bbotk]    BACK     1     6     2     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:32.999] [bbotk]    BACK     1     7     4     5 902.0000     0.7700000  123.0827 1030.000
## INFO  [12:38:32.999] [bbotk]    FREE     1     5     4     4 902.0000     0.8039034  467.8700 1782.091
## INFO  [12:38:32.999] [bbotk]  MEDLEY     1     7     4     5 902.0000     0.7624063  467.8700 1156.538
## INFO  [12:38:32.999] [bbotk]    FREE    10     5     3     8 934.0091     0.7700000  467.8700 1030.000
## INFO  [12:38:32.999] [bbotk]    FREE     1     5     9     5 934.0091     0.7531924  467.8700 1174.852
## INFO  [12:38:32.999] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:32.999] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:32.999] [bbotk]    FREE     1     2     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:32.999] [bbotk]  MEDLEY    11     7     4     2 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:32.999] [bbotk]  BREAST     1     7     4     5 896.7065     0.7740337  467.8700 1030.000
## INFO  [12:38:32.999] [bbotk]  BREAST    12     5     4     5 986.6971     0.7700000  467.8700 1030.000
## INFO  [12:38:32.999] [bbotk]    FREE     5     6     4     4 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:32.999] [bbotk]  MEDLEY     1     7    10     5 902.0000     0.7700000  777.3700 1030.000
## INFO  [12:38:32.999] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:32.999] [bbotk]    FREE     1     7     4     5 871.6663     0.7700000  913.1475 1030.000
## INFO  [12:38:32.999] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:32.999] [bbotk]    FREE     1     0     4     3 902.0000     0.7700000  218.0944 1417.787
## INFO  [12:38:32.999] [bbotk]    FREE     1     2    10     5 902.0000     0.7590774  467.8700 1069.253
## INFO  [12:38:32.999] [bbotk]    FREE     2     7     4     5 902.0000     0.7700000  246.0135 1030.000
## INFO  [12:38:32.999] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:38:32.999] [bbotk]         29.24188          27.98905         30.24000         26.85000 114  NA
## INFO  [12:38:32.999] [bbotk]         29.24188          29.61000         28.60565         26.85000 114  NA
## INFO  [12:38:32.999] [bbotk]         29.24188          29.61000         38.78939         25.54389 114  NA
## INFO  [12:38:32.999] [bbotk]         28.94648          21.39122         30.24000         26.85000 114  NA
## INFO  [12:38:32.999] [bbotk]         29.24188          29.61000         24.97893         32.55574 114  NA
## INFO  [12:38:32.999] [bbotk]         29.19902          29.61000         33.98100         26.85000 114  NA
## INFO  [12:38:32.999] [bbotk]         29.24188          29.61000         30.24000         26.85000 114  NA
## INFO  [12:38:32.999] [bbotk]         29.24188          29.61000         30.24000         26.85000 114  NA
## INFO  [12:38:32.999] [bbotk]         29.49563          29.61000         30.24000         26.85000 114  NA
## INFO  [12:38:32.999] [bbotk]         29.47842          29.61000         34.71737         26.85000 114  NA
## INFO  [12:38:32.999] [bbotk]         34.56735          29.61000         30.24000         26.85000 114  NA
## INFO  [12:38:32.999] [bbotk]         29.24188          28.60813         30.24000         30.48499 114  NA
## INFO  [12:38:32.999] [bbotk]         29.24188          28.37649         30.24000         26.85000 114  NA
## INFO  [12:38:32.999] [bbotk]         29.24188          35.89360         30.24000         26.85000 114  NA
## INFO  [12:38:32.999] [bbotk]         29.40573          29.61000         30.24000         26.85000 114  NA
## INFO  [12:38:32.999] [bbotk]         21.97210          35.07433         30.24000         28.80381 114  NA
## INFO  [12:38:32.999] [bbotk]         29.55554          29.61000         30.24000         26.85000 114  NA
## INFO  [12:38:32.999] [bbotk]         29.24188          24.91441         30.24000         26.85000 114  NA
## INFO  [12:38:32.999] [bbotk]         29.46166          29.61000         30.24000         26.85000 114  NA
## INFO  [12:38:32.999] [bbotk]         29.24188          29.61000         30.24000         26.85000 114  NA
## INFO  [12:38:32.999] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:38:32.999] [bbotk]  2261        0.22    0.1827560350          4  0.2554602
## INFO  [12:38:32.999] [bbotk]  2262        0.17    0.0852502849          3  0.2599485
## INFO  [12:38:32.999] [bbotk]  2263        0.00    0.2018176860          6  0.2152036
## INFO  [12:38:32.999] [bbotk]  2264        0.17    0.1007862527          5  0.2961941
## INFO  [12:38:32.999] [bbotk]  2265        0.07    0.2917394994          7  0.3010634
## INFO  [12:38:32.999] [bbotk]  2266        0.00    0.1523155542          7  0.2240571
## INFO  [12:38:32.999] [bbotk]  2267        0.07    0.0000000000          0  0.1994186
## INFO  [12:38:32.999] [bbotk]  2268        0.07    0.0000000000          0  0.1994186
## INFO  [12:38:32.999] [bbotk]  2269        0.22    0.0598633698          2  0.1416349
## INFO  [12:38:32.999] [bbotk]  2270        0.22    0.1913898260          5  0.3040517
## INFO  [12:38:32.999] [bbotk]  2271        0.22    0.0831810096          4  0.2646061
## INFO  [12:38:32.999] [bbotk]  2272        0.22    0.2286597361          6  0.2979728
## INFO  [12:38:32.999] [bbotk]  2273        0.12    0.1812536558          4  0.2539578
## INFO  [12:38:32.999] [bbotk]  2274        0.27    0.1611636924          4  0.3017588
## INFO  [12:38:32.999] [bbotk]  2275        0.02    0.0006714464          1  0.2000901
## INFO  [12:38:32.999] [bbotk]  2276        0.27    0.0991117530          5  0.2941839
## INFO  [12:38:32.999] [bbotk]  2277        0.00    0.0601088580          2  0.1736836
## INFO  [12:38:32.999] [bbotk]  2278        0.37    0.1747302895          5  0.3061565
## INFO  [12:38:32.999] [bbotk]  2279        0.22    0.1227030573          5  0.1420816
## INFO  [12:38:32.999] [bbotk]  2280        0.07    0.0725515275          2  0.2718724
## INFO  [12:38:33.368] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:38:33.596] [bbotk] Result of batch 115:
## INFO  [12:38:33.604] [bbotk]  stroke heatF laneF heatP laneP    pointP reactiontimeP swimtimeP daytimeP
## INFO  [12:38:33.604] [bbotk]    FREE     2     5     4     5  902.2119     0.7700000  467.8700 1030.000
## INFO  [12:38:33.604] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:33.604] [bbotk]  MEDLEY     1     5     4     5  902.0000     0.7700000  435.2969 1030.000
## INFO  [12:38:33.604] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:33.604] [bbotk]    BACK     1     7    10     6  902.0000     0.7700000  467.8700 1762.632
## INFO  [12:38:33.604] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:33.604] [bbotk]    FREE     5     5     4     5  902.0000     0.7700000  871.0871 1030.000
## INFO  [12:38:33.604] [bbotk]    FREE     1     7     3     5  950.4478     0.7700000  467.8700 1574.593
## INFO  [12:38:33.604] [bbotk]  MEDLEY     3     7     4     2  902.0000     0.7700000  467.8700 1156.674
## INFO  [12:38:33.604] [bbotk]    FREE     6     7     4     2  995.3411     0.7967734  467.8700 1030.000
## INFO  [12:38:33.604] [bbotk]    FREE     1     7     4     5  906.9907     0.7700000  467.8700 1030.000
## INFO  [12:38:33.604] [bbotk]    FREE     1     5     4     5  989.7282     0.7700000  467.8700 1030.000
## INFO  [12:38:33.604] [bbotk]    FREE     4     6     4     5  902.0000     0.7913293  467.8700 1030.000
## INFO  [12:38:33.604] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:33.604] [bbotk]    FREE     1     5     4     5 1017.5117     0.7656509  897.4667 1030.000
## INFO  [12:38:33.604] [bbotk]    FREE     1     5     7     5  866.9698     0.7700000  467.8700 1030.000
## INFO  [12:38:33.604] [bbotk]     FLY     4     7     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:33.604] [bbotk]    FREE     1     9     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:33.604] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:33.604] [bbotk]    FREE     1     7     3     5  902.0000     0.7700000  467.8700 1287.059
## INFO  [12:38:33.604] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:38:33.604] [bbotk]         29.24188          29.61000         30.52605         26.85000 115  NA
## INFO  [12:38:33.604] [bbotk]         29.46166          29.61000         30.24000         26.85000 115  NA
## INFO  [12:38:33.604] [bbotk]         28.17600          29.61000         30.24000         26.85000 115  NA
## INFO  [12:38:33.604] [bbotk]         29.39920          29.61000         30.24000         26.85000 115  NA
## INFO  [12:38:33.604] [bbotk]         29.24188          29.61000         30.24000         26.85000 115  NA
## INFO  [12:38:33.604] [bbotk]         23.21432          29.61000         30.24000         29.81143 115  NA
## INFO  [12:38:33.604] [bbotk]         30.86773          29.61000         30.24000         26.85000 115  NA
## INFO  [12:38:33.604] [bbotk]         29.24188          29.61000         30.24000         28.23223 115  NA
## INFO  [12:38:33.604] [bbotk]         26.88191          29.61000         30.24000         25.63597 115  NA
## INFO  [12:38:33.604] [bbotk]         29.24188          29.61000         23.84550         26.85000 115  NA
## INFO  [12:38:33.604] [bbotk]         29.44125          29.61000         30.24000         26.85000 115  NA
## INFO  [12:38:33.604] [bbotk]         29.24188          29.61000         30.24000         26.85000 115  NA
## INFO  [12:38:33.604] [bbotk]         29.24188          31.95572         30.63484         26.85000 115  NA
## INFO  [12:38:33.604] [bbotk]         29.56952          29.61000         30.24000         26.85000 115  NA
## INFO  [12:38:33.604] [bbotk]         32.37302          29.61000         30.24000         26.85000 115  NA
## INFO  [12:38:33.604] [bbotk]         32.12618          29.61000         36.73576         26.85000 115  NA
## INFO  [12:38:33.604] [bbotk]         29.24188          29.61000         37.17343         26.85000 115  NA
## INFO  [12:38:33.604] [bbotk]         26.02820          34.99677         30.24000         26.85000 115  NA
## INFO  [12:38:33.604] [bbotk]         29.41995          29.61000         30.24000         26.85000 115  NA
## INFO  [12:38:33.604] [bbotk]         29.62276          27.64294         30.24000         26.85000 115  NA
## INFO  [12:38:33.604] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:38:33.604] [bbotk]  2281        0.02    0.1186134040          4  0.2328261
## INFO  [12:38:33.604] [bbotk]  2282        0.00    0.0597241479          2  0.1740683
## INFO  [12:38:33.604] [bbotk]  2283        0.07    0.1240303143          4  0.2401757
## INFO  [12:38:33.604] [bbotk]  2284        0.02    0.0006446674          1  0.2000633
## INFO  [12:38:33.604] [bbotk]  2285        0.07    0.2207170006          4  0.2552322
## INFO  [12:38:33.604] [bbotk]  2286        0.07    0.0396013321          2  0.2386153
## INFO  [12:38:33.604] [bbotk]  2287        0.00    0.1492596397          4  0.2478354
## INFO  [12:38:33.604] [bbotk]  2288        0.00    0.1158367263          4  0.2535970
## INFO  [12:38:33.604] [bbotk]  2289        0.32    0.1999004223          6  0.3294295
## INFO  [12:38:33.604] [bbotk]  2290        0.47    0.1750210774          5  0.3015928
## INFO  [12:38:33.604] [bbotk]  2291        0.02    0.0025854848          2  0.1991693
## INFO  [12:38:33.604] [bbotk]  2292        0.00    0.0899107724          2  0.1833772
## INFO  [12:38:33.604] [bbotk]  2293        0.22    0.1314582431          5  0.2644206
## INFO  [12:38:33.604] [bbotk]  2294        0.02    0.0013426119          1  0.2007612
## INFO  [12:38:33.604] [bbotk]  2295        0.00    0.1398799491          5  0.2115323
## INFO  [12:38:33.604] [bbotk]  2296        0.07    0.1621180782          5  0.2438897
## INFO  [12:38:33.604] [bbotk]  2297        0.17    0.1392492241          3  0.3386679
## INFO  [12:38:33.604] [bbotk]  2298        0.32    0.0928802781          3  0.2330707
## INFO  [12:38:33.604] [bbotk]  2299        0.00    0.0595532439          2  0.1742392
## INFO  [12:38:33.604] [bbotk]  2300        0.12    0.0835365834          4  0.2230072
## INFO  [12:38:33.896] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:38:34.095] [bbotk] Result of batch 116:
## INFO  [12:38:34.102] [bbotk]  stroke heatF laneF heatP laneP    pointP reactiontimeP swimtimeP  daytimeP
## INFO  [12:38:34.102] [bbotk]    FREE     1     7     4     5  882.2265     0.7700000  467.8700 1160.1310
## INFO  [12:38:34.102] [bbotk]    FREE     1     7     4     5  989.7282     0.7700000  467.8700 1030.0000
## INFO  [12:38:34.102] [bbotk]  MEDLEY     1     7     4     5  902.0000     0.7599542  467.8700  997.7016
## INFO  [12:38:34.102] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:38:34.102] [bbotk]    FREE     3     7     6     7  902.0000     0.7700000  454.9169 1030.0000
## INFO  [12:38:34.102] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:38:34.102] [bbotk]  BREAST    11     5     4     9  902.0000     0.7734307  467.8700 1691.7537
## INFO  [12:38:34.102] [bbotk]  BREAST     1     7     9     1  902.0000     0.7700000  181.2532 1704.0944
## INFO  [12:38:34.102] [bbotk]    FREE     1     7     4     0  902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:38:34.102] [bbotk]    FREE     1     5     4     1  942.5269     0.7700000  480.6798 1030.0000
## INFO  [12:38:34.102] [bbotk]    FREE    10     7     7     5  902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:38:34.102] [bbotk]    FREE    12     7     4     5 1021.3948     0.7700000  467.8700 1030.0000
## INFO  [12:38:34.102] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:38:34.102] [bbotk]    FREE     1     7     4     5  902.0000     0.7349369  467.8700 1030.0000
## INFO  [12:38:34.102] [bbotk]  BREAST     1     0     4     5  902.0000     0.7700000  526.2529 1455.7277
## INFO  [12:38:34.102] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:38:34.102] [bbotk]    BACK     2     7     3     2  913.2572     0.7470088  467.8700 1030.0000
## INFO  [12:38:34.102] [bbotk]    FREE     1     7     4     5 1016.3573     0.7792470  467.8700 1030.0000
## INFO  [12:38:34.102] [bbotk]    BACK     1     9     7     5  934.0091     0.7700000  467.8700 1030.0000
## INFO  [12:38:34.102] [bbotk]    BACK     1     7     4     5  902.0000     0.7700000  597.3452 1030.0000
## INFO  [12:38:34.102] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:38:34.102] [bbotk]         22.16698          30.72479         30.24000         26.85000 116  NA
## INFO  [12:38:34.102] [bbotk]         29.24188          29.61000         30.24000         26.85000 116  NA
## INFO  [12:38:34.102] [bbotk]         29.48518          29.61000         30.24000         26.85000 116  NA
## INFO  [12:38:34.102] [bbotk]         29.24188          29.61000         30.24000         26.85000 116  NA
## INFO  [12:38:34.102] [bbotk]         29.42039          26.15422         30.24000         26.85000 116  NA
## INFO  [12:38:34.102] [bbotk]         29.24188          29.61000         30.24000         26.85000 116  NA
## INFO  [12:38:34.102] [bbotk]         29.24188          22.65108         26.99796         32.47000 116  NA
## INFO  [12:38:34.102] [bbotk]         29.24188          29.61000         30.24000         26.85000 116  NA
## INFO  [12:38:34.102] [bbotk]         29.24188          29.61000         30.24000         26.85000 116  NA
## INFO  [12:38:34.102] [bbotk]         29.24188          29.61000         30.24000         26.85000 116  NA
## INFO  [12:38:34.102] [bbotk]         29.50846          29.61000         30.24000         25.07540 116  NA
## INFO  [12:38:34.102] [bbotk]         29.65534          29.61000         27.05705         26.85000 116  NA
## INFO  [12:38:34.102] [bbotk]         29.40192          29.61000         30.24000         26.85000 116  NA
## INFO  [12:38:34.102] [bbotk]         29.24188          36.40338         22.06714         28.42367 116  NA
## INFO  [12:38:34.102] [bbotk]         29.30583          29.61000         30.24000         28.61692 116  NA
## INFO  [12:38:34.102] [bbotk]         29.24188          29.61000         30.24000         26.85000 116  NA
## INFO  [12:38:34.102] [bbotk]         29.24188          29.61000         34.86165         25.36014 116  NA
## INFO  [12:38:34.102] [bbotk]         29.24188          29.61000         32.84389         26.85000 116  NA
## INFO  [12:38:34.102] [bbotk]         29.24188          29.61000         33.84767         22.07697 116  NA
## INFO  [12:38:34.102] [bbotk]         26.88844          29.61000         30.24000         26.85000 116  NA
## INFO  [12:38:34.102] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:38:34.102] [bbotk]  2301        0.07    0.0481800696          4  0.2471940
## INFO  [12:38:34.102] [bbotk]  2302        0.02    0.0310872430          1  0.2276710
## INFO  [12:38:34.102] [bbotk]  2303        0.07    0.0634126300          4  0.2595483
## INFO  [12:38:34.102] [bbotk]  2304        0.02    0.0588235294          1  0.1749689
## INFO  [12:38:34.102] [bbotk]  2305        0.32    0.1914037979          6  0.2960480
## INFO  [12:38:34.102] [bbotk]  2306        0.07    0.0000000000          0  0.1994186
## INFO  [12:38:34.102] [bbotk]  2307        0.27    0.3411851944          9  0.4171469
## INFO  [12:38:34.102] [bbotk]  2308        0.12    0.2349169099          5  0.2657298
## INFO  [12:38:34.102] [bbotk]  2309        0.07    0.0588235294          1  0.2435332
## INFO  [12:38:34.102] [bbotk]  2310        0.02    0.1328007454          4  0.2051855
## INFO  [12:38:34.102] [bbotk]  2311        0.00    0.1276691328          4  0.2663521
## INFO  [12:38:34.102] [bbotk]  2312        0.02    0.1127433337          4  0.3076446
## INFO  [12:38:34.102] [bbotk]  2313        0.02    0.0006558356          1  0.2000745
## INFO  [12:38:34.102] [bbotk]  2314        0.32    0.0654538685          4  0.2517315
## INFO  [12:38:34.102] [bbotk]  2315        0.17    0.1561241066          6  0.2929243
## INFO  [12:38:34.102] [bbotk]  2316        0.07    0.0000000000          0  0.1994186
## INFO  [12:38:34.102] [bbotk]  2317        0.27    0.2649362956          8  0.3241840
## INFO  [12:38:34.102] [bbotk]  2318        0.02    0.0501472290          3  0.2467310
## INFO  [12:38:34.102] [bbotk]  2319        0.17    0.2230711960          6  0.3000958
## INFO  [12:38:34.102] [bbotk]  2320        0.07    0.0764790092          3  0.2754930
## INFO  [12:38:34.425] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:38:34.624] [bbotk] Result of batch 117:
## INFO  [12:38:34.632] [bbotk]  stroke heatF laneF heatP laneP   pointP reactiontimeP swimtimeP  daytimeP
## INFO  [12:38:34.632] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:38:34.632] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  467.8700 1312.4399
## INFO  [12:38:34.632] [bbotk]    FREE     1     1     4     4 902.0000     0.7700000  612.5531 1030.0000
## INFO  [12:38:34.632] [bbotk]    FREE     1     6     4     5 902.0000     0.7610438  467.8700  985.5056
## INFO  [12:38:34.632] [bbotk]  BREAST     1     7     4     1 902.0000     0.7700000  467.8700 1458.9365
## INFO  [12:38:34.632] [bbotk]    FREE     1     5     4     5 890.0314     0.7700000  467.8700 1448.0461
## INFO  [12:38:34.632] [bbotk]    FREE     1     3     4     5 902.0000     0.7700000  544.0822 1030.0000
## INFO  [12:38:34.632] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:38:34.632] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:38:34.632] [bbotk]    FREE     9     7     9     3 902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:38:34.632] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:38:34.632] [bbotk]    FREE     1     5     9     5 902.0000     0.7839517  467.8700 1030.0000
## INFO  [12:38:34.632] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  390.2778 1030.0000
## INFO  [12:38:34.632] [bbotk]  MEDLEY     1     5     1     5 902.0000     0.7656655  605.1613 1030.0000
## INFO  [12:38:34.632] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:38:34.632] [bbotk]    FREE     1     5     2     5 902.0000     0.7700000  457.3870 1030.0000
## INFO  [12:38:34.632] [bbotk]  BREAST     1     5     4     5 902.0000     0.7700000  828.9701 1837.9058
## INFO  [12:38:34.632] [bbotk]    FREE     1     7     4     3 956.1761     0.7700000  467.8700 1552.0294
## INFO  [12:38:34.632] [bbotk]    FREE     1     7     4     5 934.0091     0.7700000  467.8700 1030.0000
## INFO  [12:38:34.632] [bbotk]  MEDLEY     2     7     4     5 902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:38:34.632] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:38:34.632] [bbotk]         29.50666          29.61000         30.24000         24.24410 117  NA
## INFO  [12:38:34.632] [bbotk]         29.46166          29.61000         30.24000         26.85000 117  NA
## INFO  [12:38:34.632] [bbotk]         29.24188          29.61000         30.24000         26.85000 117  NA
## INFO  [12:38:34.632] [bbotk]         29.24188          31.80537         30.24000         26.85000 117  NA
## INFO  [12:38:34.632] [bbotk]         26.47305          29.61000         21.78002         26.85000 117  NA
## INFO  [12:38:34.632] [bbotk]         29.24188          29.61000         30.24000         26.85000 117  NA
## INFO  [12:38:34.632] [bbotk]         29.41995          29.61000         30.24000         26.85000 117  NA
## INFO  [12:38:34.632] [bbotk]         29.24188          29.61000         29.76427         26.85000 117  NA
## INFO  [12:38:34.632] [bbotk]         29.25204          29.61000         30.24000         26.85000 117  NA
## INFO  [12:38:34.632] [bbotk]         29.24188          26.74031         30.24000         26.85000 117  NA
## INFO  [12:38:34.632] [bbotk]         29.59067          29.61000         30.24000         26.85000 117  NA
## INFO  [12:38:34.632] [bbotk]         29.51547          29.61000         30.24000         26.85000 117  NA
## INFO  [12:38:34.632] [bbotk]         28.41005          29.61000         34.45089         26.85000 117  NA
## INFO  [12:38:34.632] [bbotk]         27.85946          33.96567         30.24000         26.85000 117  NA
## INFO  [12:38:34.632] [bbotk]         29.47842          29.61000         30.24000         26.85000 117  NA
## INFO  [12:38:34.632] [bbotk]         25.92248          33.47065         30.24000         23.22238 117  NA
## INFO  [12:38:34.632] [bbotk]         29.47857          30.40900         30.24000         29.71945 117  NA
## INFO  [12:38:34.632] [bbotk]         29.24188          29.61000         30.24000         26.85000 117  NA
## INFO  [12:38:34.632] [bbotk]         29.24188          29.61000         30.24000         26.85000 117  NA
## INFO  [12:38:34.632] [bbotk]         29.65534          33.87777         30.24000         24.57810 117  NA
## INFO  [12:38:34.632] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:38:34.632] [bbotk]  2321        0.17    1.419782e-02          2  0.2117043
## INFO  [12:38:34.632] [bbotk]  2322        0.02    1.795822e-02          2  0.2173769
## INFO  [12:38:34.632] [bbotk]  2323        0.12    1.265997e-01          3  0.2099344
## INFO  [12:38:34.632] [bbotk]  2324        0.22    7.148694e-02          4  0.2015225
## INFO  [12:38:34.632] [bbotk]  2325        0.22    1.812565e-01          5  0.3359754
## INFO  [12:38:34.632] [bbotk]  2326        0.02    8.831208e-02          3  0.1939489
## INFO  [12:38:34.632] [bbotk]  2327        0.07    6.426909e-02          3  0.1980684
## INFO  [12:38:34.632] [bbotk]  2328        0.07    1.482216e-03          1  0.1992184
## INFO  [12:38:34.632] [bbotk]  2329        0.02    4.165157e-05          1  0.1994603
## INFO  [12:38:34.632] [bbotk]  2330        0.37    1.875982e-01          4  0.3191258
## INFO  [12:38:34.632] [bbotk]  2331        0.00    6.025282e-02          2  0.1735396
## INFO  [12:38:34.632] [bbotk]  2332        0.00    1.210479e-01          4  0.2002127
## INFO  [12:38:34.632] [bbotk]  2333        0.12    2.132953e-02          3  0.2202457
## INFO  [12:38:34.632] [bbotk]  2334        0.27    2.082286e-01          7  0.2881790
## INFO  [12:38:34.632] [bbotk]  2335        0.00    5.979284e-02          2  0.1739996
## INFO  [12:38:34.632] [bbotk]  2336        0.22    1.651220e-01          6  0.2444790
## INFO  [12:38:34.632] [bbotk]  2337        0.22    2.072907e-01          7  0.2763931
## INFO  [12:38:34.632] [bbotk]  2338        0.12    1.095486e-01          3  0.2709929
## INFO  [12:38:34.632] [bbotk]  2339        0.02    1.134270e-02          1  0.2079265
## INFO  [12:38:34.632] [bbotk]  2340        0.22    1.473222e-01          5  0.3441939
## INFO  [12:38:34.946] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:38:35.161] [bbotk] Result of batch 118:
## INFO  [12:38:35.168] [bbotk]  stroke heatF laneF heatP laneP   pointP reactiontimeP swimtimeP daytimeP
## INFO  [12:38:35.168] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  545.1039 1030.000
## INFO  [12:38:35.168] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:35.168] [bbotk]     FLY     1     3     4     5 902.0000     0.7700000  467.8700 1751.442
## INFO  [12:38:35.168] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:35.168] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:35.168] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:35.168] [bbotk]  MEDLEY     1     5    12     8 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:35.168] [bbotk]    FREE     1     0     7     2 902.0000     0.7452756  467.8700 1030.000
## INFO  [12:38:35.168] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:35.168] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:35.168] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:35.168] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:35.168] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:35.168] [bbotk]    FREE     6     7     1     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:35.168] [bbotk]    FREE     1     7     4     4 971.4616     0.7478072  439.9327 1030.000
## INFO  [12:38:35.168] [bbotk]  BREAST     1     5     4     5 946.3391     0.8179027  238.9418 1030.000
## INFO  [12:38:35.168] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:35.168] [bbotk]    BACK     3     5     4     9 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:35.168] [bbotk]    FREE     1     7     4     5 934.0091     0.7918151  467.8700 1030.000
## INFO  [12:38:35.168] [bbotk]    FREE     1     7     4     5 916.9538     0.7476453  467.8700 1030.000
## INFO  [12:38:35.168] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:38:35.168] [bbotk]         29.59791          29.61000         28.11206         33.02602 118  NA
## INFO  [12:38:35.168] [bbotk]         29.65534          29.61000         30.24000         26.85000 118  NA
## INFO  [12:38:35.168] [bbotk]         26.37056          22.75544         30.24000         26.85000 118  NA
## INFO  [12:38:35.168] [bbotk]         29.24188          29.61000         30.24000         26.85000 118  NA
## INFO  [12:38:35.168] [bbotk]         29.24188          29.61000         30.24000         26.85000 118  NA
## INFO  [12:38:35.168] [bbotk]         29.46314          29.61000         30.24000         26.85000 118  NA
## INFO  [12:38:35.168] [bbotk]         29.43257          27.56391         30.24000         26.85000 118  NA
## INFO  [12:38:35.168] [bbotk]         29.24188          29.03847         39.73871         27.10724 118  NA
## INFO  [12:38:35.168] [bbotk]         29.24188          29.61000         30.24000         26.85000 118  NA
## INFO  [12:38:35.168] [bbotk]         29.47842          29.61000         30.24000         26.85000 118  NA
## INFO  [12:38:35.168] [bbotk]         29.55554          29.61000         30.24000         26.85000 118  NA
## INFO  [12:38:35.168] [bbotk]         29.39221          29.61000         30.24000         26.85000 118  NA
## INFO  [12:38:35.168] [bbotk]         29.49563          29.61000         30.24000         26.85000 118  NA
## INFO  [12:38:35.168] [bbotk]         23.69469          29.61000         26.10155         25.50795 118  NA
## INFO  [12:38:35.168] [bbotk]         29.24188          29.28170         30.24000         26.85000 118  NA
## INFO  [12:38:35.168] [bbotk]         29.24188          30.46194         30.65564         26.85000 118  NA
## INFO  [12:38:35.168] [bbotk]         29.46251          29.61000         30.24000         26.85000 118  NA
## INFO  [12:38:35.168] [bbotk]         29.50650          29.61000         30.24000         29.05862 118  NA
## INFO  [12:38:35.168] [bbotk]         29.24188          29.61000         30.24000         22.91618 118  NA
## INFO  [12:38:35.168] [bbotk]         29.41995          29.61000         30.24000         26.85000 118  NA
## INFO  [12:38:35.168] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:38:35.168] [bbotk]  2341        0.12     0.043945375          4  0.2416816
## INFO  [12:38:35.168] [bbotk]  2342        0.02     0.001694279          1  0.2011129
## INFO  [12:38:35.168] [bbotk]  2343        0.42     0.199563006          5  0.2675139
## INFO  [12:38:35.168] [bbotk]  2344        0.07     0.000000000          0  0.1994186
## INFO  [12:38:35.168] [bbotk]  2345        0.02     0.058823529          1  0.1749689
## INFO  [12:38:35.168] [bbotk]  2346        0.00     0.059730241          2  0.1740622
## INFO  [12:38:35.168] [bbotk]  2347        0.12     0.244009512          6  0.2665061
## INFO  [12:38:35.168] [bbotk]  2348        0.57     0.213615791          7  0.2215259
## INFO  [12:38:35.168] [bbotk]  2349        0.02     0.058823529          1  0.1749689
## INFO  [12:38:35.168] [bbotk]  2350        0.00     0.059792838          2  0.1739996
## INFO  [12:38:35.168] [bbotk]  2351        0.02     0.001285329          1  0.2007040
## INFO  [12:38:35.168] [bbotk]  2352        0.00     0.059439566          2  0.1743528
## INFO  [12:38:35.168] [bbotk]  2353        0.00     0.059863370          2  0.1739290
## INFO  [12:38:35.168] [bbotk]  2354        0.12     0.160025251          5  0.2966211
## INFO  [12:38:35.168] [bbotk]  2355        0.02     0.090065858          5  0.2185334
## INFO  [12:38:35.168] [bbotk]  2356        0.17     0.159950316          7  0.2409517
## INFO  [12:38:35.168] [bbotk]  2357        0.00     0.059727621          2  0.1740648
## INFO  [12:38:35.168] [bbotk]  2358        0.00     0.247492180          6  0.3312164
## INFO  [12:38:35.168] [bbotk]  2359        0.17     0.034702045          3  0.2293737
## INFO  [12:38:35.168] [bbotk]  2360        0.02     0.009681451          3  0.1989598
## INFO  [12:38:35.467] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:38:35.683] [bbotk] Result of batch 119:
## INFO  [12:38:35.694] [bbotk]  stroke heatF laneF heatP laneP   pointP reactiontimeP swimtimeP  daytimeP
## INFO  [12:38:35.694] [bbotk]  MEDLEY     1     3     4     2 898.0397     0.7700000  467.8700 1030.0000
## INFO  [12:38:35.694] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:38:35.694] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:38:35.694] [bbotk]    BACK     1     7     4     5 902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:38:35.694] [bbotk]    FREE     1     5     4     5 934.0091     0.7700000  467.8700 1030.0000
## INFO  [12:38:35.694] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:38:35.694] [bbotk]  MEDLEY     1     7     4     5 902.0000     0.7700000  467.8700 1241.0648
## INFO  [12:38:35.694] [bbotk]    FREE    10     7     4     5 928.6805     0.7700000  467.8700 1030.0000
## INFO  [12:38:35.694] [bbotk]    FREE     1     5     4     5 902.0000     0.8076649  467.8700 1030.0000
## INFO  [12:38:35.694] [bbotk]    FREE     1     7    10     5 976.0737     0.7700000  109.3040 1100.9363
## INFO  [12:38:35.694] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:38:35.694] [bbotk]  MEDLEY     1     1     4     5 864.3405     0.7700000  391.6253 1030.0000
## INFO  [12:38:35.694] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:38:35.694] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  920.2438 1297.4830
## INFO  [12:38:35.694] [bbotk]    BACK     1     9     1     5 902.0000     0.7882627  326.2075 1030.0000
## INFO  [12:38:35.694] [bbotk]    FREE     1     7    10     5 902.0000     0.7700000  467.8700  956.0139
## INFO  [12:38:35.694] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:38:35.694] [bbotk]    FREE     1     7     8     5 982.5090     0.7506565  467.8700 1030.0000
## INFO  [12:38:35.694] [bbotk]    FREE     4     7     4     5 902.0000     0.7702709  467.8700 1030.0000
## INFO  [12:38:35.694] [bbotk]    FREE     1     7    12     5 879.3793     0.7720338  467.8700 1030.0000
## INFO  [12:38:35.694] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:38:35.694] [bbotk]         31.47186          29.61000         27.65455         26.85000 119  NA
## INFO  [12:38:35.694] [bbotk]         29.49563          29.61000         30.24000         26.85000 119  NA
## INFO  [12:38:35.694] [bbotk]         34.94508          23.07525         30.24000         26.85000 119  NA
## INFO  [12:38:35.694] [bbotk]         29.24188          21.45795         30.24000         27.95653 119  NA
## INFO  [12:38:35.694] [bbotk]         29.65534          29.61000         30.24000         26.85000 119  NA
## INFO  [12:38:35.694] [bbotk]         21.47030          24.73669         30.24000         23.92871 119  NA
## INFO  [12:38:35.694] [bbotk]         27.97431          29.61000         30.24000         26.85000 119  NA
## INFO  [12:38:35.694] [bbotk]         29.24188          29.61000         32.36401         26.85000 119  NA
## INFO  [12:38:35.694] [bbotk]         29.50666          29.61000         30.24000         26.85000 119  NA
## INFO  [12:38:35.694] [bbotk]         24.34695          29.61000         30.24000         24.54093 119  NA
## INFO  [12:38:35.694] [bbotk]         29.46314          29.61000         30.24000         26.85000 119  NA
## INFO  [12:38:35.694] [bbotk]         29.24188          29.61000         28.50873         30.44464 119  NA
## INFO  [12:38:35.694] [bbotk]         29.24188          29.61000         30.24000         26.85000 119  NA
## INFO  [12:38:35.694] [bbotk]         26.19231          29.61000         30.24000         26.85000 119  NA
## INFO  [12:38:35.694] [bbotk]         30.37879          22.10760         30.24000         26.85000 119  NA
## INFO  [12:38:35.694] [bbotk]         29.39221          29.61000         30.24000         23.91062 119  NA
## INFO  [12:38:35.694] [bbotk]         29.24188          29.61000         30.24000         26.85000 119  NA
## INFO  [12:38:35.694] [bbotk]         29.47842          29.61000         30.24000         26.85000 119  NA
## INFO  [12:38:35.694] [bbotk]         25.07250          21.98772         30.24000         26.85000 119  NA
## INFO  [12:38:35.694] [bbotk]         26.66360          29.61000         30.24000         26.85000 119  NA
## INFO  [12:38:35.694] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:38:35.694] [bbotk]  2361        0.42      0.19506729          6  0.2096617
## INFO  [12:38:35.694] [bbotk]  2362        0.00      0.05986337          2  0.1739290
## INFO  [12:38:35.694] [bbotk]  2363        0.27      0.04870972          2  0.2470038
## INFO  [12:38:35.694] [bbotk]  2364        0.22      0.09600208          3  0.2942962
## INFO  [12:38:35.694] [bbotk]  2365        0.00      0.07186051          3  0.1619384
## INFO  [12:38:35.694] [bbotk]  2366        0.27      0.06544275          3  0.2614201
## INFO  [12:38:35.694] [bbotk]  2367        0.07      0.07676471          3  0.2757787
## INFO  [12:38:35.694] [bbotk]  2368        0.07      0.07489569          3  0.2714795
## INFO  [12:38:35.694] [bbotk]  2369        0.02      0.06606296          3  0.1767703
## INFO  [12:38:35.694] [bbotk]  2370        0.02      0.14322101          6  0.2785667
## INFO  [12:38:35.694] [bbotk]  2371        0.00      0.05973024          2  0.1740622
## INFO  [12:38:35.694] [bbotk]  2372        0.32      0.15919200          6  0.2921943
## INFO  [12:38:35.694] [bbotk]  2373        0.07      0.00000000          0  0.1994186
## INFO  [12:38:35.694] [bbotk]  2374        0.07      0.11546616          4  0.2168582
## INFO  [12:38:35.694] [bbotk]  2375        0.42      0.22197076          7  0.3025201
## INFO  [12:38:35.694] [bbotk]  2376        0.12      0.07869867          4  0.2173816
## INFO  [12:38:35.694] [bbotk]  2377        0.07      0.00000000          0  0.1994186
## INFO  [12:38:35.694] [bbotk]  2378        0.00      0.09148260          4  0.2229214
## INFO  [12:38:35.694] [bbotk]  2379        0.22      0.10550928          4  0.3033987
## INFO  [12:38:35.694] [bbotk]  2380        0.07      0.07773685          4  0.2179273
## INFO  [12:38:36.026] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:38:36.234] [bbotk] Result of batch 120:
## INFO  [12:38:36.242] [bbotk]  stroke heatF laneF heatP laneP    pointP reactiontimeP swimtimeP  daytimeP
## INFO  [12:38:36.242] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000 467.87000 1030.0000
## INFO  [12:38:36.242] [bbotk]  MEDLEY     1     5     4     5 1010.4551     0.7700000 467.87000 1030.0000
## INFO  [12:38:36.242] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000 467.87000 1030.0000
## INFO  [12:38:36.242] [bbotk]    FREE     1     2     4     5  929.3922     0.7951184 467.87000 1030.0000
## INFO  [12:38:36.242] [bbotk]    FREE    12     7     1     3 1008.1476     0.7700000 364.18547 1030.0000
## INFO  [12:38:36.242] [bbotk]  MEDLEY     1     6     4     5  860.9048     0.8070889 467.87000 1030.0000
## INFO  [12:38:36.242] [bbotk]    FREE     1     7     4     8  902.0000     0.7730480 467.87000 1030.0000
## INFO  [12:38:36.242] [bbotk]    FREE     1     7     4     5  933.0959     0.7700000 467.87000  991.2171
## INFO  [12:38:36.242] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000 467.87000 1030.0000
## INFO  [12:38:36.242] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000 292.40089 1255.3637
## INFO  [12:38:36.242] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000 467.87000 1332.1786
## INFO  [12:38:36.242] [bbotk]    FREE     7     0    11     5  904.3794     0.8005622 214.17521 1030.0000
## INFO  [12:38:36.242] [bbotk]    FREE     1     7     5     5  955.8194     0.7700000 467.87000 1030.0000
## INFO  [12:38:36.242] [bbotk]    FREE     2     7     2     5 1016.1168     0.7794332 467.87000 1030.0000
## INFO  [12:38:36.242] [bbotk]    FREE     8     9     4     6  896.9436     0.7700000  80.99646 1030.0000
## INFO  [12:38:36.242] [bbotk]    FREE     1     5     4     4  902.0000     0.7700000 467.87000 1030.0000
## INFO  [12:38:36.242] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000 467.87000 1030.0000
## INFO  [12:38:36.242] [bbotk]    FREE     1     7     4     2  902.0000     0.7700000 429.22177 1030.0000
## INFO  [12:38:36.242] [bbotk]    FREE    12     5     4     5  902.0000     0.7700000 922.19502 1030.0000
## INFO  [12:38:36.242] [bbotk]    FREE     1     1     1     5  902.0000     0.7252131 636.47016 1030.0000
## INFO  [12:38:36.242] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:38:36.242] [bbotk]         29.43990          29.61000         30.24000         26.85000 120  NA
## INFO  [12:38:36.242] [bbotk]         29.47842          29.61000         30.24000         26.85000 120  NA
## INFO  [12:38:36.242] [bbotk]         29.47675          29.61000         30.24000         26.85000 120  NA
## INFO  [12:38:36.242] [bbotk]         24.30661          29.61000         29.59369         26.85000 120  NA
## INFO  [12:38:36.242] [bbotk]         22.99935          29.61000         34.29206         26.85000 120  NA
## INFO  [12:38:36.242] [bbotk]         27.97453          29.61000         30.24000         26.85000 120  NA
## INFO  [12:38:36.242] [bbotk]         22.70100          29.61000         30.24000         23.46469 120  NA
## INFO  [12:38:36.242] [bbotk]         29.24188          29.61000         30.24000         26.85000 120  NA
## INFO  [12:38:36.242] [bbotk]         29.24188          30.14738         30.24000         24.83443 120  NA
## INFO  [12:38:36.242] [bbotk]         29.24188          29.61000         30.24000         24.94351 120  NA
## INFO  [12:38:36.242] [bbotk]         29.50444          26.97385         24.78952         26.85000 120  NA
## INFO  [12:38:36.242] [bbotk]         24.74444          29.61000         30.24000         26.85000 120  NA
## INFO  [12:38:36.242] [bbotk]         29.66610          29.61000         30.24000         31.82507 120  NA
## INFO  [12:38:36.242] [bbotk]         29.24188          28.41918         30.24000         26.85000 120  NA
## INFO  [12:38:36.242] [bbotk]         29.24188          29.61000         30.24000         26.85000 120  NA
## INFO  [12:38:36.242] [bbotk]         29.24188          29.61000         38.24642         26.85000 120  NA
## INFO  [12:38:36.242] [bbotk]         29.41019          29.61000         30.24000         26.85000 120  NA
## INFO  [12:38:36.242] [bbotk]         29.24188          29.61000         30.24000         26.85000 120  NA
## INFO  [12:38:36.242] [bbotk]         34.18123          30.87153         30.24000         26.85000 120  NA
## INFO  [12:38:36.242] [bbotk]         29.24188          29.61000         27.08460         26.85000 120  NA
## INFO  [12:38:36.242] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:38:36.242] [bbotk]  2381        0.02    0.0008114694          1  0.2002301
## INFO  [12:38:36.242] [bbotk]  2382        0.00    0.1570483729          4  0.2485762
## INFO  [12:38:36.242] [bbotk]  2383        0.02    0.0009624781          1  0.2003811
## INFO  [12:38:36.242] [bbotk]  2384        0.22    0.0948718094          5  0.1717214
## INFO  [12:38:36.242] [bbotk]  2385        0.22    0.2587059698          7  0.3859070
## INFO  [12:38:36.242] [bbotk]  2386        0.32    0.1434630463          5  0.2760054
## INFO  [12:38:36.242] [bbotk]  2387        0.27    0.1031592918          4  0.2454511
## INFO  [12:38:36.242] [bbotk]  2388        0.07    0.0133613529          2  0.2099451
## INFO  [12:38:36.242] [bbotk]  2389        0.02    0.0710495518          3  0.1830274
## INFO  [12:38:36.242] [bbotk]  2390        0.02    0.0340615636          3  0.2314703
## INFO  [12:38:36.242] [bbotk]  2391        0.27    0.0465294213          4  0.2431411
## INFO  [12:38:36.242] [bbotk]  2392        0.02    0.2164350987          7  0.2960179
## INFO  [12:38:36.242] [bbotk]  2393        0.00    0.1046675680          4  0.1836043
## INFO  [12:38:36.242] [bbotk]  2394        0.17    0.1642442501          5  0.3008800
## INFO  [12:38:36.242] [bbotk]  2395        0.32    0.2022012723          5  0.2762386
## INFO  [12:38:36.242] [bbotk]  2396        0.00    0.1425922969          3  0.1674930
## INFO  [12:38:36.242] [bbotk]  2397        0.00    0.0595132591          2  0.1742792
## INFO  [12:38:36.242] [bbotk]  2398        0.27    0.0612149978          2  0.1948336
## INFO  [12:38:36.242] [bbotk]  2399        0.12    0.1708917892          5  0.2554396
## INFO  [12:38:36.242] [bbotk]  2400        0.42    0.1452289255          5  0.2122462
## INFO  [12:38:36.559] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:38:36.753] [bbotk] Result of batch 121:
## INFO  [12:38:36.761] [bbotk]  stroke heatF laneF heatP laneP   pointP reactiontimeP swimtimeP  daytimeP
## INFO  [12:38:36.761] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000 467.87000 1030.0000
## INFO  [12:38:36.761] [bbotk]    FREE     1     0    12     5 894.1208     0.7700000 467.87000 1030.0000
## INFO  [12:38:36.761] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000 467.87000 1030.0000
## INFO  [12:38:36.761] [bbotk]    FREE    11     7     4     6 860.4521     0.7700000 467.87000 1030.0000
## INFO  [12:38:36.761] [bbotk]    FREE     1     5     4     5 961.7462     0.7700000 467.87000 1030.0000
## INFO  [12:38:36.761] [bbotk]    FREE     1     5     3     8 902.0000     0.7946549 420.90799 1030.0000
## INFO  [12:38:36.761] [bbotk]    FREE     1     7     3     6 902.0000     0.7584328 467.87000 1030.0000
## INFO  [12:38:36.761] [bbotk]    FREE     1     0     4     5 902.0000     0.7622066 467.87000 1030.0000
## INFO  [12:38:36.761] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000 467.87000 1608.4600
## INFO  [12:38:36.761] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000 467.87000 1030.0000
## INFO  [12:38:36.761] [bbotk]  MEDLEY     7     7    12     5 902.0000     0.7700000 467.87000 1030.0000
## INFO  [12:38:36.761] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000 467.87000  970.6443
## INFO  [12:38:36.761] [bbotk]    FREE     1     7     5     5 902.0000     0.7700000 467.87000 1048.5715
## INFO  [12:38:36.761] [bbotk]    FREE     1     5     4     5 949.4786     0.7304693 467.87000 1030.0000
## INFO  [12:38:36.761] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000 467.87000 1030.0000
## INFO  [12:38:36.761] [bbotk]    FREE     1     2     7     5 902.0000     0.7648567  87.35488 1030.0000
## INFO  [12:38:36.761] [bbotk]    FREE     1     7     4     2 902.0000     0.7700000 467.87000 1795.7125
## INFO  [12:38:36.761] [bbotk]    FREE     4     7     4     7 960.7074     0.7700000 467.87000 1030.0000
## INFO  [12:38:36.761] [bbotk]    FREE     1     7     4     5 934.0091     0.7680954 730.06015 1030.0000
## INFO  [12:38:36.761] [bbotk]    FREE     1     3     4     7 904.4514     0.7700000 467.87000 1053.2884
## INFO  [12:38:36.761] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:38:36.761] [bbotk]         29.24188          29.61000         30.24000         26.85000 121  NA
## INFO  [12:38:36.761] [bbotk]         29.24188          29.61000         30.24000         26.85000 121  NA
## INFO  [12:38:36.761] [bbotk]         29.45291          29.61000         30.24000         26.85000 121  NA
## INFO  [12:38:36.761] [bbotk]         29.46314          29.61000         27.17953         25.41841 121  NA
## INFO  [12:38:36.761] [bbotk]         21.51793          29.61000         38.18576         26.85000 121  NA
## INFO  [12:38:36.761] [bbotk]         31.31919          27.11395         30.24000         24.15622 121  NA
## INFO  [12:38:36.761] [bbotk]         29.24188          29.61000         30.47834         26.85000 121  NA
## INFO  [12:38:36.761] [bbotk]         29.24188          29.61000         30.24000         26.85000 121  NA
## INFO  [12:38:36.761] [bbotk]         29.65534          29.61000         30.24000         26.85000 121  NA
## INFO  [12:38:36.761] [bbotk]         29.45456          29.61000         30.24000         26.85000 121  NA
## INFO  [12:38:36.761] [bbotk]         29.24188          29.61000         30.24000         21.78770 121  NA
## INFO  [12:38:36.761] [bbotk]         29.41116          29.61000         30.24000         26.85000 121  NA
## INFO  [12:38:36.761] [bbotk]         33.87932          29.61000         30.24000         26.85000 121  NA
## INFO  [12:38:36.761] [bbotk]         29.24188          29.61000         33.38686         26.85000 121  NA
## INFO  [12:38:36.761] [bbotk]         29.51020          27.98549         30.24000         26.85000 121  NA
## INFO  [12:38:36.761] [bbotk]         29.49587          29.61000         30.24000         26.85000 121  NA
## INFO  [12:38:36.761] [bbotk]         29.24188          29.61000         30.24000         26.85000 121  NA
## INFO  [12:38:36.761] [bbotk]         29.24188          29.61000         30.24000         26.85000 121  NA
## INFO  [12:38:36.761] [bbotk]         29.24188          29.61000         39.41099         26.85000 121  NA
## INFO  [12:38:36.761] [bbotk]         29.24188          29.61000         30.24000         29.64985 121  NA
## INFO  [12:38:36.761] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:38:36.761] [bbotk]  2401        0.02     0.058823529          1  0.1749689
## INFO  [12:38:36.761] [bbotk]  2402        0.12     0.120439125          3  0.2022107
## INFO  [12:38:36.761] [bbotk]  2403        0.00     0.059688307          2  0.1741041
## INFO  [12:38:36.761] [bbotk]  2404        0.32     0.150015682          6  0.2740884
## INFO  [12:38:36.761] [bbotk]  2405        0.07     0.136402303          4  0.2186524
## INFO  [12:38:36.761] [bbotk]  2406        0.27     0.215151192          8  0.2275431
## INFO  [12:38:36.761] [bbotk]  2407        0.12     0.120279699          4  0.1906384
## INFO  [12:38:36.761] [bbotk]  2408        0.22     0.060096953          2  0.1981452
## INFO  [12:38:36.761] [bbotk]  2409        0.02     0.036629657          2  0.2360483
## INFO  [12:38:36.761] [bbotk]  2410        0.00     0.059695046          2  0.1740974
## INFO  [12:38:36.761] [bbotk]  2411        0.12     0.201943827          4  0.3406268
## INFO  [12:38:36.761] [bbotk]  2412        0.02     0.063101944          3  0.1778599
## INFO  [12:38:36.761] [bbotk]  2413        0.07     0.078948330          3  0.1607199
## INFO  [12:38:36.761] [bbotk]  2414        0.00     0.091911771          4  0.1741618
## INFO  [12:38:36.761] [bbotk]  2415        0.17     0.007398733          2  0.2056929
## INFO  [12:38:36.761] [bbotk]  2416        0.42     0.143073739          5  0.1642432
## INFO  [12:38:36.761] [bbotk]  2417        0.17     0.105067791          2  0.2388671
## INFO  [12:38:36.761] [bbotk]  2418        0.12     0.138450548          3  0.3104033
## INFO  [12:38:36.761] [bbotk]  2419        0.07     0.056451281          4  0.2521036
## INFO  [12:38:36.761] [bbotk]  2420        0.07     0.134010905          5  0.2072493
## INFO  [12:38:37.151] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:38:37.363] [bbotk] Result of batch 122:
## INFO  [12:38:37.378] [bbotk]  stroke heatF laneF heatP laneP   pointP reactiontimeP swimtimeP daytimeP
## INFO  [12:38:37.378] [bbotk]    BACK     1     5     4     5 926.3153     0.7700000  467.8700 1889.812
## INFO  [12:38:37.378] [bbotk]    FREE    11     7     4     8 884.4073     0.7700000  467.8700 1030.000
## INFO  [12:38:37.378] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:37.378] [bbotk]    FREE     1     3     4     7 902.0000     0.8104036  467.8700 1030.000
## INFO  [12:38:37.378] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:37.378] [bbotk]    FREE    11     5     7     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:37.378] [bbotk]    FREE     1     5     4     5 926.9150     0.7868148  467.8700 1030.000
## INFO  [12:38:37.378] [bbotk]    FREE    10     5     4     5 902.0000     0.7666754  418.1124 1732.200
## INFO  [12:38:37.378] [bbotk]    FREE     1     9     4     5 988.1102     0.7767834  467.8700 1030.000
## INFO  [12:38:37.378] [bbotk]    BACK     1     7     4     5 951.5245     0.8119162  467.8700 1475.251
## INFO  [12:38:37.378] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  467.8700 1017.406
## INFO  [12:38:37.378] [bbotk]    FREE     1     7    12     5 958.8755     0.7069131  573.8639 1030.000
## INFO  [12:38:37.378] [bbotk]    FREE     1     7     6     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:37.378] [bbotk]     FLY     1     5     4     5 902.0000     0.7735980  467.8700 1030.000
## INFO  [12:38:37.378] [bbotk]    FREE     1     7     4     6 902.0000     0.7700000  865.3831 1030.000
## INFO  [12:38:37.378] [bbotk]    FREE     1     5     4     5 934.0091     0.7700000  467.8700 1030.000
## INFO  [12:38:37.378] [bbotk]     FLY     1     7     4     5 963.0149     0.7700000  280.5819 1211.092
## INFO  [12:38:37.378] [bbotk]    BACK     1     9     4     5 961.6027     0.7700000  467.8700 1496.682
## INFO  [12:38:37.378] [bbotk]    BACK     1     1     4     7 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:37.378] [bbotk]    BACK     1     5     4     3 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:37.378] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:38:37.378] [bbotk]         29.24188          28.27399         30.24000         28.92213 122  NA
## INFO  [12:38:37.378] [bbotk]         29.24188          29.61000         30.24000         26.85000 122  NA
## INFO  [12:38:37.378] [bbotk]         29.55554          29.61000         30.24000         26.85000 122  NA
## INFO  [12:38:37.378] [bbotk]         29.39920          31.53838         30.24000         26.85000 122  NA
## INFO  [12:38:37.378] [bbotk]         29.60872          29.61000         30.24000         26.85000 122  NA
## INFO  [12:38:37.378] [bbotk]         29.24188          29.61000         30.24000         26.85000 122  NA
## INFO  [12:38:37.378] [bbotk]         29.24188          29.61000         30.24000         26.85000 122  NA
## INFO  [12:38:37.378] [bbotk]         29.20504          29.61000         30.24000         26.85000 122  NA
## INFO  [12:38:37.378] [bbotk]         29.46141          29.61000         34.93883         26.85000 122  NA
## INFO  [12:38:37.378] [bbotk]         29.24188          24.04398         30.24000         30.75095 122  NA
## INFO  [12:38:37.378] [bbotk]         23.01589          29.61000         30.24000         26.85000 122  NA
## INFO  [12:38:37.378] [bbotk]         29.24188          29.61000         30.24000         26.85000 122  NA
## INFO  [12:38:37.378] [bbotk]         26.75670          23.74803         39.06314         26.85000 122  NA
## INFO  [12:38:37.378] [bbotk]         29.24188          29.61000         30.24000         26.85000 122  NA
## INFO  [12:38:37.378] [bbotk]         29.24188          33.63814         34.78469         26.85000 122  NA
## INFO  [12:38:37.378] [bbotk]         29.24188          29.61000         30.24000         26.85000 122  NA
## INFO  [12:38:37.378] [bbotk]         29.24188          27.83213         35.21635         23.95037 122  NA
## INFO  [12:38:37.378] [bbotk]         29.51821          29.61000         30.24000         26.85000 122  NA
## INFO  [12:38:37.378] [bbotk]         29.39221          25.91426         25.36588         26.85000 122  NA
## INFO  [12:38:37.378] [bbotk]         29.24188          29.61000         30.24000         32.95697 122  NA
## INFO  [12:38:37.378] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:38:37.378] [bbotk]  2421        0.07     0.193798092          6  0.2510604
## INFO  [12:38:37.378] [bbotk]  2422        0.12     0.123881193          3  0.2619207
## INFO  [12:38:37.378] [bbotk]  2423        0.02     0.001285329          1  0.2007040
## INFO  [12:38:37.378] [bbotk]  2424        0.22     0.132371145          5  0.2073469
## INFO  [12:38:37.378] [bbotk]  2425        0.00     0.060326783          2  0.1734656
## INFO  [12:38:37.378] [bbotk]  2426        0.02     0.176470588          3  0.2582422
## INFO  [12:38:37.378] [bbotk]  2427        0.02     0.070399903          3  0.1656196
## INFO  [12:38:37.378] [bbotk]  2428        0.00     0.163828631          6  0.2694655
## INFO  [12:38:37.378] [bbotk]  2429        0.12     0.105985329          5  0.2430429
## INFO  [12:38:37.378] [bbotk]  2430        0.12     0.151324772          6  0.2795882
## INFO  [12:38:37.378] [bbotk]  2431        0.02     0.085096814          3  0.2012422
## INFO  [12:38:37.378] [bbotk]  2432        0.00     0.095844838          4  0.2205332
## INFO  [12:38:37.378] [bbotk]  2433        0.32     0.119227563          4  0.2582935
## INFO  [12:38:37.378] [bbotk]  2434        0.17     0.118234974          3  0.2332045
## INFO  [12:38:37.378] [bbotk]  2435        0.22     0.113200046          4  0.2074294
## INFO  [12:38:37.378] [bbotk]  2436        0.00     0.070166232          2  0.1636326
## INFO  [12:38:37.378] [bbotk]  2437        0.37     0.139959815          7  0.3057646
## INFO  [12:38:37.378] [bbotk]  2438        0.07     0.168084816          5  0.3058451
## INFO  [12:38:37.378] [bbotk]  2439        0.27     0.206603377          6  0.2859263
## INFO  [12:38:37.378] [bbotk]  2440        0.12     0.207200556          4  0.2742751
## INFO  [12:38:37.727] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:38:37.931] [bbotk] Result of batch 123:
## INFO  [12:38:37.938] [bbotk]  stroke heatF laneF heatP laneP   pointP reactiontimeP swimtimeP daytimeP
## INFO  [12:38:37.938] [bbotk]    FREE     1     0     4     5 906.0240     0.7700000  467.8700 1030.000
## INFO  [12:38:37.938] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:37.938] [bbotk]  BREAST     1     5     4     6 933.3413     0.7700000  467.8700 1168.860
## INFO  [12:38:37.938] [bbotk]    FREE     1     7     4     5 912.0097     0.7700000  553.8538 1030.000
## INFO  [12:38:37.938] [bbotk]     FLY     1     5     4     5 902.0000     0.7700000  711.1518 1030.000
## INFO  [12:38:37.938] [bbotk]    FREE     1     5     4     2 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:37.938] [bbotk]     FLY     1     7     4     4 902.0000     0.7223229  467.8700 1030.000
## INFO  [12:38:37.938] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:37.938] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:37.938] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:37.938] [bbotk]    FREE     1     7     4     5 897.6225     0.7700000  439.7442 1166.168
## INFO  [12:38:37.938] [bbotk]    FREE     1     5     4     5 942.5935     0.7700000  467.8700 1030.000
## INFO  [12:38:37.938] [bbotk]    FREE    10     7     4     5 902.0000     0.7700000  467.8700 1901.638
## INFO  [12:38:37.938] [bbotk]     FLY     1     7     4     5 902.0000     0.7652644  921.3173 1030.000
## INFO  [12:38:37.938] [bbotk]    FREE     1     2     4     5 902.0000     0.7630068  159.0091 1030.000
## INFO  [12:38:37.938] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:37.938] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:37.938] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:37.938] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:37.938] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:37.938] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:38:37.938] [bbotk]         29.48328          29.61000         30.24000         26.85000 123  NA
## INFO  [12:38:37.938] [bbotk]         29.24188          29.61000         30.24000         26.85000 123  NA
## INFO  [12:38:37.938] [bbotk]         29.24188          29.61000         30.24000         26.85000 123  NA
## INFO  [12:38:37.938] [bbotk]         29.24188          29.61000         30.24000         26.85000 123  NA
## INFO  [12:38:37.938] [bbotk]         29.45456          29.61000         30.24000         26.85000 123  NA
## INFO  [12:38:37.938] [bbotk]         29.24188          29.61000         30.24000         26.85000 123  NA
## INFO  [12:38:37.938] [bbotk]         23.32143          29.61000         30.24000         23.99337 123  NA
## INFO  [12:38:37.938] [bbotk]         28.58973          29.61000         36.53617         33.05654 123  NA
## INFO  [12:38:37.938] [bbotk]         29.40720          33.41729         30.24000         26.85000 123  NA
## INFO  [12:38:37.938] [bbotk]         29.24188          29.61000         30.24000         26.85000 123  NA
## INFO  [12:38:37.938] [bbotk]         29.65950          34.37384         30.24000         30.29403 123  NA
## INFO  [12:38:37.938] [bbotk]         29.57626          29.61000         30.24000         26.85000 123  NA
## INFO  [12:38:37.938] [bbotk]         29.04302          29.61000         30.24000         26.85000 123  NA
## INFO  [12:38:37.938] [bbotk]         29.88773          30.79069         30.24000         26.85000 123  NA
## INFO  [12:38:37.938] [bbotk]         29.24188          29.61000         30.24000         26.85000 123  NA
## INFO  [12:38:37.938] [bbotk]         29.46251          29.61000         30.24000         26.85000 123  NA
## INFO  [12:38:37.938] [bbotk]         29.61740          29.61000         30.24000         26.85000 123  NA
## INFO  [12:38:37.938] [bbotk]         29.45364          29.61000         30.24000         26.85000 123  NA
## INFO  [12:38:37.938] [bbotk]         29.58018          29.61000         30.24000         26.85000 123  NA
## INFO  [12:38:37.938] [bbotk]         29.40158          29.61000         27.33584         26.85000 123  NA
## INFO  [12:38:37.938] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:38:37.938] [bbotk]  2441        0.22     0.061238687          3  0.1989989
## INFO  [12:38:37.938] [bbotk]  2442        0.07     0.000000000          0  0.1994186
## INFO  [12:38:37.938] [bbotk]  2443        0.12     0.195962928          5  0.2665582
## INFO  [12:38:37.938] [bbotk]  2444        0.07     0.008867493          2  0.2054513
## INFO  [12:38:37.938] [bbotk]  2445        0.12     0.133572324          4  0.2437298
## INFO  [12:38:37.938] [bbotk]  2446        0.22     0.117647059          2  0.1926228
## INFO  [12:38:37.938] [bbotk]  2447        0.27     0.164072489          5  0.3035161
## INFO  [12:38:37.938] [bbotk]  2448        0.22     0.053520050          3  0.2519427
## INFO  [12:38:37.938] [bbotk]  2449        0.17     0.074264213          3  0.1742422
## INFO  [12:38:37.938] [bbotk]  2450        0.02     0.058823529          1  0.1749689
## INFO  [12:38:37.938] [bbotk]  2451        0.37     0.049029176          6  0.2299245
## INFO  [12:38:37.938] [bbotk]  2452        0.00     0.074578424          3  0.1653043
## INFO  [12:38:37.938] [bbotk]  2453        0.07     0.112279894          3  0.3112939
## INFO  [12:38:37.938] [bbotk]  2454        0.17     0.094880491          5  0.2927515
## INFO  [12:38:37.938] [bbotk]  2455        0.37     0.079077845          3  0.1584663
## INFO  [12:38:37.938] [bbotk]  2456        0.00     0.059727621          2  0.1740648
## INFO  [12:38:37.938] [bbotk]  2457        0.02     0.001538805          1  0.2009574
## INFO  [12:38:37.938] [bbotk]  2458        0.00     0.059691307          2  0.1741011
## INFO  [12:38:37.938] [bbotk]  2459        0.02     0.001386316          1  0.2008050
## INFO  [12:38:37.938] [bbotk]  2460        0.12     0.009702799          2  0.2074390
## INFO  [12:38:38.249] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:38:38.504] [bbotk] Result of batch 124:
## INFO  [12:38:38.515] [bbotk]  stroke heatF laneF heatP laneP   pointP reactiontimeP swimtimeP  daytimeP
## INFO  [12:38:38.515] [bbotk]    FREE     1     5     4     1 902.0000     0.7994982 787.80800 1384.4250
## INFO  [12:38:38.515] [bbotk]     FLY     1     7    11     5 902.0000     0.7875935  80.56807 1079.4341
## INFO  [12:38:38.515] [bbotk]  MEDLEY     1     7     4     5 873.1484     0.7756042 824.19248 1030.0000
## INFO  [12:38:38.515] [bbotk]    FREE     1     7     4     5 976.3612     0.7700000 467.87000 1667.7835
## INFO  [12:38:38.515] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000 467.87000 1030.0000
## INFO  [12:38:38.515] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000 467.87000 1030.0000
## INFO  [12:38:38.515] [bbotk]    FREE     2     7     4     5 868.6080     0.7889176 804.87580 1030.0000
## INFO  [12:38:38.515] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000 467.87000 1030.0000
## INFO  [12:38:38.515] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000 348.21117 1030.0000
## INFO  [12:38:38.515] [bbotk]    BACK     1     8     4     3 902.0000     0.7700000 467.87000 1030.0000
## INFO  [12:38:38.515] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000 467.87000 1030.0000
## INFO  [12:38:38.515] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000 467.87000 1030.0000
## INFO  [12:38:38.515] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000 467.87000 1030.0000
## INFO  [12:38:38.515] [bbotk]    FREE     1     7     4     5 934.0091     0.7648451 467.87000 1154.7283
## INFO  [12:38:38.515] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000 467.87000 1030.0000
## INFO  [12:38:38.515] [bbotk]    FREE     1     5    11     5 902.0000     0.7459535 467.87000 1030.0000
## INFO  [12:38:38.515] [bbotk]    FREE     9     3     4     5 881.8994     0.7700000 222.47603  945.0492
## INFO  [12:38:38.515] [bbotk]    FREE     9     7     4     5 902.0000     0.7239389 467.87000 1030.0000
## INFO  [12:38:38.515] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000 467.87000 1203.2838
## INFO  [12:38:38.515] [bbotk]  BREAST     1     6     4     5 902.0000     0.7700000 467.87000 1030.0000
## INFO  [12:38:38.515] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:38:38.515] [bbotk]         29.24188          29.61000         30.24000         26.85000 124  NA
## INFO  [12:38:38.515] [bbotk]         29.50846          29.61000         27.12977         26.85000 124  NA
## INFO  [12:38:38.515] [bbotk]         29.91956          29.61000         30.24000         26.85000 124  NA
## INFO  [12:38:38.515] [bbotk]         33.48393          29.61000         31.53676         26.85000 124  NA
## INFO  [12:38:38.515] [bbotk]         29.49563          29.61000         30.24000         26.85000 124  NA
## INFO  [12:38:38.515] [bbotk]         29.47842          29.61000         30.24000         26.85000 124  NA
## INFO  [12:38:38.515] [bbotk]         29.41105          29.61000         30.24000         30.32488 124  NA
## INFO  [12:38:38.515] [bbotk]         29.48124          29.61000         30.24000         26.85000 124  NA
## INFO  [12:38:38.515] [bbotk]         29.24188          29.61000         30.24000         26.85000 124  NA
## INFO  [12:38:38.515] [bbotk]         29.57969          22.10307         30.24000         26.85000 124  NA
## INFO  [12:38:38.515] [bbotk]         29.60872          29.61000         30.24000         26.85000 124  NA
## INFO  [12:38:38.515] [bbotk]         29.45291          29.61000         30.24000         26.85000 124  NA
## INFO  [12:38:38.515] [bbotk]         29.24188          29.61000         30.24000         26.85000 124  NA
## INFO  [12:38:38.515] [bbotk]         27.35654          36.50198         30.24000         26.85000 124  NA
## INFO  [12:38:38.515] [bbotk]         29.24188          29.61000         30.24000         26.85000 124  NA
## INFO  [12:38:38.515] [bbotk]         29.24188          29.61000         28.23345         24.35382 124  NA
## INFO  [12:38:38.515] [bbotk]         29.24188          24.48193         30.24000         31.63069 124  NA
## INFO  [12:38:38.515] [bbotk]         29.40573          23.12636         30.24000         26.85000 124  NA
## INFO  [12:38:38.515] [bbotk]         30.76391          29.61000         21.72875         29.84645 124  NA
## INFO  [12:38:38.515] [bbotk]         23.30221          30.70377         22.70841         26.85000 124  NA
## INFO  [12:38:38.515] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:38:38.515] [bbotk]  2461        0.00    0.1636691462          5  0.2377534
## INFO  [12:38:38.515] [bbotk]  2462        0.17    0.1582554952          7  0.2848604
## INFO  [12:38:38.515] [bbotk]  2463        0.02    0.0947884977          5  0.2942071
## INFO  [12:38:38.515] [bbotk]  2464        0.02    0.0862919151          4  0.2612471
## INFO  [12:38:38.515] [bbotk]  2465        0.02    0.0010398403          1  0.2004585
## INFO  [12:38:38.515] [bbotk]  2466        0.00    0.0597928377          2  0.1739996
## INFO  [12:38:38.515] [bbotk]  2467        0.07    0.1127792280          6  0.3121979
## INFO  [12:38:38.515] [bbotk]  2468        0.02    0.0009808783          1  0.2003995
## INFO  [12:38:38.515] [bbotk]  2469        0.07    0.0074042271          1  0.2067251
## INFO  [12:38:38.515] [bbotk]  2470        0.42    0.2069638995          5  0.3329113
## INFO  [12:38:38.515] [bbotk]  2471        0.00    0.0603267827          2  0.1734656
## INFO  [12:38:38.515] [bbotk]  2472        0.02    0.0008647775          1  0.2002834
## INFO  [12:38:38.515] [bbotk]  2473        0.07    0.0000000000          0  0.1994186
## INFO  [12:38:38.515] [bbotk]  2474        0.17    0.0541679665          5  0.2399604
## INFO  [12:38:38.515] [bbotk]  2475        0.02    0.0588235294          1  0.1749689
## INFO  [12:38:38.515] [bbotk]  2476        0.17    0.1403886081          5  0.2107073
## INFO  [12:38:38.515] [bbotk]  2477        0.42    0.1890257857          7  0.3209382
## INFO  [12:38:38.515] [bbotk]  2478        0.17    0.0921624299          4  0.2773847
## INFO  [12:38:38.515] [bbotk]  2479        0.02    0.1171218880          5  0.1861314
## INFO  [12:38:38.515] [bbotk]  2480        0.27    0.1696935142          5  0.2984348
## INFO  [12:38:38.888] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:38:39.133] [bbotk] Result of batch 125:
## INFO  [12:38:39.144] [bbotk]  stroke heatF laneF heatP laneP    pointP reactiontimeP swimtimeP daytimeP
## INFO  [12:38:39.144] [bbotk]    FREE     1     5     4     5  988.4356     0.7700000  467.8700 1349.248
## INFO  [12:38:39.144] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:39.144] [bbotk]    FREE     1     7     4     5  978.3655     0.7700000  467.8700 1030.000
## INFO  [12:38:39.144] [bbotk]  MEDLEY     1     5     1     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:39.144] [bbotk]    FREE     1     5     4     1  902.0000     0.7598334  467.8700 1030.000
## INFO  [12:38:39.144] [bbotk]    BACK     1     7     4     5  977.8801     0.7700000  467.8700 1030.000
## INFO  [12:38:39.144] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:39.144] [bbotk]    FREE     8     5     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:39.144] [bbotk]    FREE     1     8     4     5  894.6874     0.7721656  467.8700 1030.000
## INFO  [12:38:39.144] [bbotk]    FREE     1     1     4     5  902.0000     0.7642524  467.8700 1030.000
## INFO  [12:38:39.144] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  665.8216 1030.000
## INFO  [12:38:39.144] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:39.144] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:39.144] [bbotk]    FREE     1     7     4     5  898.0278     0.7700000  467.8700 1030.000
## INFO  [12:38:39.144] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:39.144] [bbotk]  BREAST     1     7     4     0 1007.7627     0.7700000  467.8700 1384.543
## INFO  [12:38:39.144] [bbotk]    FREE     2     7     4     5 1010.7459     0.7700000  467.8700 1030.000
## INFO  [12:38:39.144] [bbotk]    FREE     1     7     4     5  902.0000     0.7258516  467.8700 1769.234
## INFO  [12:38:39.144] [bbotk]  MEDLEY     1     4     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:39.144] [bbotk]    FREE     1     7     4     5  934.0091     0.7700000  467.8700 1030.000
## INFO  [12:38:39.144] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:38:39.144] [bbotk]         29.40573          33.56791         30.24000         26.85000 125  NA
## INFO  [12:38:39.144] [bbotk]         29.24188          29.61000         30.24000         24.85995 125  NA
## INFO  [12:38:39.144] [bbotk]         29.24188          29.61000         30.24000         26.85000 125  NA
## INFO  [12:38:39.144] [bbotk]         29.24188          29.61000         34.26282         26.85000 125  NA
## INFO  [12:38:39.144] [bbotk]         29.46166          29.61000         30.24000         26.85000 125  NA
## INFO  [12:38:39.144] [bbotk]         29.24188          29.61000         27.96621         26.85000 125  NA
## INFO  [12:38:39.144] [bbotk]         29.24188          29.61000         30.24000         26.85000 125  NA
## INFO  [12:38:39.144] [bbotk]         29.24188          29.61000         30.24000         26.85000 125  NA
## INFO  [12:38:39.144] [bbotk]         21.41521          29.61000         30.24000         26.05441 125  NA
## INFO  [12:38:39.144] [bbotk]         29.26972          29.61000         31.39754         26.85000 125  NA
## INFO  [12:38:39.144] [bbotk]         29.24188          29.61000         30.24000         25.95792 125  NA
## INFO  [12:38:39.144] [bbotk]         29.59204          29.61000         30.24000         26.85000 125  NA
## INFO  [12:38:39.144] [bbotk]         29.56664          29.61000         30.24000         26.85000 125  NA
## INFO  [12:38:39.144] [bbotk]         34.69244          29.61000         30.24000         22.28095 125  NA
## INFO  [12:38:39.144] [bbotk]         29.43990          29.61000         30.24000         26.85000 125  NA
## INFO  [12:38:39.144] [bbotk]         29.46251          29.61000         30.24000         26.85000 125  NA
## INFO  [12:38:39.144] [bbotk]         29.24188          29.61000         30.24000         26.85000 125  NA
## INFO  [12:38:39.144] [bbotk]         29.65630          31.44156         36.58028         26.85000 125  NA
## INFO  [12:38:39.144] [bbotk]         33.86290          29.61000         30.24000         30.38174 125  NA
## INFO  [12:38:39.144] [bbotk]         29.24188          29.61000         30.24000         26.85000 125  NA
## INFO  [12:38:39.144] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:38:39.144] [bbotk]  2481        0.07    0.1247520646          5  0.1915545
## INFO  [12:38:39.144] [bbotk]  2482        0.07    0.0100138521          1  0.2075203
## INFO  [12:38:39.144] [bbotk]  2483        0.02    0.0270607621          1  0.2236445
## INFO  [12:38:39.144] [bbotk]  2484        0.12    0.1890042856          4  0.2707759
## INFO  [12:38:39.144] [bbotk]  2485        0.00    0.1202088852          4  0.2039331
## INFO  [12:38:39.144] [bbotk]  2486        0.07    0.0927966262          3  0.2842094
## INFO  [12:38:39.144] [bbotk]  2487        0.07    0.0000000000          0  0.1994186
## INFO  [12:38:39.144] [bbotk]  2488        0.02    0.1176470588          2  0.2337924
## INFO  [12:38:39.144] [bbotk]  2489        0.12    0.0978439292          5  0.2361222
## INFO  [12:38:39.144] [bbotk]  2490        0.17    0.0634832892          4  0.2022001
## INFO  [12:38:39.144] [bbotk]  2491        0.07    0.0167376924          2  0.2142442
## INFO  [12:38:39.144] [bbotk]  2492        0.02    0.0014348951          1  0.2008535
## INFO  [12:38:39.144] [bbotk]  2493        0.02    0.0013308300          1  0.2007495
## INFO  [12:38:39.144] [bbotk]  2494        0.27    0.0467339866          3  0.2442405
## INFO  [12:38:39.144] [bbotk]  2495        0.02    0.0008114694          1  0.2002301
## INFO  [12:38:39.144] [bbotk]  2496        0.17    0.1774412512          5  0.3060280
## INFO  [12:38:39.144] [bbotk]  2497        0.02    0.0973585759          2  0.2939423
## INFO  [12:38:39.144] [bbotk]  2498        0.02    0.0804133348          5  0.2667601
## INFO  [12:38:39.144] [bbotk]  2499        0.02    0.1543545568          4  0.2620840
## INFO  [12:38:39.144] [bbotk]  2500        0.02    0.0113427025          1  0.2079265
## INFO  [12:38:39.518] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:38:39.729] [bbotk] Result of batch 126:
## INFO  [12:38:39.737] [bbotk]  stroke heatF laneF heatP laneP   pointP reactiontimeP swimtimeP daytimeP
## INFO  [12:38:39.737] [bbotk]    FREE     1     7     4     5 951.1691     0.7700000  467.8700 1030.000
## INFO  [12:38:39.737] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:39.737] [bbotk]    FREE    12     6     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:39.737] [bbotk]    FREE     1     7     1     5 902.0000     0.7700000  467.8700 1846.821
## INFO  [12:38:39.737] [bbotk]    BACK     5     4     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:39.737] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:39.737] [bbotk]    FREE     3     7    11     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:39.737] [bbotk]    FREE    10     8    10     4 902.0000     0.7700000  467.8700 1695.189
## INFO  [12:38:39.737] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:39.737] [bbotk]  BREAST     1     7     3     5 902.0000     0.7700000  467.8700 1205.528
## INFO  [12:38:39.737] [bbotk]    FREE     7     5     4     5 934.0091     0.7700000  467.8700 1030.000
## INFO  [12:38:39.737] [bbotk]    FREE     1     7     4     6 902.0000     0.7643784  467.8700 1196.538
## INFO  [12:38:39.737] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:39.737] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:39.737] [bbotk]    FREE     1     5     6     1 902.0000     0.7631152  924.0679 1030.000
## INFO  [12:38:39.737] [bbotk]    FREE     1     7    12     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:39.737] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:39.737] [bbotk]    FREE     1     5     4     5 902.0000     0.7748873  775.1982 1088.442
## INFO  [12:38:39.737] [bbotk]    FREE     5     2     4     5 902.0000     0.7700000  535.3620 1681.145
## INFO  [12:38:39.737] [bbotk]    FREE     1     4     4     7 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:39.737] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:38:39.737] [bbotk]         29.24188          29.61000         33.66721         26.85000 126  NA
## INFO  [12:38:39.737] [bbotk]         29.24188          29.61000         30.24000         26.85000 126  NA
## INFO  [12:38:39.737] [bbotk]         29.43990          32.53733         30.24000         27.79461 126  NA
## INFO  [12:38:39.737] [bbotk]         29.24188          34.15042         30.24000         27.27441 126  NA
## INFO  [12:38:39.737] [bbotk]         29.24188          29.61000         30.24000         26.85000 126  NA
## INFO  [12:38:39.737] [bbotk]         29.46166          29.61000         30.24000         26.85000 126  NA
## INFO  [12:38:39.737] [bbotk]         21.92231          29.61000         22.07125         25.02911 126  NA
## INFO  [12:38:39.737] [bbotk]         29.40573          29.61000         36.15164         26.85000 126  NA
## INFO  [12:38:39.737] [bbotk]         29.66268          29.61000         30.24000         26.85000 126  NA
## INFO  [12:38:39.737] [bbotk]         29.46835          29.61000         30.24000         31.62696 126  NA
## INFO  [12:38:39.737] [bbotk]         29.24188          29.61000         30.24000         26.85000 126  NA
## INFO  [12:38:39.737] [bbotk]         29.24188          29.61000         30.24000         26.85000 126  NA
## INFO  [12:38:39.737] [bbotk]         29.47842          29.61000         30.24000         26.85000 126  NA
## INFO  [12:38:39.737] [bbotk]         29.47842          29.61000         30.24000         26.85000 126  NA
## INFO  [12:38:39.737] [bbotk]         29.24188          29.61000         22.73556         26.84742 126  NA
## INFO  [12:38:39.737] [bbotk]         29.45291          23.96170         30.24000         29.18811 126  NA
## INFO  [12:38:39.737] [bbotk]         29.24188          29.61000         30.24000         26.85000 126  NA
## INFO  [12:38:39.737] [bbotk]         29.24188          32.74926         30.24000         26.85000 126  NA
## INFO  [12:38:39.737] [bbotk]         34.20750          29.61000         30.24000         26.85000 126  NA
## INFO  [12:38:39.737] [bbotk]         29.24188          29.61000         33.54543         26.85000 126  NA
## INFO  [12:38:39.737] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:38:39.737] [bbotk]  2501        0.02    0.0281014761          2  0.2246852
## INFO  [12:38:39.737] [bbotk]  2502        0.02    0.0588235294          1  0.1749689
## INFO  [12:38:39.737] [bbotk]  2503        0.22    0.1345628481          5  0.2621914
## INFO  [12:38:39.737] [bbotk]  2504        0.22    0.1278960851          4  0.2064238
## INFO  [12:38:39.737] [bbotk]  2505        0.12    0.1764705882          3  0.3170657
## INFO  [12:38:39.737] [bbotk]  2506        0.00    0.0597241420          2  0.1740683
## INFO  [12:38:39.737] [bbotk]  2507        0.17    0.1822545676          5  0.3188504
## INFO  [12:38:39.737] [bbotk]  2508        0.02    0.2945574831          7  0.3194582
## INFO  [12:38:39.737] [bbotk]  2509        0.00    0.0605478818          2  0.1732445
## INFO  [12:38:39.737] [bbotk]  2510        0.17    0.1532133052          5  0.2528020
## INFO  [12:38:39.737] [bbotk]  2511        0.00    0.1289897613          3  0.2224562
## INFO  [12:38:39.737] [bbotk]  2512        0.12    0.0697999269          3  0.1851776
## INFO  [12:38:39.737] [bbotk]  2513        0.02    0.0009693083          1  0.2003879
## INFO  [12:38:39.737] [bbotk]  2514        0.00    0.0597928377          2  0.1739996
## INFO  [12:38:39.737] [bbotk]  2515        0.27    0.2292182690          7  0.2498558
## INFO  [12:38:39.737] [bbotk]  2516        0.12    0.0933555495          4  0.2328261
## INFO  [12:38:39.737] [bbotk]  2517        0.02    0.0588235294          1  0.1749689
## INFO  [12:38:39.737] [bbotk]  2518        0.12    0.0943413278          5  0.1827731
## INFO  [12:38:39.737] [bbotk]  2519        0.27    0.1814964494          5  0.2632680
## INFO  [12:38:39.737] [bbotk]  2520        0.17    0.1279456380          3  0.2434216
## INFO  [12:38:40.035] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:38:40.253] [bbotk] Result of batch 127:
## INFO  [12:38:40.261] [bbotk]  stroke heatF laneF heatP laneP    pointP reactiontimeP swimtimeP  daytimeP
## INFO  [12:38:40.261] [bbotk]     FLY     1     7     9     5  902.0000     0.7352571 467.87000  953.2709
## INFO  [12:38:40.261] [bbotk]    FREE     1     4     4     5  902.0000     0.7700000 323.18243 1030.0000
## INFO  [12:38:40.261] [bbotk]    FREE     1     0     4     5  902.0000     0.7700000 467.87000 1681.7922
## INFO  [12:38:40.261] [bbotk]    FREE     1     5     4     5  934.0091     0.7700000  75.74088 1745.0023
## INFO  [12:38:40.261] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000 467.87000 1030.0000
## INFO  [12:38:40.261] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000 775.82020 1030.0000
## INFO  [12:38:40.261] [bbotk]  BREAST     1     7     3     5  902.0000     0.7700000 467.87000 1603.0609
## INFO  [12:38:40.261] [bbotk]    FREE     1     7     4     5  930.8119     0.7700000 467.87000 1030.0000
## INFO  [12:38:40.261] [bbotk]    FREE     1     7     4     6  902.0000     0.7700000 467.87000 1436.8809
## INFO  [12:38:40.261] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000 467.87000 1030.0000
## INFO  [12:38:40.261] [bbotk]    FREE     3     5     4     5  912.6845     0.7786482 333.18908 1030.0000
## INFO  [12:38:40.261] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000 467.87000 1030.0000
## INFO  [12:38:40.261] [bbotk]    BACK     1     8     4     5  902.0000     0.7700000 467.87000 1030.0000
## INFO  [12:38:40.261] [bbotk]    BACK     1     3     5     5  923.3224     0.7373333 467.87000 1030.0000
## INFO  [12:38:40.261] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000 467.87000 1030.0000
## INFO  [12:38:40.261] [bbotk]    FREE     1     2     4     5  902.0000     0.7700000 467.87000 1107.1514
## INFO  [12:38:40.261] [bbotk]    FREE     1     7     4     5  887.9513     0.7569446 467.87000 1131.8313
## INFO  [12:38:40.261] [bbotk]    FREE    10     7     4     5  902.0000     0.7700000  77.12600 1030.0000
## INFO  [12:38:40.261] [bbotk]  BREAST     1     5     3     5  900.7638     0.7700000 467.87000 1030.0000
## INFO  [12:38:40.261] [bbotk]  BREAST     1     9     4     5 1006.3621     0.7979149 467.87000 1030.0000
## INFO  [12:38:40.261] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:38:40.261] [bbotk]         31.64477          29.61000         30.24000         26.85000 127  NA
## INFO  [12:38:40.261] [bbotk]         26.30823          29.61000         30.24000         22.01515 127  NA
## INFO  [12:38:40.261] [bbotk]         26.39437          29.61000         30.24000         26.85000 127  NA
## INFO  [12:38:40.261] [bbotk]         29.65534          29.61000         30.24000         26.43350 127  NA
## INFO  [12:38:40.261] [bbotk]         29.49563          29.61000         30.24000         26.85000 127  NA
## INFO  [12:38:40.261] [bbotk]         29.24188          29.61000         36.85301         22.34451 127  NA
## INFO  [12:38:40.261] [bbotk]         32.00311          29.61000         21.67595         26.08081 127  NA
## INFO  [12:38:40.261] [bbotk]         29.50538          29.61000         30.24000         26.85000 127  NA
## INFO  [12:38:40.261] [bbotk]         33.44860          29.61000         30.24000         25.50688 127  NA
## INFO  [12:38:40.261] [bbotk]         29.45456          29.61000         30.24000         26.85000 127  NA
## INFO  [12:38:40.261] [bbotk]         29.24188          21.89753         30.24000         26.85000 127  NA
## INFO  [12:38:40.261] [bbotk]         29.60872          29.61000         30.24000         26.85000 127  NA
## INFO  [12:38:40.261] [bbotk]         22.50109          22.93859         30.24000         25.40850 127  NA
## INFO  [12:38:40.261] [bbotk]         29.24188          29.61000         30.24000         26.85000 127  NA
## INFO  [12:38:40.261] [bbotk]         29.49504          29.61000         30.24000         26.85000 127  NA
## INFO  [12:38:40.261] [bbotk]         29.24188          29.61000         24.13886         26.85000 127  NA
## INFO  [12:38:40.261] [bbotk]         30.17742          29.61000         30.24000         26.85000 127  NA
## INFO  [12:38:40.261] [bbotk]         34.03596          29.61000         40.12985         26.85000 127  NA
## INFO  [12:38:40.261] [bbotk]         29.24188          29.61000         34.18569         26.85000 127  NA
## INFO  [12:38:40.261] [bbotk]         29.46251          29.61000         30.24000         21.97716 127  NA
## INFO  [12:38:40.261] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:38:40.261] [bbotk]  2521        0.07     0.137804485          5  0.2670457
## INFO  [12:38:40.261] [bbotk]  2522        0.22     0.104126601          4  0.2410913
## INFO  [12:38:40.261] [bbotk]  2523        0.17     0.109856155          3  0.2500466
## INFO  [12:38:40.261] [bbotk]  2524        0.00     0.141402093          6  0.2209714
## INFO  [12:38:40.261] [bbotk]  2525        0.00     0.059863370          2  0.1739290
## INFO  [12:38:40.261] [bbotk]  2526        0.12     0.121154039          4  0.2218382
## INFO  [12:38:40.261] [bbotk]  2527        0.27     0.194124430          6  0.2499815
## INFO  [12:38:40.261] [bbotk]  2528        0.02     0.011289549          2  0.2078733
## INFO  [12:38:40.261] [bbotk]  2529        0.12     0.107393340          4  0.2038393
## INFO  [12:38:40.261] [bbotk]  2530        0.00     0.059695046          2  0.1740974
## INFO  [12:38:40.261] [bbotk]  2531        0.12     0.161086090          6  0.2668330
## INFO  [12:38:40.261] [bbotk]  2532        0.02     0.001503253          1  0.2009219
## INFO  [12:38:40.261] [bbotk]  2533        0.27     0.178392024          5  0.3155458
## INFO  [12:38:40.261] [bbotk]  2534        0.12     0.189364061          5  0.1933106
## INFO  [12:38:40.261] [bbotk]  2535        0.02     0.001037409          1  0.2004560
## INFO  [12:38:40.261] [bbotk]  2536        0.42     0.082492029          3  0.1625812
## INFO  [12:38:40.261] [bbotk]  2537        0.02     0.017095142          4  0.2122473
## INFO  [12:38:40.261] [bbotk]  2538        0.12     0.133460320          4  0.3327812
## INFO  [12:38:40.261] [bbotk]  2539        0.17     0.189202055          5  0.2709736
## INFO  [12:38:40.261] [bbotk]  2540        0.22     0.184613934          6  0.3204620
## INFO  [12:38:40.575] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:38:40.833] [bbotk] Result of batch 128:
## INFO  [12:38:40.841] [bbotk]  stroke heatF laneF heatP laneP   pointP reactiontimeP swimtimeP daytimeP
## INFO  [12:38:40.841] [bbotk]  BREAST     1     9     4     1 902.0000     0.7700000  276.1520 1541.373
## INFO  [12:38:40.841] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:40.841] [bbotk]    FREE     1     9     4     5 902.0000     0.7700000  931.5617 1030.000
## INFO  [12:38:40.841] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:40.841] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:40.841] [bbotk]    FREE     1     5     8     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:40.841] [bbotk]     FLY     1     7     4     1 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:40.841] [bbotk]    FREE     1     4     4     5 902.0000     0.7993812  467.8700 1030.000
## INFO  [12:38:40.841] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  467.8700 1303.729
## INFO  [12:38:40.841] [bbotk]    FREE     6     7     2     5 902.0000     0.7700000  535.3310 1030.000
## INFO  [12:38:40.841] [bbotk]    FREE     1     7     4     6 978.3834     0.8011877  467.8700 1030.000
## INFO  [12:38:40.841] [bbotk]     FLY     3     5     4     7 898.1948     0.7700000  467.8700 1030.000
## INFO  [12:38:40.841] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:40.841] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  467.8700 1030.230
## INFO  [12:38:40.841] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:40.841] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:40.841] [bbotk]    FREE     1     7     4     3 971.6921     0.7700000  467.8700 1030.000
## INFO  [12:38:40.841] [bbotk]     FLY     1     7     2     5 902.0000     0.7700000  467.8700 1803.925
## INFO  [12:38:40.841] [bbotk]  BREAST     7     5     7     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:40.841] [bbotk]    FREE    12     5     4     9 978.8397     0.7700000  877.0578 1030.000
## INFO  [12:38:40.841] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:38:40.841] [bbotk]         29.24188          29.61000         30.24000         26.85000 128  NA
## INFO  [12:38:40.841] [bbotk]         29.38214          29.61000         30.24000         26.85000 128  NA
## INFO  [12:38:40.841] [bbotk]         22.42905          29.61000         35.60836         26.85000 128  NA
## INFO  [12:38:40.841] [bbotk]         29.24188          29.61000         30.24000         26.85000 128  NA
## INFO  [12:38:40.841] [bbotk]         29.46244          29.61000         30.24000         26.85000 128  NA
## INFO  [12:38:40.841] [bbotk]         26.15884          29.61000         30.24000         26.85000 128  NA
## INFO  [12:38:40.841] [bbotk]         27.10389          29.61000         30.24000         21.70766 128  NA
## INFO  [12:38:40.841] [bbotk]         29.24188          32.97920         30.24000         26.85000 128  NA
## INFO  [12:38:40.841] [bbotk]         29.24188          29.61000         30.24000         26.85000 128  NA
## INFO  [12:38:40.841] [bbotk]         32.64733          29.61000         30.24000         26.85000 128  NA
## INFO  [12:38:40.841] [bbotk]         27.21815          29.61000         30.24000         26.85000 128  NA
## INFO  [12:38:40.841] [bbotk]         29.48925          29.61000         38.39858         27.81368 128  NA
## INFO  [12:38:40.841] [bbotk]         29.44288          29.61000         30.24000         26.85000 128  NA
## INFO  [12:38:40.841] [bbotk]         29.24188          29.61000         37.58369         26.85000 128  NA
## INFO  [12:38:40.841] [bbotk]         29.24188          29.61000         30.24000         26.85000 128  NA
## INFO  [12:38:40.841] [bbotk]         29.24188          29.61000         30.24000         26.85000 128  NA
## INFO  [12:38:40.841] [bbotk]         29.50846          29.61000         30.24000         26.85000 128  NA
## INFO  [12:38:40.841] [bbotk]         29.24188          29.61000         30.24000         26.85000 128  NA
## INFO  [12:38:40.841] [bbotk]         29.24188          33.66327         36.23253         26.85000 128  NA
## INFO  [12:38:40.841] [bbotk]         29.24188          29.61000         30.24000         24.72501 128  NA
## INFO  [12:38:40.841] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:38:40.841] [bbotk]  2541        0.12    0.2192174520          5  0.3402528
## INFO  [12:38:40.841] [bbotk]  2542        0.02    0.0005747916          1  0.1999934
## INFO  [12:38:40.841] [bbotk]  2543        0.12    0.1321591506          4  0.2723496
## INFO  [12:38:40.841] [bbotk]  2544        0.02    0.0588235294          1  0.1749689
## INFO  [12:38:40.841] [bbotk]  2545        0.00    0.0597273431          2  0.1740651
## INFO  [12:38:40.841] [bbotk]  2546        0.07    0.1302806553          3  0.2116476
## INFO  [12:38:40.841] [bbotk]  2547        0.22    0.1522840892          4  0.3096290
## INFO  [12:38:40.841] [bbotk]  2548        0.32    0.0766888538          3  0.2172840
## INFO  [12:38:40.841] [bbotk]  2549        0.00    0.0753550561          2  0.1809919
## INFO  [12:38:40.841] [bbotk]  2550        0.02    0.1357761887          4  0.2763713
## INFO  [12:38:40.841] [bbotk]  2551        0.12    0.0992794699          4  0.2022166
## INFO  [12:38:40.841] [bbotk]  2552        0.42    0.2679247490          8  0.3516490
## INFO  [12:38:40.841] [bbotk]  2553        0.02    0.0008236796          1  0.2002423
## INFO  [12:38:40.841] [bbotk]  2554        0.02    0.0817178253          3  0.1866190
## INFO  [12:38:40.841] [bbotk]  2555        0.07    0.0000000000          0  0.1994186
## INFO  [12:38:40.841] [bbotk]  2556        0.07    0.0000000000          0  0.1994186
## INFO  [12:38:40.841] [bbotk]  2557        0.12    0.0846119266          3  0.2543799
## INFO  [12:38:40.841] [bbotk]  2558        0.12    0.1643872852          3  0.1887090
## INFO  [12:38:40.841] [bbotk]  2559        0.32    0.2696818151          6  0.3514534
## INFO  [12:38:40.841] [bbotk]  2560        0.07    0.2397119172          6  0.3103858
## INFO  [12:38:41.154] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:38:41.367] [bbotk] Result of batch 129:
## INFO  [12:38:41.377] [bbotk]  stroke heatF laneF heatP laneP   pointP reactiontimeP swimtimeP daytimeP
## INFO  [12:38:41.377] [bbotk]    FREE     1     2     4     5 908.3664     0.7700000  467.8700 1489.334
## INFO  [12:38:41.377] [bbotk]  MEDLEY     6     5     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:41.377] [bbotk]     FLY     4     7     4     5 903.1633     0.7700000  467.8700 1030.000
## INFO  [12:38:41.377] [bbotk]    FREE     1     7     4     5 911.2436     0.7700000  261.8263 1030.000
## INFO  [12:38:41.377] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:41.377] [bbotk]  BREAST     5     5     4     4 902.0000     0.7828330  467.8700 1030.000
## INFO  [12:38:41.377] [bbotk]    FREE     1     7     4     5 902.0000     0.7661130  467.8700 1030.000
## INFO  [12:38:41.377] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:41.377] [bbotk]    FREE     1     9     7     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:41.377] [bbotk]    FREE     1     7     4     5 943.3116     0.7700000  467.8700 1030.000
## INFO  [12:38:41.377] [bbotk]    FREE     4     7     9     5 910.0824     0.7700000  467.8700 1030.000
## INFO  [12:38:41.377] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:41.377] [bbotk]    FREE     1     7     4     5 901.6036     0.7700000  467.8700 1030.000
## INFO  [12:38:41.377] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  590.4091 1277.193
## INFO  [12:38:41.377] [bbotk]    FREE    10     8     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:41.377] [bbotk]    FREE     1     5     4     5 931.2022     0.7700000  467.8700 1030.000
## INFO  [12:38:41.377] [bbotk]    FREE     1     7     4     5 987.7649     0.7079162  467.8700 1030.000
## INFO  [12:38:41.377] [bbotk]    FREE     1     7     4     5 921.6291     0.7700000  467.8700 1030.000
## INFO  [12:38:41.377] [bbotk]    FREE     1     7     4     5 959.3677     0.7700000  467.8700 1030.000
## INFO  [12:38:41.377] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:41.377] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:38:41.377] [bbotk]         32.47738          29.61000         30.24000         26.85000 129  NA
## INFO  [12:38:41.377] [bbotk]         31.05295          24.35703         30.24000         27.22199 129  NA
## INFO  [12:38:41.377] [bbotk]         29.46251          22.69127         30.24000         27.78745 129  NA
## INFO  [12:38:41.377] [bbotk]         21.98188          29.61000         30.24000         26.85000 129  NA
## INFO  [12:38:41.377] [bbotk]         29.24188          29.61000         30.24000         26.85000 129  NA
## INFO  [12:38:41.377] [bbotk]         29.50846          29.61000         23.84984         26.85000 129  NA
## INFO  [12:38:41.377] [bbotk]         29.24188          29.61000         30.24000         26.85000 129  NA
## INFO  [12:38:41.377] [bbotk]         29.44592          29.61000         30.24000         26.85000 129  NA
## INFO  [12:38:41.377] [bbotk]         29.46166          27.12906         30.24000         26.85000 129  NA
## INFO  [12:38:41.377] [bbotk]         27.55466          29.61000         30.24000         30.37594 129  NA
## INFO  [12:38:41.377] [bbotk]         29.40573          29.61000         22.05025         29.05911 129  NA
## INFO  [12:38:41.377] [bbotk]         29.55554          29.61000         30.24000         26.85000 129  NA
## INFO  [12:38:41.377] [bbotk]         29.47842          29.61000         30.24000         26.85000 129  NA
## INFO  [12:38:41.377] [bbotk]         29.24188          26.30661         30.24000         24.06012 129  NA
## INFO  [12:38:41.377] [bbotk]         29.24188          21.55709         31.38215         26.85000 129  NA
## INFO  [12:38:41.377] [bbotk]         29.24188          29.61000         30.24000         26.85000 129  NA
## INFO  [12:38:41.377] [bbotk]         21.93064          29.61000         30.24000         26.85000 129  NA
## INFO  [12:38:41.377] [bbotk]         29.24188          29.61000         30.24000         26.85000 129  NA
## INFO  [12:38:41.377] [bbotk]         29.24188          29.61000         30.24000         26.85000 129  NA
## INFO  [12:38:41.377] [bbotk]         29.60872          29.61000         30.24000         26.85000 129  NA
## INFO  [12:38:41.377] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:38:41.377] [bbotk]  2561        0.32     0.102078823          4  0.1810155
## INFO  [12:38:41.377] [bbotk]  2562        0.07     0.206132851          6  0.3036918
## INFO  [12:38:41.377] [bbotk]  2563        0.27     0.150508773          6  0.3479784
## INFO  [12:38:41.377] [bbotk]  2564        0.07     0.045774902          3  0.2418562
## INFO  [12:38:41.377] [bbotk]  2565        0.02     0.058823529          1  0.1749689
## INFO  [12:38:41.377] [bbotk]  2566        0.27     0.258392914          7  0.2748625
## INFO  [12:38:41.377] [bbotk]  2567        0.07     0.000635128          1  0.1987835
## INFO  [12:38:41.377] [bbotk]  2568        0.00     0.059659660          2  0.1741328
## INFO  [12:38:41.377] [bbotk]  2569        0.27     0.128167812          4  0.2088149
## INFO  [12:38:41.377] [bbotk]  2570        0.07     0.039295339          3  0.2262554
## INFO  [12:38:41.377] [bbotk]  2571        0.17     0.157815156          6  0.2938929
## INFO  [12:38:41.377] [bbotk]  2572        0.02     0.001285329          1  0.2007040
## INFO  [12:38:41.377] [bbotk]  2573        0.02     0.001109778          2  0.2005284
## INFO  [12:38:41.377] [bbotk]  2574        0.22     0.108182730          5  0.2095748
## INFO  [12:38:41.377] [bbotk]  2575        0.32     0.152431732          4  0.2919023
## INFO  [12:38:41.377] [bbotk]  2576        0.02     0.069171585          2  0.1646208
## INFO  [12:38:41.377] [bbotk]  2577        0.07     0.070495729          3  0.2536029
## INFO  [12:38:41.377] [bbotk]  2578        0.07     0.006955751          1  0.2035395
## INFO  [12:38:41.377] [bbotk]  2579        0.02     0.020328736          1  0.2169125
## INFO  [12:38:41.377] [bbotk]  2580        0.00     0.060326783          2  0.1734656
## INFO  [12:38:41.662] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:38:41.865] [bbotk] Result of batch 130:
## INFO  [12:38:41.877] [bbotk]  stroke heatF laneF heatP laneP    pointP reactiontimeP swimtimeP daytimeP
## INFO  [12:38:41.877] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:41.877] [bbotk]    FREE     4     7     1     5 1000.0560     0.8490487 467.87000 1030.000
## INFO  [12:38:41.877] [bbotk]    BACK     1     5     4     5  950.2782     0.7700000 467.87000 1030.000
## INFO  [12:38:41.877] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:41.877] [bbotk]    FREE     4     5     4     5  902.0000     0.7700000  93.53641 1030.000
## INFO  [12:38:41.877] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:41.877] [bbotk]    BACK     1     5     4     3  902.0000     0.7700000 467.87000 1760.948
## INFO  [12:38:41.877] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000 179.42821 1030.000
## INFO  [12:38:41.877] [bbotk]    FREE     1     9     4     5  955.9187     0.8227314 254.46610 1901.545
## INFO  [12:38:41.877] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000 467.87000 1371.939
## INFO  [12:38:41.877] [bbotk]    FREE     8     5     4     5  902.0000     0.7755784 467.87000 1030.000
## INFO  [12:38:41.877] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:41.877] [bbotk]    FREE     1     5     4     5  945.8511     0.7700000 516.04774 1681.704
## INFO  [12:38:41.877] [bbotk]    FREE     1     5     5     5  902.0000     0.7700000 480.05169 1203.935
## INFO  [12:38:41.877] [bbotk]    FREE     1     0     3     5  932.8639     0.7827454 388.40740 1030.000
## INFO  [12:38:41.877] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:41.877] [bbotk]    FREE     1     5     4     8  902.0000     0.7700000 467.87000 1294.566
## INFO  [12:38:41.877] [bbotk]    FREE     7     7     4     7  902.0000     0.7700000 467.87000 1283.378
## INFO  [12:38:41.877] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:41.877] [bbotk]    FREE     1     0     4     5  934.0091     0.7700000 467.87000 1030.000
## INFO  [12:38:41.877] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:38:41.877] [bbotk]         29.43990          29.61000         30.24000         27.69992 130  NA
## INFO  [12:38:41.877] [bbotk]         29.24188          29.61000         26.55532         26.85000 130  NA
## INFO  [12:38:41.877] [bbotk]         28.39788          29.61000         30.24000         26.85000 130  NA
## INFO  [12:38:41.877] [bbotk]         29.24188          29.61000         30.24000         26.85000 130  NA
## INFO  [12:38:41.877] [bbotk]         29.24188          29.61000         22.44680         26.85000 130  NA
## INFO  [12:38:41.877] [bbotk]         29.37435          29.61000         30.24000         26.85000 130  NA
## INFO  [12:38:41.877] [bbotk]         29.24188          29.61000         39.71689         26.85000 130  NA
## INFO  [12:38:41.877] [bbotk]         34.90110          30.20778         28.08817         26.85000 130  NA
## INFO  [12:38:41.877] [bbotk]         30.65859          29.61000         32.13633         27.55302 130  NA
## INFO  [12:38:41.877] [bbotk]         29.45456          32.87577         30.24000         31.07519 130  NA
## INFO  [12:38:41.877] [bbotk]         29.46158          29.61000         30.24000         26.85000 130  NA
## INFO  [12:38:41.877] [bbotk]         29.46235          29.61000         30.24000         26.85000 130  NA
## INFO  [12:38:41.877] [bbotk]         33.34300          29.61000         30.24000         26.85000 130  NA
## INFO  [12:38:41.877] [bbotk]         33.49892          21.81735         30.24000         28.42905 130  NA
## INFO  [12:38:41.877] [bbotk]         27.40635          29.61000         30.24000         26.85000 130  NA
## INFO  [12:38:41.877] [bbotk]         29.24188          29.61000         30.24000         26.85000 130  NA
## INFO  [12:38:41.877] [bbotk]         29.24188          29.61000         30.24000         26.85000 130  NA
## INFO  [12:38:41.877] [bbotk]         29.24188          29.61000         30.24000         32.79903 130  NA
## INFO  [12:38:41.877] [bbotk]         29.46166          29.61000         30.24000         26.85000 130  NA
## INFO  [12:38:41.877] [bbotk]         29.24188          29.61000         30.24000         26.85000 130  NA
## INFO  [12:38:41.877] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:38:41.877] [bbotk]  2581        0.00    0.0639117371          3  0.1698807
## INFO  [12:38:41.877] [bbotk]  2582        0.12    0.1767906757          5  0.3128685
## INFO  [12:38:41.877] [bbotk]  2583        0.07    0.1382133670          4  0.2316798
## INFO  [12:38:41.877] [bbotk]  2584        0.07    0.0000000000          0  0.1994186
## INFO  [12:38:41.877] [bbotk]  2585        0.12    0.1650909234          4  0.2812363
## INFO  [12:38:41.877] [bbotk]  2586        0.00    0.0593663695          2  0.1744260
## INFO  [12:38:41.877] [bbotk]  2587        0.12    0.2501420076          5  0.2883794
## INFO  [12:38:41.877] [bbotk]  2588        0.17    0.1088841898          5  0.2028244
## INFO  [12:38:41.877] [bbotk]  2589        0.12    0.1676384380          8  0.2762497
## INFO  [12:38:41.877] [bbotk]  2590        0.22    0.1142704348          5  0.1791984
## INFO  [12:38:41.877] [bbotk]  2591        0.00    0.1194588399          4  0.2319806
## INFO  [12:38:41.877] [bbotk]  2592        0.02    0.0009034438          1  0.2003221
## INFO  [12:38:41.877] [bbotk]  2593        0.00    0.1335080124          5  0.1946519
## INFO  [12:38:41.877] [bbotk]  2594        0.17    0.1845124814          7  0.2063360
## INFO  [12:38:41.877] [bbotk]  2595        0.00    0.1431050661          6  0.2215394
## INFO  [12:38:41.877] [bbotk]  2596        0.02    0.0588235294          1  0.1749689
## INFO  [12:38:41.877] [bbotk]  2597        0.00    0.1336252168          3  0.2170935
## INFO  [12:38:41.877] [bbotk]  2598        0.12    0.1628847817          4  0.3088064
## INFO  [12:38:41.877] [bbotk]  2599        0.00    0.0597241420          2  0.1740683
## INFO  [12:38:41.877] [bbotk]  2600        0.12    0.0701662319          2  0.2079265
## INFO  [12:38:42.219] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:38:42.415] [bbotk] Result of batch 131:
## INFO  [12:38:42.423] [bbotk]  stroke heatF laneF heatP laneP    pointP reactiontimeP swimtimeP daytimeP
## INFO  [12:38:42.423] [bbotk]    FREE     1     7     1     5  902.0000     0.7700000  357.7003 1030.000
## INFO  [12:38:42.423] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:42.423] [bbotk]    FREE     1     7     8     1  902.0000     0.7576277  467.8700 1030.000
## INFO  [12:38:42.423] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:42.423] [bbotk]    BACK     1     5    10     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:42.423] [bbotk]    FREE     1     7     4     3  971.4696     0.7700000  467.8700 1030.000
## INFO  [12:38:42.423] [bbotk]  MEDLEY     1     7    12     5  945.3281     0.8052888  467.8700 1030.000
## INFO  [12:38:42.423] [bbotk]    FREE     1     7     1     5  902.0000     0.7700000  467.8700 1139.118
## INFO  [12:38:42.423] [bbotk]    BACK     1     9    12     5 1002.5674     0.7751387  467.8700 1030.000
## INFO  [12:38:42.423] [bbotk]    FREE     6     3     4     5  902.0000     0.7700000  814.2884 1030.000
## INFO  [12:38:42.423] [bbotk]    FREE     1     5     8     5  902.0000     0.7700000  861.5118 1030.000
## INFO  [12:38:42.423] [bbotk]    FREE     1     5     9     4  902.0000     0.7700000  467.8700 1859.813
## INFO  [12:38:42.423] [bbotk]    FREE     1     5     9     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:42.423] [bbotk]    FREE     6     1     4     5 1007.6071     0.7700000  467.8700 1030.000
## INFO  [12:38:42.423] [bbotk]    FREE     2     3     4     5  902.0000     0.7581980  467.8700 1030.000
## INFO  [12:38:42.423] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000  467.8700 1270.297
## INFO  [12:38:42.423] [bbotk]    FREE     1     5     3     8  947.7157     0.7700000  467.8700 1030.000
## INFO  [12:38:42.423] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:42.423] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:42.423] [bbotk]    FREE     1     6     4     5  902.0000     0.7700000  467.8700 1210.233
## INFO  [12:38:42.423] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:38:42.423] [bbotk]         29.65534          29.61000         30.24000         26.85000 131  NA
## INFO  [12:38:42.423] [bbotk]         29.46166          29.61000         30.24000         26.85000 131  NA
## INFO  [12:38:42.423] [bbotk]         29.40573          29.61000         30.24000         26.63712 131  NA
## INFO  [12:38:42.423] [bbotk]         29.46166          29.61000         30.24000         26.85000 131  NA
## INFO  [12:38:42.423] [bbotk]         29.24188          29.61000         37.98352         21.77098 131  NA
## INFO  [12:38:42.423] [bbotk]         32.98641          29.61000         29.77559         26.85000 131  NA
## INFO  [12:38:42.423] [bbotk]         29.45456          34.78566         38.03935         26.85000 131  NA
## INFO  [12:38:42.423] [bbotk]         29.24188          28.36132         30.24000         26.85000 131  NA
## INFO  [12:38:42.423] [bbotk]         29.65534          29.61000         30.24000         29.94719 131  NA
## INFO  [12:38:42.423] [bbotk]         29.24188          29.61000         30.24000         26.85000 131  NA
## INFO  [12:38:42.423] [bbotk]         29.24188          29.61000         30.24000         26.85000 131  NA
## INFO  [12:38:42.423] [bbotk]         32.12594          29.61000         30.24000         26.85000 131  NA
## INFO  [12:38:42.423] [bbotk]         29.45291          22.36558         30.24000         26.85000 131  NA
## INFO  [12:38:42.423] [bbotk]         29.43990          29.61000         30.24000         26.85000 131  NA
## INFO  [12:38:42.423] [bbotk]         30.55101          35.86553         22.09243         27.16881 131  NA
## INFO  [12:38:42.423] [bbotk]         31.87992          29.61000         23.48227         26.80205 131  NA
## INFO  [12:38:42.423] [bbotk]         27.56977          29.61000         30.24000         26.85000 131  NA
## INFO  [12:38:42.423] [bbotk]         29.40082          29.61000         30.24000         26.85000 131  NA
## INFO  [12:38:42.423] [bbotk]         29.24188          29.61000         30.24000         26.85000 131  NA
## INFO  [12:38:42.423] [bbotk]         29.46251          29.70513         30.24000         23.09840 131  NA
## INFO  [12:38:42.423] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:38:42.423] [bbotk]  2601        0.02    0.0673348672          3  0.2078322
## INFO  [12:38:42.423] [bbotk]  2602        0.02    0.0009006126          1  0.2003192
## INFO  [12:38:42.423] [bbotk]  2603        0.00    0.1214113134          5  0.2490250
## INFO  [12:38:42.423] [bbotk]  2604        0.00    0.0597241420          2  0.1740683
## INFO  [12:38:42.423] [bbotk]  2605        0.17    0.2261541196          5  0.3060136
## INFO  [12:38:42.423] [bbotk]  2606        0.22    0.1002318958          4  0.2532529
## INFO  [12:38:42.423] [bbotk]  2607        0.17    0.1840077097          7  0.3096790
## INFO  [12:38:42.423] [bbotk]  2608        0.22    0.0702555106          3  0.2097261
## INFO  [12:38:42.423] [bbotk]  2609        0.02    0.2302263579          7  0.3091631
## INFO  [12:38:42.423] [bbotk]  2610        0.12    0.1390826713          3  0.2728820
## INFO  [12:38:42.423] [bbotk]  2611        0.02    0.1420047559          3  0.2237763
## INFO  [12:38:42.423] [bbotk]  2612        0.00    0.2384043430          5  0.2044815
## INFO  [12:38:42.423] [bbotk]  2613        0.07    0.1466029759          4  0.2272500
## INFO  [12:38:42.423] [bbotk]  2614        0.07    0.1558813110          4  0.2936415
## INFO  [12:38:42.423] [bbotk]  2615        0.32    0.1761858312          7  0.3045704
## INFO  [12:38:42.423] [bbotk]  2616        0.12    0.1054421100          5  0.1935097
## INFO  [12:38:42.423] [bbotk]  2617        0.07    0.1995222463          5  0.2116902
## INFO  [12:38:42.423] [bbotk]  2618        0.00    0.0594748523          2  0.1743176
## INFO  [12:38:42.423] [bbotk]  2619        0.07    0.0000000000          0  0.1994186
## INFO  [12:38:42.423] [bbotk]  2620        0.22    0.0898593098          5  0.2228217
## INFO  [12:38:42.754] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:38:42.955] [bbotk] Result of batch 132:
## INFO  [12:38:42.963] [bbotk]  stroke heatF laneF heatP laneP   pointP reactiontimeP swimtimeP daytimeP
## INFO  [12:38:42.963] [bbotk]    FREE     1     5     4     5 902.0000     0.7895237  467.8700 1030.000
## INFO  [12:38:42.963] [bbotk]    BACK     1     7     4     5 902.0000     0.7700000  268.5935 1030.000
## INFO  [12:38:42.963] [bbotk]    FREE     1     5     4     5 873.5373     0.7700000  467.8700 1030.000
## INFO  [12:38:42.963] [bbotk]    FREE     1     7     4     0 874.9658     0.7700000  467.8700 1850.737
## INFO  [12:38:42.963] [bbotk]  BREAST     1     5     4     5 902.0000     0.7880540  743.9775 1030.000
## INFO  [12:38:42.963] [bbotk]    FREE     1     7     4     5 900.0963     0.7700000  244.4850 1326.748
## INFO  [12:38:42.963] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:42.963] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:42.963] [bbotk]    FREE     1     7     4     5 902.0000     0.7840665  803.6893 1030.000
## INFO  [12:38:42.963] [bbotk]    FREE     6     2     4     5 893.6137     0.7700000  467.8700 1030.000
## INFO  [12:38:42.963] [bbotk]    FREE     1     5     4     5 936.3978     0.7700000  467.8700 1030.000
## INFO  [12:38:42.963] [bbotk]    FREE     8     9     5     6 889.8038     0.7700000  467.8700 1030.000
## INFO  [12:38:42.963] [bbotk]    FREE     6     0     6     5 902.0000     0.7700000  844.9282 1030.000
## INFO  [12:38:42.963] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:42.963] [bbotk]    FREE     1     5     4     5 895.3513     0.7750983  467.8700 1030.000
## INFO  [12:38:42.963] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:42.963] [bbotk]    FREE     9     1     9     5 902.0000     0.7700000  467.8700 1647.462
## INFO  [12:38:42.963] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:42.963] [bbotk]     FLY     1     7     4     5 902.0000     0.7773525  467.8700 1030.000
## INFO  [12:38:42.963] [bbotk]  MEDLEY     8     7     4     5 902.0000     0.7711574  467.8700 1030.000
## INFO  [12:38:42.963] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:38:42.963] [bbotk]         29.24188          29.61000         30.24000         26.85000 132  NA
## INFO  [12:38:42.963] [bbotk]         31.29561          29.61000         30.24000         26.85000 132  NA
## INFO  [12:38:42.963] [bbotk]         29.10047          29.61000         30.24000         26.85000 132  NA
## INFO  [12:38:42.963] [bbotk]         29.24188          29.61000         30.24000         26.85000 132  NA
## INFO  [12:38:42.963] [bbotk]         29.24188          29.61000         30.24000         26.85000 132  NA
## INFO  [12:38:42.963] [bbotk]         26.38963          36.25523         30.24000         26.85000 132  NA
## INFO  [12:38:42.963] [bbotk]         31.38397          35.04362         23.33563         26.85000 132  NA
## INFO  [12:38:42.963] [bbotk]         29.46166          31.30858         30.24000         26.85000 132  NA
## INFO  [12:38:42.963] [bbotk]         26.09010          29.61000         30.24000         30.72223 132  NA
## INFO  [12:38:42.963] [bbotk]         29.24188          29.61000         30.24000         26.85000 132  NA
## INFO  [12:38:42.963] [bbotk]         29.24188          29.61000         30.24000         26.85000 132  NA
## INFO  [12:38:42.963] [bbotk]         29.24188          29.61000         30.24000         24.10061 132  NA
## INFO  [12:38:42.963] [bbotk]         29.24188          29.61000         30.24000         26.85000 132  NA
## INFO  [12:38:42.963] [bbotk]         34.94283          32.96090         30.24000         26.85000 132  NA
## INFO  [12:38:42.963] [bbotk]         29.37028          29.61967         24.27231         26.85000 132  NA
## INFO  [12:38:42.963] [bbotk]         29.45456          29.61000         30.24000         26.85000 132  NA
## INFO  [12:38:42.963] [bbotk]         29.24188          26.84369         30.24000         26.85000 132  NA
## INFO  [12:38:42.963] [bbotk]         29.47842          29.61000         30.24000         26.85000 132  NA
## INFO  [12:38:42.963] [bbotk]         23.48192          29.61000         30.24000         26.85000 132  NA
## INFO  [12:38:42.963] [bbotk]         25.80960          29.61000         30.24000         29.26326 132  NA
## INFO  [12:38:42.963] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:38:42.963] [bbotk]  2621        0.02      0.06201368          2  0.1748911
## INFO  [12:38:42.963] [bbotk]  2622        0.02      0.07957009          3  0.2788910
## INFO  [12:38:42.963] [bbotk]  2623        0.07      0.06948897          3  0.1856343
## INFO  [12:38:42.963] [bbotk]  2624        0.07      0.11797073          3  0.2921719
## INFO  [12:38:42.963] [bbotk]  2625        0.17      0.13768199          4  0.2463146
## INFO  [12:38:42.963] [bbotk]  2626        0.32      0.06987446          5  0.2687907
## INFO  [12:38:42.963] [bbotk]  2627        0.32      0.05135897          3  0.2490952
## INFO  [12:38:42.963] [bbotk]  2628        0.02      0.06631061          3  0.1674818
## INFO  [12:38:42.963] [bbotk]  2629        0.12      0.05547833          4  0.2544923
## INFO  [12:38:42.963] [bbotk]  2630        0.27      0.12061882          3  0.2023904
## INFO  [12:38:42.963] [bbotk]  2631        0.00      0.07101268          2  0.1644791
## INFO  [12:38:42.963] [bbotk]  2632        0.42      0.25345072          6  0.2099425
## INFO  [12:38:42.963] [bbotk]  2633        0.22      0.19980213          4  0.2815737
## INFO  [12:38:42.963] [bbotk]  2634        0.27      0.03635475          2  0.2357734
## INFO  [12:38:42.963] [bbotk]  2635        0.12      0.08116951          6  0.1945214
## INFO  [12:38:42.963] [bbotk]  2636        0.00      0.05969505          2  0.1740974
## INFO  [12:38:42.963] [bbotk]  2637        0.22      0.22448813          5  0.3051352
## INFO  [12:38:42.963] [bbotk]  2638        0.00      0.05979284          2  0.1739996
## INFO  [12:38:42.963] [bbotk]  2639        0.12      0.08362789          3  0.2826419
## INFO  [12:38:42.963] [bbotk]  2640        0.07      0.14404430          5  0.3430583
## INFO  [12:38:43.340] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:38:43.598] [bbotk] Result of batch 133:
## INFO  [12:38:43.606] [bbotk]  stroke heatF laneF heatP laneP   pointP reactiontimeP swimtimeP daytimeP
## INFO  [12:38:43.606] [bbotk]  MEDLEY     6     7     4     0 905.2061     0.7759490 467.87000 1030.000
## INFO  [12:38:43.606] [bbotk]    FREE     1     5     4     5 902.0000     0.7852030 963.91201 1030.000
## INFO  [12:38:43.606] [bbotk]    FREE     1     5     4     5 958.5540     0.7700000 467.87000 1030.000
## INFO  [12:38:43.606] [bbotk]  BREAST    10     5     4     5 902.0000     0.7929029 467.87000 1030.000
## INFO  [12:38:43.606] [bbotk]    BACK     1     7     4     5 935.5865     0.7700000 467.87000 1030.000
## INFO  [12:38:43.606] [bbotk]    FREE     1     7     4     5 931.3315     0.7700000 467.87000 1771.601
## INFO  [12:38:43.606] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000 584.64344 1030.000
## INFO  [12:38:43.606] [bbotk]  MEDLEY     1     4    12     5 902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:43.606] [bbotk]    FREE     6     5     4     5 930.6824     0.7700000  24.51833 1810.793
## INFO  [12:38:43.606] [bbotk]    FREE     1     7     4     5 904.6731     0.7700000 467.87000 1030.000
## INFO  [12:38:43.606] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:43.606] [bbotk]    FREE     1     7     4     5 887.0332     0.7700000 467.87000 1030.000
## INFO  [12:38:43.606] [bbotk]    FREE     1     5     4     5 902.0000     0.8010500 467.87000 1030.000
## INFO  [12:38:43.606] [bbotk]    FREE     3     5     4     5 902.0000     0.7754344 467.87000 1086.819
## INFO  [12:38:43.606] [bbotk]     FLY     1     7     4     5 943.2222     0.7755973 467.87000 1030.000
## INFO  [12:38:43.606] [bbotk]    FREE     1     4     4     4 902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:43.606] [bbotk]    FREE     1     2     4     5 902.0000     0.7674281 467.87000 1322.241
## INFO  [12:38:43.606] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:43.606] [bbotk]    FREE     7     5     4     5 902.0000     0.7700000  75.75446 1030.000
## INFO  [12:38:43.606] [bbotk]    FREE     1     0     4     7 902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:43.606] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:38:43.606] [bbotk]         29.24188          29.61000         27.92164         26.85000 133  NA
## INFO  [12:38:43.606] [bbotk]         29.24188          29.61000         30.24000         26.85000 133  NA
## INFO  [12:38:43.606] [bbotk]         29.46256          29.61000         30.24000         26.85000 133  NA
## INFO  [12:38:43.606] [bbotk]         30.01418          29.61000         30.24000         26.85000 133  NA
## INFO  [12:38:43.606] [bbotk]         29.24188          24.31039         35.93172         26.85000 133  NA
## INFO  [12:38:43.606] [bbotk]         29.46251          29.61000         30.24000         26.85000 133  NA
## INFO  [12:38:43.606] [bbotk]         29.24188          28.83824         30.21798         26.85000 133  NA
## INFO  [12:38:43.606] [bbotk]         29.47493          29.61000         30.24000         26.85000 133  NA
## INFO  [12:38:43.606] [bbotk]         29.24188          29.61000         25.22351         26.85000 133  NA
## INFO  [12:38:43.606] [bbotk]         29.74990          29.61000         30.24000         26.85000 133  NA
## INFO  [12:38:43.606] [bbotk]         29.47842          29.61000         30.24000         26.85000 133  NA
## INFO  [12:38:43.606] [bbotk]         29.24188          29.61000         38.25972         26.85000 133  NA
## INFO  [12:38:43.606] [bbotk]         29.43990          29.61000         30.24000         26.85000 133  NA
## INFO  [12:38:43.606] [bbotk]         30.57796          29.61000         21.67114         27.60150 133  NA
## INFO  [12:38:43.606] [bbotk]         29.24188          29.61000         30.24000         26.85000 133  NA
## INFO  [12:38:43.606] [bbotk]         29.65534          25.82874         30.24000         26.85000 133  NA
## INFO  [12:38:43.606] [bbotk]         29.24188          29.61000         30.24000         26.85000 133  NA
## INFO  [12:38:43.606] [bbotk]         29.39221          29.61000         30.24000         26.85000 133  NA
## INFO  [12:38:43.606] [bbotk]         21.95828          29.61000         35.69565         26.85000 133  NA
## INFO  [12:38:43.606] [bbotk]         29.47374          23.08308         30.24000         31.25134 133  NA
## INFO  [12:38:43.606] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:38:43.606] [bbotk]  2641        0.17     0.185801968          6  0.3580641
## INFO  [12:38:43.606] [bbotk]  2642        0.02     0.092001672          3  0.2006342
## INFO  [12:38:43.606] [bbotk]  2643        0.00     0.079768246          3  0.1714260
## INFO  [12:38:43.606] [bbotk]  2644        0.12     0.183377604          5  0.2899256
## INFO  [12:38:43.606] [bbotk]  2645        0.17     0.109008505          4  0.2910528
## INFO  [12:38:43.606] [bbotk]  2646        0.02     0.056086068          3  0.2526698
## INFO  [12:38:43.606] [bbotk]  2647        0.17     0.010286881          3  0.2084438
## INFO  [12:38:43.606] [bbotk]  2648        0.07     0.177425601          4  0.2591972
## INFO  [12:38:43.606] [bbotk]  2649        0.22     0.218029252          6  0.3033384
## INFO  [12:38:43.606] [bbotk]  2650        0.02     0.003029002          2  0.2005532
## INFO  [12:38:43.606] [bbotk]  2651        0.00     0.059792838          2  0.1739996
## INFO  [12:38:43.606] [bbotk]  2652        0.12     0.030290294          2  0.2297089
## INFO  [12:38:43.606] [bbotk]  2653        0.00     0.064708532          3  0.1759630
## INFO  [12:38:43.606] [bbotk]  2654        0.07     0.157920593          7  0.2469141
## INFO  [12:38:43.606] [bbotk]  2655        0.12     0.074345553          3  0.2709293
## INFO  [12:38:43.606] [bbotk]  2656        0.07     0.134003642          4  0.1814273
## INFO  [12:38:43.606] [bbotk]  2657        0.27     0.076893294          3  0.1578244
## INFO  [12:38:43.606] [bbotk]  2658        0.00     0.059439566          2  0.1743528
## INFO  [12:38:43.606] [bbotk]  2659        0.02     0.188754730          5  0.2936837
## INFO  [12:38:43.606] [bbotk]  2660        0.32     0.166053462          5  0.2922473
## INFO  [12:38:43.922] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:38:44.107] [bbotk] Result of batch 134:
## INFO  [12:38:44.113] [bbotk]  stroke heatF laneF heatP laneP   pointP reactiontimeP swimtimeP daytimeP
## INFO  [12:38:44.113] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:44.113] [bbotk]    BACK     1     7     4     2 902.0000     0.7700000  467.8700 1221.556
## INFO  [12:38:44.113] [bbotk]    FREE     1     7    11     6 902.0000     0.7700000  467.8700 1260.763
## INFO  [12:38:44.113] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:44.113] [bbotk]    FREE     5     5     5     9 902.0000     0.7778727  757.1242 1592.416
## INFO  [12:38:44.113] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:44.113] [bbotk]     FLY     1     7     4     5 902.0000     0.7980793  467.8700 1030.000
## INFO  [12:38:44.113] [bbotk]    BACK     1     7     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:44.113] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:44.113] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:44.113] [bbotk]    FREE     8     7     4     5 938.7993     0.7268759  123.3646 1030.000
## INFO  [12:38:44.113] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  550.8133 1030.000
## INFO  [12:38:44.113] [bbotk]    FREE     1     8     4     5 967.4864     0.7700000  467.8700 1030.000
## INFO  [12:38:44.113] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:44.113] [bbotk]    FREE     1     7     4     5 899.1817     0.7873007  168.2737 1030.000
## INFO  [12:38:44.113] [bbotk]    FREE     8     1     4     8 902.0000     0.7422520  327.0624 1030.000
## INFO  [12:38:44.113] [bbotk]    FREE     1     5     4     1 934.0091     0.7700000  467.8700 1744.248
## INFO  [12:38:44.113] [bbotk]    FREE     1     7     4     9 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:44.113] [bbotk]  MEDLEY     1     5     4     4 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:44.113] [bbotk]    FREE     1     5     1     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:44.113] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:38:44.113] [bbotk]         29.24188          29.61000         30.24000         26.85000 134  NA
## INFO  [12:38:44.113] [bbotk]         29.24188          29.61000         30.24000         32.40054 134  NA
## INFO  [12:38:44.113] [bbotk]         27.89937          22.66901         30.24000         26.85000 134  NA
## INFO  [12:38:44.113] [bbotk]         29.24188          29.61000         24.34940         23.60620 134  NA
## INFO  [12:38:44.113] [bbotk]         29.24188          29.61000         37.40965         26.85000 134  NA
## INFO  [12:38:44.113] [bbotk]         29.45291          29.61000         30.24000         26.85000 134  NA
## INFO  [12:38:44.113] [bbotk]         29.24188          29.61000         30.24000         26.85000 134  NA
## INFO  [12:38:44.113] [bbotk]         24.97549          29.61000         30.24000         26.85000 134  NA
## INFO  [12:38:44.113] [bbotk]         29.24188          29.61000         30.24000         26.85000 134  NA
## INFO  [12:38:44.113] [bbotk]         29.24188          29.61000         30.24000         26.85000 134  NA
## INFO  [12:38:44.113] [bbotk]         29.24188          29.61000         30.24000         25.46952 134  NA
## INFO  [12:38:44.113] [bbotk]         29.50666          29.61000         29.31552         21.60528 134  NA
## INFO  [12:38:44.113] [bbotk]         29.46325          25.08688         30.24000         26.85000 134  NA
## INFO  [12:38:44.113] [bbotk]         29.24188          29.61000         30.24000         26.85000 134  NA
## INFO  [12:38:44.113] [bbotk]         29.50782          29.61000         30.24000         26.85000 134  NA
## INFO  [12:38:44.113] [bbotk]         29.56433          29.61000         30.24000         23.75970 134  NA
## INFO  [12:38:44.113] [bbotk]         29.24188          29.61000         30.24000         26.85000 134  NA
## INFO  [12:38:44.113] [bbotk]         27.42176          29.61000         30.24000         26.85000 134  NA
## INFO  [12:38:44.113] [bbotk]         22.64694          29.61000         30.24000         26.85000 134  NA
## INFO  [12:38:44.113] [bbotk]         21.89266          29.61000         24.98605         26.85000 134  NA
## INFO  [12:38:44.113] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:38:44.113] [bbotk]  2661        0.02      0.05882353          1  0.1749689
## INFO  [12:38:44.113] [bbotk]  2662        0.22      0.15714590          4  0.2909452
## INFO  [12:38:44.113] [bbotk]  2663        0.32      0.16399952          5  0.2362836
## INFO  [12:38:44.113] [bbotk]  2664        0.22      0.03467572          2  0.2304998
## INFO  [12:38:44.113] [bbotk]  2665        0.02      0.31078351          8  0.2742879
## INFO  [12:38:44.113] [bbotk]  2666        0.00      0.05968831          2  0.1741041
## INFO  [12:38:44.113] [bbotk]  2667        0.17      0.06341166          2  0.2628303
## INFO  [12:38:44.113] [bbotk]  2668        0.07      0.07630621          2  0.2753202
## INFO  [12:38:44.113] [bbotk]  2669        0.07      0.00000000          0  0.1994186
## INFO  [12:38:44.113] [bbotk]  2670        0.07      0.00000000          0  0.1994186
## INFO  [12:38:44.113] [bbotk]  2671        0.02      0.10717384          5  0.2886758
## INFO  [12:38:44.113] [bbotk]  2672        0.17      0.03548892          4  0.2313130
## INFO  [12:38:44.113] [bbotk]  2673        0.22      0.10047526          4  0.2371110
## INFO  [12:38:44.113] [bbotk]  2674        0.02      0.05882353          1  0.1749689
## INFO  [12:38:44.113] [bbotk]  2675        0.02      0.02345374          4  0.2227746
## INFO  [12:38:44.113] [bbotk]  2676        0.27      0.20658905          7  0.2216126
## INFO  [12:38:44.113] [bbotk]  2677        0.00      0.17212590          4  0.2445106
## INFO  [12:38:44.113] [bbotk]  2678        0.12      0.06628195          2  0.2509916
## INFO  [12:38:44.113] [bbotk]  2679        0.02      0.20349515          4  0.2270026
## INFO  [12:38:44.113] [bbotk]  2680        0.22      0.16413196          4  0.2422257
## INFO  [12:38:44.433] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:38:44.589] [bbotk] Result of batch 135:
## INFO  [12:38:44.595] [bbotk]  stroke heatF laneF heatP laneP   pointP reactiontimeP swimtimeP daytimeP
## INFO  [12:38:44.595] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:44.595] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:44.595] [bbotk]    FREE     1     7     8     5 902.0000     0.7922514  65.91046 1030.000
## INFO  [12:38:44.595] [bbotk]    FREE     5     7     4     5 943.1239     0.7700000 467.87000 1030.000
## INFO  [12:38:44.595] [bbotk]    FREE     1     1     4     5 981.0164     0.7670170 467.87000 1030.000
## INFO  [12:38:44.595] [bbotk]    FREE    11     0     4     5 902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:44.595] [bbotk]    FREE    11     5     4     5 902.0000     0.7462368 857.93399 1030.000
## INFO  [12:38:44.595] [bbotk]    FREE     1     7    12     5 902.0000     0.7700000 366.40889 1320.219
## INFO  [12:38:44.595] [bbotk]    FREE     1     5    10     5 902.0000     0.7651703 467.87000 1060.673
## INFO  [12:38:44.595] [bbotk]    FREE    11     7     4     8 902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:44.595] [bbotk]    FREE     1     5    10     7 902.0000     0.7700000 507.03656 1243.589
## INFO  [12:38:44.595] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:44.595] [bbotk]     FLY     1     5     4     4 902.0000     0.7700000 467.87000 1574.482
## INFO  [12:38:44.595] [bbotk]  BREAST     1     7     4     5 902.0000     0.7531510 467.87000 1030.000
## INFO  [12:38:44.595] [bbotk]    FREE     1     7     4     5 902.1709     0.7700000 467.87000 1030.000
## INFO  [12:38:44.595] [bbotk]    FREE     1     7     4     5 937.4041     0.7700000 467.87000 1030.000
## INFO  [12:38:44.595] [bbotk]     FLY     6     5     4     5 890.3510     0.7700000 467.87000 1030.000
## INFO  [12:38:44.595] [bbotk]  MEDLEY     1     6     4     0 902.0000     0.7316905 467.87000 1030.000
## INFO  [12:38:44.595] [bbotk]    FREE     1     7     4     3 902.0000     0.7696376 467.87000 1030.000
## INFO  [12:38:44.595] [bbotk]    FREE     5     7     4     8 902.0000     0.7700000 356.46155 1358.935
## INFO  [12:38:44.595] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:38:44.595] [bbotk]         29.45241          29.61000         30.24000         26.85000 135  NA
## INFO  [12:38:44.595] [bbotk]         29.47821          29.61000         30.24000         26.85000 135  NA
## INFO  [12:38:44.595] [bbotk]         26.43398          29.61000         30.24000         26.85000 135  NA
## INFO  [12:38:44.595] [bbotk]         29.36279          21.39933         30.44705         26.85000 135  NA
## INFO  [12:38:44.595] [bbotk]         29.24188          29.61000         30.24000         26.85000 135  NA
## INFO  [12:38:44.595] [bbotk]         29.24188          29.61000         30.24000         23.26380 135  NA
## INFO  [12:38:44.595] [bbotk]         29.24188          29.61000         34.05275         26.85000 135  NA
## INFO  [12:38:44.595] [bbotk]         29.24188          29.61000         30.24000         26.85000 135  NA
## INFO  [12:38:44.595] [bbotk]         29.24188          24.35360         30.24000         30.71108 135  NA
## INFO  [12:38:44.595] [bbotk]         33.42240          29.61000         36.59149         26.85000 135  NA
## INFO  [12:38:44.595] [bbotk]         29.24188          29.61000         30.24000         28.80986 135  NA
## INFO  [12:38:44.595] [bbotk]         29.24188          29.61000         30.24000         26.85000 135  NA
## INFO  [12:38:44.595] [bbotk]         29.24188          29.61000         30.24000         26.85000 135  NA
## INFO  [12:38:44.595] [bbotk]         29.96829          29.61000         30.24000         26.85000 135  NA
## INFO  [12:38:44.595] [bbotk]         29.66418          29.61000         30.24000         26.85000 135  NA
## INFO  [12:38:44.595] [bbotk]         29.24188          29.61000         30.24000         26.85000 135  NA
## INFO  [12:38:44.595] [bbotk]         29.24188          30.61171         30.24000         26.85000 135  NA
## INFO  [12:38:44.595] [bbotk]         21.77763          29.61000         30.24000         26.85000 135  NA
## INFO  [12:38:44.595] [bbotk]         25.33449          29.61000         30.24000         26.85000 135  NA
## INFO  [12:38:44.595] [bbotk]         29.24188          29.61000         30.24000         26.85000 135  NA
## INFO  [12:38:44.595] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:38:44.595] [bbotk]  2681        0.00    0.0596862568          2  0.1741062
## INFO  [12:38:44.595] [bbotk]  2682        0.02    0.0009684593          1  0.2003871
## INFO  [12:38:44.595] [bbotk]  2683        0.17    0.0988378740          4  0.2389306
## INFO  [12:38:44.595] [bbotk]  2684        0.12    0.1063745932          5  0.3018338
## INFO  [12:38:44.595] [bbotk]  2685        0.12    0.0873110991          3  0.2240965
## INFO  [12:38:44.595] [bbotk]  2686        0.27    0.1356926610          3  0.2743756
## INFO  [12:38:44.595] [bbotk]  2687        0.02    0.1575454438          5  0.2582296
## INFO  [12:38:44.595] [bbotk]  2688        0.00    0.0826291266          3  0.2231265
## INFO  [12:38:44.595] [bbotk]  2689        0.07    0.1600998044          6  0.2391685
## INFO  [12:38:44.595] [bbotk]  2690        0.07    0.1545669366          4  0.2963056
## INFO  [12:38:44.595] [bbotk]  2691        0.12    0.2016554626          6  0.2265562
## INFO  [12:38:44.595] [bbotk]  2692        0.02    0.0588235294          1  0.1749689
## INFO  [12:38:44.595] [bbotk]  2693        0.07    0.2093539185          4  0.2342546
## INFO  [12:38:44.595] [bbotk]  2694        0.17    0.0645533187          3  0.2584658
## INFO  [12:38:44.595] [bbotk]  2695        0.02    0.0017910823          2  0.2010886
## INFO  [12:38:44.595] [bbotk]  2696        0.02    0.0125457314          1  0.2091295
## INFO  [12:38:44.595] [bbotk]  2697        0.22    0.1844827704          5  0.2928596
## INFO  [12:38:44.595] [bbotk]  2698        0.17    0.2133170948          5  0.2772320
## INFO  [12:38:44.595] [bbotk]  2699        0.22    0.0748943144          3  0.2596040
## INFO  [12:38:44.595] [bbotk]  2700        0.07    0.1444064022          4  0.2866982
## INFO  [12:38:44.808] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:38:44.965] [bbotk] Result of batch 136:
## INFO  [12:38:44.971] [bbotk]  stroke heatF laneF heatP laneP   pointP reactiontimeP swimtimeP  daytimeP
## INFO  [12:38:44.971] [bbotk]  BREAST     1     5     6     5 902.0000     0.7802852  467.8700 1030.0000
## INFO  [12:38:44.971] [bbotk]  MEDLEY     1     7     4     5 866.9529     0.7862330  467.8700 1064.2388
## INFO  [12:38:44.971] [bbotk]  MEDLEY    10     7     4     5 902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:38:44.971] [bbotk]    FREE     4     6     2     5 902.0000     0.7886834  505.2687 1557.0805
## INFO  [12:38:44.971] [bbotk]    BACK     1     7     8     5 902.0000     0.7700000  135.2121 1030.0000
## INFO  [12:38:44.971] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  200.0107 1030.0000
## INFO  [12:38:44.971] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:38:44.971] [bbotk]    FREE     1     5     4     5 870.0681     0.7700000  467.8700 1030.0000
## INFO  [12:38:44.971] [bbotk]    FREE     1     7     8     5 902.0000     0.7753978  203.4916 1030.0000
## INFO  [12:38:44.971] [bbotk]    FREE     5     5     4     5 902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:38:44.971] [bbotk]  MEDLEY     1     7     8     5 902.0000     0.7700000  467.8700 1418.5051
## INFO  [12:38:44.971] [bbotk]    FREE     3     8     4     5 902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:38:44.971] [bbotk]  MEDLEY     1     5     4     5 902.0000     0.7700000  671.9114 1030.0000
## INFO  [12:38:44.971] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:38:44.971] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:38:44.971] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:38:44.971] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:38:44.971] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  467.8700 1255.7946
## INFO  [12:38:44.971] [bbotk]    FREE     6     5     9     5 926.1368     0.7700000  467.8700 1030.0000
## INFO  [12:38:44.971] [bbotk]     FLY     2     0     6     3 902.0000     0.7700000  467.8700  967.8882
## INFO  [12:38:44.971] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:38:44.971] [bbotk]         29.24188          29.61000         21.44551         26.85000 136  NA
## INFO  [12:38:44.971] [bbotk]         23.83915          29.61000         30.24000         28.18214 136  NA
## INFO  [12:38:44.971] [bbotk]         29.24188          29.61000         30.24000         28.71283 136  NA
## INFO  [12:38:44.971] [bbotk]         29.24188          29.61000         30.24000         26.85000 136  NA
## INFO  [12:38:44.971] [bbotk]         28.95075          29.61000         30.24000         26.85000 136  NA
## INFO  [12:38:44.971] [bbotk]         29.24188          29.61000         34.81477         26.85000 136  NA
## INFO  [12:38:44.971] [bbotk]         29.50666          29.61000         30.24000         26.85000 136  NA
## INFO  [12:38:44.971] [bbotk]         29.24188          27.83933         30.24000         29.17155 136  NA
## INFO  [12:38:44.971] [bbotk]         29.67082          29.61000         30.24000         27.67387 136  NA
## INFO  [12:38:44.971] [bbotk]         29.24188          29.61000         30.24000         22.73956 136  NA
## INFO  [12:38:44.971] [bbotk]         29.65534          33.46715         30.24000         32.61384 136  NA
## INFO  [12:38:44.971] [bbotk]         29.24188          25.24157         30.66234         26.85000 136  NA
## INFO  [12:38:44.971] [bbotk]         29.24188          34.12522         23.42098         26.85000 136  NA
## INFO  [12:38:44.971] [bbotk]         29.44592          29.61000         30.24000         26.85000 136  NA
## INFO  [12:38:44.971] [bbotk]         29.53084          29.61000         30.24000         26.85000 136  NA
## INFO  [12:38:44.971] [bbotk]         29.24188          29.61000         30.24000         26.85000 136  NA
## INFO  [12:38:44.971] [bbotk]         29.45291          29.61000         30.24000         26.85000 136  NA
## INFO  [12:38:44.971] [bbotk]         29.55554          29.61000         30.24000         26.85000 136  NA
## INFO  [12:38:44.971] [bbotk]         29.24188          29.61000         30.24000         26.85000 136  NA
## INFO  [12:38:44.971] [bbotk]         29.50846          29.61000         30.24000         26.85000 136  NA
## INFO  [12:38:44.971] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:38:44.971] [bbotk]  2701        0.27    0.2055517504          5  0.2816775
## INFO  [12:38:44.971] [bbotk]  2702        0.12    0.1048054622          6  0.3038194
## INFO  [12:38:44.971] [bbotk]  2703        0.07    0.1270207415          3  0.3264394
## INFO  [12:38:44.971] [bbotk]  2704        0.12    0.2136699665          6  0.2878088
## INFO  [12:38:44.971] [bbotk]  2705        0.02    0.1394241827          4  0.2645981
## INFO  [12:38:44.971] [bbotk]  2706        0.07    0.0308279330          2  0.2301488
## INFO  [12:38:44.971] [bbotk]  2707        0.00    0.0599085702          2  0.1738838
## INFO  [12:38:44.971] [bbotk]  2708        0.17    0.0886868202          4  0.1814683
## INFO  [12:38:44.971] [bbotk]  2709        0.00    0.0819680627          5  0.2224654
## INFO  [12:38:44.971] [bbotk]  2710        0.12    0.1383306036          3  0.2544760
## INFO  [12:38:44.971] [bbotk]  2711        0.27    0.1867645926          6  0.2906985
## INFO  [12:38:44.971] [bbotk]  2712        0.32    0.1359020621          4  0.2753727
## INFO  [12:38:44.971] [bbotk]  2713        0.32    0.1690267034          5  0.2661147
## INFO  [12:38:44.971] [bbotk]  2714        0.02    0.0008361309          1  0.2002548
## INFO  [12:38:44.971] [bbotk]  2715        0.00    0.0600076308          2  0.1737848
## INFO  [12:38:44.971] [bbotk]  2716        0.07    0.0000000000          0  0.1994186
## INFO  [12:38:44.971] [bbotk]  2717        0.00    0.0596883069          2  0.1741041
## INFO  [12:38:44.971] [bbotk]  2718        0.00    0.0737454475          3  0.1768116
## INFO  [12:38:44.971] [bbotk]  2719        0.02    0.1850236579          4  0.2574084
## INFO  [12:38:44.971] [bbotk]  2720        0.27    0.2989611977          7  0.3481113
## INFO  [12:38:45.214] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:38:45.375] [bbotk] Result of batch 137:
## INFO  [12:38:45.384] [bbotk]  stroke heatF laneF heatP laneP    pointP reactiontimeP swimtimeP daytimeP
## INFO  [12:38:45.384] [bbotk]    FREE     1     9     4     5  962.7735     0.7700000 467.87000 1030.000
## INFO  [12:38:45.384] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:45.384] [bbotk]    FREE     1     5     4     2  902.0000     0.7700000  72.96997 1030.000
## INFO  [12:38:45.384] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:45.384] [bbotk]    FREE     1     7     4     5  899.7609     0.7700000 467.87000 1030.000
## INFO  [12:38:45.384] [bbotk]    BACK     1     4     4     5  902.0000     0.7700000 722.43763 1030.000
## INFO  [12:38:45.384] [bbotk]    FREE     1     5     4     5  913.0008     0.7700000 467.87000 1030.000
## INFO  [12:38:45.384] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:45.384] [bbotk]    FREE     1     7     4     2  902.0000     0.7460193 467.87000 1218.143
## INFO  [12:38:45.384] [bbotk]  BREAST     1     7     4     4  907.1305     0.7566428 756.09043 1030.000
## INFO  [12:38:45.384] [bbotk]    FREE     1     7     9     5  993.4819     0.7700000 278.99626 1030.000
## INFO  [12:38:45.384] [bbotk]    FREE     1     8     4     5  902.0000     0.7700000 467.87000 1370.691
## INFO  [12:38:45.384] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:45.384] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:45.384] [bbotk]    FREE     1     2     4     5  902.0000     0.7458868 467.87000 1627.904
## INFO  [12:38:45.384] [bbotk]    FREE     1     6     4     5  902.0000     0.7700000 969.35043 1030.000
## INFO  [12:38:45.384] [bbotk]    BACK     5     5     4     9  902.0000     0.7700000 737.18483 1259.829
## INFO  [12:38:45.384] [bbotk]    FREE     1     7    11     4  902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:45.384] [bbotk]    BACK     1     5     4     1  902.0000     0.7803725 367.97102 1030.000
## INFO  [12:38:45.384] [bbotk]  MEDLEY     9     5     4     5 1004.3930     0.7700000 467.87000 1030.000
## INFO  [12:38:45.384] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:38:45.384] [bbotk]         29.24188          29.61000         38.90667         26.85000 137  NA
## INFO  [12:38:45.384] [bbotk]         29.50666          29.61000         30.24000         26.85000 137  NA
## INFO  [12:38:45.384] [bbotk]         29.56952          29.61000         28.97600         23.93867 137  NA
## INFO  [12:38:45.384] [bbotk]         29.45291          29.61000         30.24000         26.85000 137  NA
## INFO  [12:38:45.384] [bbotk]         30.04588          29.61000         30.24000         26.85000 137  NA
## INFO  [12:38:45.384] [bbotk]         29.43467          29.61000         30.24000         27.65412 137  NA
## INFO  [12:38:45.384] [bbotk]         29.24188          36.24956         24.38091         26.85000 137  NA
## INFO  [12:38:45.384] [bbotk]         29.46139          29.61000         33.01812         26.85000 137  NA
## INFO  [12:38:45.384] [bbotk]         29.24188          29.61000         30.24000         22.26540 137  NA
## INFO  [12:38:45.384] [bbotk]         29.24188          29.61000         26.16362         29.10151 137  NA
## INFO  [12:38:45.384] [bbotk]         29.24188          36.48232         30.24000         26.85000 137  NA
## INFO  [12:38:45.384] [bbotk]         29.24188          29.61000         38.38540         26.85000 137  NA
## INFO  [12:38:45.384] [bbotk]         29.24188          29.61000         30.24000         26.85000 137  NA
## INFO  [12:38:45.384] [bbotk]         29.50846          29.61000         30.24000         26.85000 137  NA
## INFO  [12:38:45.384] [bbotk]         29.24188          29.61000         32.19068         26.85000 137  NA
## INFO  [12:38:45.384] [bbotk]         25.77461          26.54242         30.24000         26.85000 137  NA
## INFO  [12:38:45.384] [bbotk]         29.46491          31.28002         30.24000         26.85000 137  NA
## INFO  [12:38:45.384] [bbotk]         29.39907          29.61000         30.24000         31.22036 137  NA
## INFO  [12:38:45.384] [bbotk]         29.48936          29.61000         30.24000         26.85000 137  NA
## INFO  [12:38:45.384] [bbotk]         29.47068          29.61000         30.24000         26.85000 137  NA
## INFO  [12:38:45.384] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:38:45.384] [bbotk]  2721        0.17     0.107361498          3  0.2451217
## INFO  [12:38:45.384] [bbotk]  2722        0.02     0.001085041          1  0.2005037
## INFO  [12:38:45.384] [bbotk]  2723        0.32     0.162013077          6  0.2317280
## INFO  [12:38:45.384] [bbotk]  2724        0.00     0.059688307          2  0.1741041
## INFO  [12:38:45.384] [bbotk]  2725        0.02     0.004088083          2  0.2035067
## INFO  [12:38:45.384] [bbotk]  2726        0.07     0.138235465          5  0.2788306
## INFO  [12:38:45.384] [bbotk]  2727        0.37     0.106722378          4  0.2002588
## INFO  [12:38:45.384] [bbotk]  2728        0.02     0.009555173          2  0.2089738
## INFO  [12:38:45.384] [bbotk]  2729        0.27     0.097174129          4  0.2209151
## INFO  [12:38:45.384] [bbotk]  2730        0.37     0.163512169          7  0.2981866
## INFO  [12:38:45.384] [bbotk]  2731        0.17     0.129576289          4  0.2672388
## INFO  [12:38:45.384] [bbotk]  2732        0.22     0.104777368          3  0.2453725
## INFO  [12:38:45.384] [bbotk]  2733        0.02     0.058823529          1  0.1749689
## INFO  [12:38:45.384] [bbotk]  2734        0.00     0.059915914          2  0.1738765
## INFO  [12:38:45.384] [bbotk]  2735        0.27     0.104950921          4  0.1788424
## INFO  [12:38:45.384] [bbotk]  2736        0.17     0.115956995          4  0.2470646
## INFO  [12:38:45.384] [bbotk]  2737        0.00     0.273228660          8  0.3569529
## INFO  [12:38:45.384] [bbotk]  2738        0.00     0.140282631          4  0.2240069
## INFO  [12:38:45.384] [bbotk]  2739        0.00     0.185361092          6  0.2653590
## INFO  [12:38:45.384] [bbotk]  2740        0.00     0.213692006          5  0.3052832
## INFO  [12:38:45.635] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:38:45.776] [bbotk] Result of batch 138:
## INFO  [12:38:45.782] [bbotk]  stroke heatF laneF heatP laneP   pointP reactiontimeP swimtimeP daytimeP
## INFO  [12:38:45.782] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:45.782] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:45.782] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:45.782] [bbotk]    FREE     3     0     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:45.782] [bbotk]     FLY     1     5     9     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:45.782] [bbotk]    FREE     2     2     4     1 902.0000     0.7700000  507.8017 1030.000
## INFO  [12:38:45.782] [bbotk]    FREE     1     9    12     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:45.782] [bbotk]    FREE     1     5     7     5 982.2651     0.7700000  365.9110 1030.000
## INFO  [12:38:45.782] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:45.782] [bbotk]    FREE     8     7     4     5 900.9380     0.7700000  467.8700 1030.000
## INFO  [12:38:45.782] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:45.782] [bbotk]  BREAST    12     5     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:45.782] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:45.782] [bbotk]    BACK     1     0     1     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:45.782] [bbotk]  BREAST     1     5     4     7 902.0000     0.7508725  467.8700 1627.732
## INFO  [12:38:45.782] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:45.782] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:45.782] [bbotk]    FREE     1     1     7     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:45.782] [bbotk]    FREE     1     7     4     1 902.0000     0.7700000  219.3298 1030.000
## INFO  [12:38:45.782] [bbotk]    FREE     1     5     4     5 929.2035     0.7700000  467.8700 1030.000
## INFO  [12:38:45.782] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:38:45.782] [bbotk]         29.24188          29.61000         30.24000         26.85000 138  NA
## INFO  [12:38:45.782] [bbotk]         29.55554          29.61000         30.24000         26.85000 138  NA
## INFO  [12:38:45.782] [bbotk]         29.44592          29.61000         30.24000         26.85000 138  NA
## INFO  [12:38:45.782] [bbotk]         29.50846          29.61000         30.24000         26.85000 138  NA
## INFO  [12:38:45.782] [bbotk]         29.24188          29.61000         22.16217         32.79118 138  NA
## INFO  [12:38:45.782] [bbotk]         29.24188          22.95280         30.24000         26.85000 138  NA
## INFO  [12:38:45.782] [bbotk]         31.94172          29.61000         24.23537         26.85000 138  NA
## INFO  [12:38:45.782] [bbotk]         29.24188          25.84843         23.71681         26.85000 138  NA
## INFO  [12:38:45.782] [bbotk]         29.24188          29.61000         30.24000         26.85000 138  NA
## INFO  [12:38:45.782] [bbotk]         29.24188          24.24030         30.24000         26.85000 138  NA
## INFO  [12:38:45.782] [bbotk]         29.47842          29.61000         30.24000         26.85000 138  NA
## INFO  [12:38:45.782] [bbotk]         29.24188          31.96844         30.24000         26.85000 138  NA
## INFO  [12:38:45.782] [bbotk]         29.24188          29.61000         30.24000         26.85000 138  NA
## INFO  [12:38:45.782] [bbotk]         33.39089          29.61000         31.37408         26.85000 138  NA
## INFO  [12:38:45.782] [bbotk]         31.55352          36.04516         30.24000         26.85000 138  NA
## INFO  [12:38:45.782] [bbotk]         29.24188          29.61000         30.24000         26.85000 138  NA
## INFO  [12:38:45.782] [bbotk]         29.46166          29.61000         30.24000         26.85000 138  NA
## INFO  [12:38:45.782] [bbotk]         29.24188          29.61000         30.24000         26.85000 138  NA
## INFO  [12:38:45.782] [bbotk]         29.41639          29.61000         30.24000         26.85000 138  NA
## INFO  [12:38:45.782] [bbotk]         29.24188          28.45949         30.24000         26.85000 138  NA
## INFO  [12:38:45.782] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:38:45.782] [bbotk]  2741        0.02    0.0588235294          1  0.1749689
## INFO  [12:38:45.782] [bbotk]  2742        0.00    0.0601088580          2  0.1736836
## INFO  [12:38:45.782] [bbotk]  2743        0.00    0.0596596603          2  0.1741328
## INFO  [12:38:45.782] [bbotk]  2744        0.22    0.1187394436          3  0.2593345
## INFO  [12:38:45.782] [bbotk]  2745        0.17    0.2315340283          5  0.3110210
## INFO  [12:38:45.782] [bbotk]  2746        0.32    0.2047555596          5  0.2854026
## INFO  [12:38:45.782] [bbotk]  2747        0.22    0.1474187518          4  0.2275079
## INFO  [12:38:45.782] [bbotk]  2748        0.27    0.1873086229          6  0.2527153
## INFO  [12:38:45.782] [bbotk]  2749        0.02    0.0588235294          1  0.1749689
## INFO  [12:38:45.782] [bbotk]  2750        0.22    0.0800215236          3  0.2783156
## INFO  [12:38:45.782] [bbotk]  2751        0.02    0.0009693083          1  0.2003879
## INFO  [12:38:45.782] [bbotk]  2752        0.22    0.1856157094          4  0.2869485
## INFO  [12:38:45.782] [bbotk]  2753        0.02    0.0588235294          1  0.1749689
## INFO  [12:38:45.782] [bbotk]  2754        0.27    0.1970057266          5  0.2787773
## INFO  [12:38:45.782] [bbotk]  2755        0.47    0.2501209773          7  0.3233761
## INFO  [12:38:45.782] [bbotk]  2756        0.02    0.0588235294          1  0.1749689
## INFO  [12:38:45.782] [bbotk]  2757        0.02    0.0009006126          1  0.2003192
## INFO  [12:38:45.782] [bbotk]  2758        0.12    0.1176470588          2  0.1994186
## INFO  [12:38:45.782] [bbotk]  2759        0.02    0.0749177908          3  0.2581972
## INFO  [12:38:45.782] [bbotk]  2760        0.12    0.0729245717          3  0.1697904
## INFO  [12:38:46.026] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:38:46.168] [bbotk] Result of batch 139:
## INFO  [12:38:46.175] [bbotk]  stroke heatF laneF heatP laneP    pointP reactiontimeP swimtimeP  daytimeP
## INFO  [12:38:46.175] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000 467.87000 1252.0091
## INFO  [12:38:46.175] [bbotk]    FREE     4     6    10     5  930.7479     0.7700000 282.80650 1030.0000
## INFO  [12:38:46.175] [bbotk]    FREE     7     7     4     5  978.9036     0.7700000 467.87000 1030.0000
## INFO  [12:38:46.175] [bbotk]    FREE     1     6     4     5  902.3612     0.7700000 467.87000 1030.0000
## INFO  [12:38:46.175] [bbotk]    FREE     1     5     4     5  902.0000     0.7620238  31.72086 1799.1700
## INFO  [12:38:46.175] [bbotk]    FREE     1     7     4     3  900.4328     0.7700000 467.87000 1030.0000
## INFO  [12:38:46.175] [bbotk]    FREE     1     7     4     5 1010.5494     0.7700000 367.75896 1030.0000
## INFO  [12:38:46.175] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000 467.87000 1030.0000
## INFO  [12:38:46.175] [bbotk]    FREE     1     7     4     1  902.0000     0.7611586 312.60126 1797.4430
## INFO  [12:38:46.175] [bbotk]    FREE     1     5     4     5  934.1400     0.7700000 467.87000 1030.0000
## INFO  [12:38:46.175] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000 467.87000 1030.0000
## INFO  [12:38:46.175] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000 467.87000 1030.0000
## INFO  [12:38:46.175] [bbotk]    BACK     1     4     4     5  886.8055     0.7526503 467.87000 1030.0000
## INFO  [12:38:46.175] [bbotk]    FREE    11     7     4     5  902.0000     0.7700000 467.87000  966.4685
## INFO  [12:38:46.175] [bbotk]    FREE    12     5     7     5  902.0000     0.8068759 467.87000 1255.1431
## INFO  [12:38:46.175] [bbotk]    FREE    11     8     4     5  902.0000     0.7700000 467.87000 1030.0000
## INFO  [12:38:46.175] [bbotk]    FREE     1     7     4     5  902.0000     0.7725847 639.04565 1030.0000
## INFO  [12:38:46.175] [bbotk]    FREE     1     0     4     9  902.0000     0.7700000  47.84342 1030.0000
## INFO  [12:38:46.175] [bbotk]    BACK     1     7     4     5  902.0000     0.7779586 467.87000 1832.7564
## INFO  [12:38:46.175] [bbotk]    FREE     1     7     6     5  910.8687     0.7862650 467.87000 1030.0000
## INFO  [12:38:46.175] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:38:46.175] [bbotk]         29.88632          35.25192         30.24000         32.03670 139  NA
## INFO  [12:38:46.175] [bbotk]         29.24188          23.85233         30.24000         26.85000 139  NA
## INFO  [12:38:46.175] [bbotk]         29.24188          29.61000         30.24000         31.01740 139  NA
## INFO  [12:38:46.175] [bbotk]         29.24188          29.61000         32.31812         26.85000 139  NA
## INFO  [12:38:46.175] [bbotk]         29.24188          29.61000         30.24000         26.85000 139  NA
## INFO  [12:38:46.175] [bbotk]         29.45519          29.61000         30.24000         26.85000 139  NA
## INFO  [12:38:46.175] [bbotk]         28.96132          29.61000         30.24000         26.85000 139  NA
## INFO  [12:38:46.175] [bbotk]         21.67924          29.61000         30.24000         26.85000 139  NA
## INFO  [12:38:46.175] [bbotk]         29.57599          27.97832         30.24000         26.85000 139  NA
## INFO  [12:38:46.175] [bbotk]         29.10043          29.61000         30.24000         26.85000 139  NA
## INFO  [12:38:46.175] [bbotk]         29.39920          29.61000         30.24000         26.85000 139  NA
## INFO  [12:38:46.175] [bbotk]         29.46251          29.61000         30.24000         26.85000 139  NA
## INFO  [12:38:46.175] [bbotk]         29.24188          29.61000         32.81522         26.85000 139  NA
## INFO  [12:38:46.175] [bbotk]         29.50846          30.41942         30.24000         26.85000 139  NA
## INFO  [12:38:46.175] [bbotk]         27.05277          29.61000         30.24000         26.85000 139  NA
## INFO  [12:38:46.175] [bbotk]         24.42396          29.61000         30.24000         22.06638 139  NA
## INFO  [12:38:46.175] [bbotk]         31.31953          29.61000         30.84811         25.46508 139  NA
## INFO  [12:38:46.175] [bbotk]         29.53957          29.61000         30.24000         26.85000 139  NA
## INFO  [12:38:46.175] [bbotk]         29.50308          30.94623         30.24000         26.85000 139  NA
## INFO  [12:38:46.175] [bbotk]         29.24188          29.61000         30.24000         26.85000 139  NA
## INFO  [12:38:46.175] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:38:46.175] [bbotk]  2761        0.37      0.06402523          4  0.2430617
## INFO  [12:38:46.175] [bbotk]  2762        0.27      0.22043506          6  0.2894941
## INFO  [12:38:46.175] [bbotk]  2763        0.02      0.10704513          3  0.2940052
## INFO  [12:38:46.175] [bbotk]  2764        0.17      0.06542623          3  0.1981326
## INFO  [12:38:46.175] [bbotk]  2765        0.07      0.13356786          4  0.2392047
## INFO  [12:38:46.175] [bbotk]  2766        0.17      0.06025297          3  0.2432144
## INFO  [12:38:46.175] [bbotk]  2767        0.02      0.04580974          3  0.2418911
## INFO  [12:38:46.175] [bbotk]  2768        0.07      0.03098997          1  0.2300040
## INFO  [12:38:46.175] [bbotk]  2769        0.22      0.12392082          6  0.2953838
## INFO  [12:38:46.175] [bbotk]  2770        0.00      0.07079220          3  0.1642586
## INFO  [12:38:46.175] [bbotk]  2771        0.00      0.05946820          2  0.1743242
## INFO  [12:38:46.175] [bbotk]  2772        0.00      0.05972762          2  0.1740648
## INFO  [12:38:46.175] [bbotk]  2773        0.17      0.13388976          5  0.2688150
## INFO  [12:38:46.175] [bbotk]  2774        0.07      0.06689146          4  0.2663101
## INFO  [12:38:46.175] [bbotk]  2775        0.12      0.20506376          6  0.2775908
## INFO  [12:38:46.175] [bbotk]  2776        0.22      0.16146073          4  0.2997390
## INFO  [12:38:46.175] [bbotk]  2777        0.02      0.02839160          5  0.2258981
## INFO  [12:38:46.175] [bbotk]  2778        0.37      0.14485728          4  0.2777182
## INFO  [12:38:46.175] [bbotk]  2779        0.07      0.11485720          5  0.2556834
## INFO  [12:38:46.175] [bbotk]  2780        0.07      0.06462391          3  0.2023841
## INFO  [12:38:46.412] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:38:46.554] [bbotk] Result of batch 140:
## INFO  [12:38:46.560] [bbotk]  stroke heatF laneF heatP laneP    pointP reactiontimeP swimtimeP  daytimeP
## INFO  [12:38:46.560] [bbotk]    FREE    11     7     3     5  978.9389     0.7700000 158.10467 1030.0000
## INFO  [12:38:46.560] [bbotk]    FREE     1     2     4     5  902.0000     0.7700000 467.87000 1153.7086
## INFO  [12:38:46.560] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000 467.87000 1030.0000
## INFO  [12:38:46.560] [bbotk]    FREE     1     7     4     5  926.7398     0.7700000 103.57808 1030.0000
## INFO  [12:38:46.560] [bbotk]    FREE     7     7     4     5  976.7141     0.7560943 467.87000 1030.0000
## INFO  [12:38:46.560] [bbotk]  MEDLEY     2     7     4     5  942.2576     0.7700000 467.87000 1030.0000
## INFO  [12:38:46.560] [bbotk]    FREE     1     6     5     5  888.7017     0.7700000 467.87000 1030.0000
## INFO  [12:38:46.560] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000 467.87000 1030.0000
## INFO  [12:38:46.560] [bbotk]    FREE     1     7    10     4 1002.4502     0.7700000 467.87000 1166.3930
## INFO  [12:38:46.560] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000 467.87000 1030.0000
## INFO  [12:38:46.560] [bbotk]     FLY     3     6    11     5  902.0000     0.7700000 467.87000 1030.0000
## INFO  [12:38:46.560] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000 467.87000 1030.0000
## INFO  [12:38:46.560] [bbotk]    FREE     1     5     4     2  902.0000     0.7664223 467.87000 1226.9100
## INFO  [12:38:46.560] [bbotk]    FREE    12     5     4     1  902.0000     0.7700000 467.87000  991.9912
## INFO  [12:38:46.560] [bbotk]     FLY    10     7     4     5  902.4643     0.7700000 467.87000 1137.7927
## INFO  [12:38:46.560] [bbotk]    FREE    12     5    10     3  982.7407     0.7700000  84.17217 1030.0000
## INFO  [12:38:46.560] [bbotk]    FREE     1     7     3     5  902.0000     0.7700000 467.87000 1030.0000
## INFO  [12:38:46.560] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000 467.87000 1030.0000
## INFO  [12:38:46.560] [bbotk]    FREE     1     8     4     5  902.0000     0.7700000 467.87000 1030.0000
## INFO  [12:38:46.560] [bbotk]     FLY     7     0     4     5  902.0000     0.7763352 467.87000 1174.9857
## INFO  [12:38:46.560] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:38:46.560] [bbotk]         29.24188          29.61000         30.76438         26.85000 140  NA
## INFO  [12:38:46.560] [bbotk]         29.24188          29.61000         30.24000         27.62265 140  NA
## INFO  [12:38:46.560] [bbotk]         29.39920          27.23847         30.24000         26.85000 140  NA
## INFO  [12:38:46.560] [bbotk]         29.24188          29.61000         30.24000         26.85000 140  NA
## INFO  [12:38:46.560] [bbotk]         27.22334          29.61000         30.24000         26.48213 140  NA
## INFO  [12:38:46.560] [bbotk]         26.04708          29.61000         30.24000         26.85000 140  NA
## INFO  [12:38:46.560] [bbotk]         23.30985          29.61000         30.24000         23.26326 140  NA
## INFO  [12:38:46.560] [bbotk]         29.50846          29.61000         30.24000         26.85000 140  NA
## INFO  [12:38:46.560] [bbotk]         25.71633          29.61000         30.24000         26.85000 140  NA
## INFO  [12:38:46.560] [bbotk]         29.46148          29.61000         30.24000         26.85000 140  NA
## INFO  [12:38:46.560] [bbotk]         29.24188          22.44593         27.67423         31.56595 140  NA
## INFO  [12:38:46.560] [bbotk]         29.24188          29.61000         30.24000         26.85000 140  NA
## INFO  [12:38:46.560] [bbotk]         29.24188          29.61000         30.24000         26.85000 140  NA
## INFO  [12:38:46.560] [bbotk]         29.46251          29.61000         30.24000         26.85000 140  NA
## INFO  [12:38:46.560] [bbotk]         30.49606          29.61000         30.24000         26.85000 140  NA
## INFO  [12:38:46.560] [bbotk]         29.40573          29.61000         39.33421         26.85000 140  NA
## INFO  [12:38:46.560] [bbotk]         29.50819          29.61000         30.24000         31.42433 140  NA
## INFO  [12:38:46.560] [bbotk]         29.24188          29.61000         30.24000         26.85000 140  NA
## INFO  [12:38:46.560] [bbotk]         29.46763          29.95635         30.24000         26.85000 140  NA
## INFO  [12:38:46.560] [bbotk]         29.56589          26.58510         30.24000         26.86624 140  NA
## INFO  [12:38:46.560] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:38:46.560] [bbotk]  2781        0.00    0.1657124333          5  0.3033749
## INFO  [12:38:46.560] [bbotk]  2782        0.27    0.0701827013          3  0.1519543
## INFO  [12:38:46.560] [bbotk]  2783        0.17    0.0098405499          2  0.2081347
## INFO  [12:38:46.560] [bbotk]  2784        0.07    0.0313083662          2  0.2277944
## INFO  [12:38:46.560] [bbotk]  2785        0.02    0.0976939095          5  0.2874165
## INFO  [12:38:46.560] [bbotk]  2786        0.07    0.1450042220          4  0.3411833
## INFO  [12:38:46.560] [bbotk]  2787        0.22    0.1647158467          5  0.1796111
## INFO  [12:38:46.560] [bbotk]  2788        0.00    0.0599159142          2  0.1738765
## INFO  [12:38:46.560] [bbotk]  2789        0.02    0.1759266202          5  0.2469181
## INFO  [12:38:46.560] [bbotk]  2790        0.02    0.0008998739          1  0.2003185
## INFO  [12:38:46.560] [bbotk]  2791        0.27    0.2947981620          7  0.3583673
## INFO  [12:38:46.560] [bbotk]  2792        0.07    0.0000000000          0  0.1994186
## INFO  [12:38:46.560] [bbotk]  2793        0.17    0.1301237899          4  0.2039304
## INFO  [12:38:46.560] [bbotk]  2794        0.02    0.1796701766          5  0.2633944
## INFO  [12:38:46.560] [bbotk]  2795        0.12    0.1294609425          5  0.3285505
## INFO  [12:38:46.560] [bbotk]  2796        0.12    0.3166535176          8  0.3298781
## INFO  [12:38:46.560] [bbotk]  2797        0.00    0.0829326403          3  0.2235277
## INFO  [12:38:46.560] [bbotk]  2798        0.02    0.0588235294          1  0.1749689
## INFO  [12:38:46.560] [bbotk]  2799        0.22    0.0610916378          3  0.2016867
## INFO  [12:38:46.560] [bbotk]  2800        0.37    0.1994008530          8  0.3388714
## INFO  [12:38:46.814] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:38:46.957] [bbotk] Result of batch 141:
## INFO  [12:38:46.963] [bbotk]  stroke heatF laneF heatP laneP    pointP reactiontimeP swimtimeP daytimeP
## INFO  [12:38:46.963] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:46.963] [bbotk]    FREE     1     5    11     5 1014.5646     0.7700000  467.8700 1030.000
## INFO  [12:38:46.963] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:46.963] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:46.963] [bbotk]    FREE     1     5     4     4  890.2306     0.7700000  467.8700 1438.146
## INFO  [12:38:46.963] [bbotk]    FREE     9     7     6     5  948.4563     0.7700000  467.8700 1853.215
## INFO  [12:38:46.963] [bbotk]    FREE     1     5     4     5  957.1773     0.7603918  300.0872 1030.000
## INFO  [12:38:46.963] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000  467.8700 1902.895
## INFO  [12:38:46.963] [bbotk]    FREE     1     3     4     5 1021.4989     0.7668620  429.6120 1030.000
## INFO  [12:38:46.963] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:46.963] [bbotk]    FREE     1     3     4     5 1002.2963     0.7700000  467.8700 1259.942
## INFO  [12:38:46.963] [bbotk]    FREE     8     7     4     5  893.0939     0.7700000  467.8700 1017.911
## INFO  [12:38:46.963] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:46.963] [bbotk]     FLY     1     1    11     2  990.2260     0.7559045  687.0407 1447.264
## INFO  [12:38:46.963] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:46.963] [bbotk]    FREE     1     5     4     5  943.4076     0.7700000  467.8700 1846.453
## INFO  [12:38:46.963] [bbotk]    FREE     4     7     4     5  902.0000     0.7416798  368.6851 1030.000
## INFO  [12:38:46.963] [bbotk]    FREE     1     7     4     6  902.0000     0.7700000  748.3810 1030.000
## INFO  [12:38:46.963] [bbotk]    FREE     4     7     4     5  902.0000     0.7700000  609.5403 1273.906
## INFO  [12:38:46.963] [bbotk]    BACK     1     5     1     5  995.4861     0.7700000  467.8700 1030.000
## INFO  [12:38:46.963] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:38:46.963] [bbotk]         29.45291          29.61000         30.24000         26.85000 141  NA
## INFO  [12:38:46.963] [bbotk]         29.39920          31.42091         23.11910         26.85000 141  NA
## INFO  [12:38:46.963] [bbotk]         29.24188          29.61000         30.24000         26.85000 141  NA
## INFO  [12:38:46.963] [bbotk]         29.24188          29.61000         30.24000         26.85000 141  NA
## INFO  [12:38:46.963] [bbotk]         29.24188          29.61000         30.24000         21.50394 141  NA
## INFO  [12:38:46.963] [bbotk]         29.11487          22.24418         30.24000         26.85000 141  NA
## INFO  [12:38:46.963] [bbotk]         29.24188          29.61000         30.24000         26.85000 141  NA
## INFO  [12:38:46.963] [bbotk]         29.55616          29.61000         30.24000         26.85000 141  NA
## INFO  [12:38:46.963] [bbotk]         29.55554          29.61000         30.24000         26.85000 141  NA
## INFO  [12:38:46.963] [bbotk]         29.46244          29.61000         30.24000         26.85000 141  NA
## INFO  [12:38:46.963] [bbotk]         29.24188          29.61000         30.24000         24.21132 141  NA
## INFO  [12:38:46.963] [bbotk]         29.36696          34.71404         26.96754         26.85000 141  NA
## INFO  [12:38:46.963] [bbotk]         29.24188          29.61000         30.24000         26.85000 141  NA
## INFO  [12:38:46.963] [bbotk]         29.46166          23.13660         30.24000         26.85000 141  NA
## INFO  [12:38:46.963] [bbotk]         29.57871          29.61000         30.24000         26.85000 141  NA
## INFO  [12:38:46.963] [bbotk]         29.24188          24.95226         25.04927         26.85000 141  NA
## INFO  [12:38:46.963] [bbotk]         25.53978          29.61000         30.24000         26.85000 141  NA
## INFO  [12:38:46.963] [bbotk]         29.24188          29.61000         30.24000         24.34869 141  NA
## INFO  [12:38:46.963] [bbotk]         29.47842          29.61000         30.24000         30.30406 141  NA
## INFO  [12:38:46.963] [bbotk]         29.40573          29.61000         33.77448         26.85000 141  NA
## INFO  [12:38:46.963] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:38:46.963] [bbotk]  2801        0.02    0.0008647775          1  0.2002834
## INFO  [12:38:46.963] [bbotk]  2802        0.12    0.1873882266          6  0.2555357
## INFO  [12:38:46.963] [bbotk]  2803        0.07    0.0000000000          0  0.1994186
## INFO  [12:38:46.963] [bbotk]  2804        0.07    0.0000000000          0  0.1994186
## INFO  [12:38:46.963] [bbotk]  2805        0.17    0.1733682426          5  0.1965581
## INFO  [12:38:46.963] [bbotk]  2806        0.22    0.2129086632          6  0.3481624
## INFO  [12:38:46.963] [bbotk]  2807        0.00    0.0903280918          4  0.1837945
## INFO  [12:38:46.963] [bbotk]  2808        0.02    0.1128287998          3  0.2158899
## INFO  [12:38:46.963] [bbotk]  2809        0.02    0.1053343751          5  0.2322578
## INFO  [12:38:46.963] [bbotk]  2810        0.00    0.0597273431          2  0.1740651
## INFO  [12:38:46.963] [bbotk]  2811        0.17    0.1215291525          4  0.2461363
## INFO  [12:38:46.963] [bbotk]  2812        0.32    0.0932095650          6  0.2909457
## INFO  [12:38:46.963] [bbotk]  2813        0.07    0.0000000000          0  0.1994186
## INFO  [12:38:46.963] [bbotk]  2814        0.32    0.3336248690         10  0.3377948
## INFO  [12:38:46.963] [bbotk]  2815        0.00    0.0602038207          2  0.1735886
## INFO  [12:38:46.963] [bbotk]  2816        0.12    0.1570388299          5  0.2399967
## INFO  [12:38:46.963] [bbotk]  2817        0.07    0.0847586948          4  0.2744199
## INFO  [12:38:46.963] [bbotk]  2818        0.27    0.0887674250          3  0.2100796
## INFO  [12:38:46.963] [bbotk]  2819        0.02    0.1006701729          5  0.2936173
## INFO  [12:38:46.963] [bbotk]  2820        0.02    0.2212818598          6  0.2936666
## INFO  [12:38:47.217] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:38:47.359] [bbotk] Result of batch 142:
## INFO  [12:38:47.365] [bbotk]  stroke heatF laneF heatP laneP   pointP reactiontimeP swimtimeP daytimeP
## INFO  [12:38:47.365] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:47.365] [bbotk]    FREE     1     3     4     5 902.0000     0.7700000 686.74200 1030.000
## INFO  [12:38:47.365] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:47.365] [bbotk]    FREE     1     5     4     5 935.3438     0.7700000  28.91199 1030.000
## INFO  [12:38:47.365] [bbotk]    FREE     9     3     4     5 953.9565     0.7700000 787.24394 1259.751
## INFO  [12:38:47.365] [bbotk]    FREE     1     5     5     5 902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:47.365] [bbotk]  MEDLEY     1     7     7     9 902.0000     0.7700966 797.43926 1030.000
## INFO  [12:38:47.365] [bbotk]    FREE     6     8    10     5 901.9284     0.7700000 467.87000 1030.000
## INFO  [12:38:47.365] [bbotk]    FREE     1     7     4     3 923.3300     0.7700000 467.87000 1030.000
## INFO  [12:38:47.365] [bbotk]    FREE     6     5     4     5 899.8286     0.7700000 467.87000 1361.521
## INFO  [12:38:47.365] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:47.365] [bbotk]    FREE     1     7     4     5 902.0000     0.7778356 467.87000 1639.573
## INFO  [12:38:47.365] [bbotk]    FREE    10     5     4     5 902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:47.365] [bbotk]    FREE     2     7     4     5 902.0000     0.7700000 488.94379 1030.000
## INFO  [12:38:47.365] [bbotk]     FLY     1     5     2     5 941.9747     0.7700000 890.57030 1216.311
## INFO  [12:38:47.365] [bbotk]  MEDLEY     1     7     2     5 902.0000     0.7700000 467.87000 1610.016
## INFO  [12:38:47.365] [bbotk]    BACK     1     7     4     5 902.0000     0.7700000 467.87000 1874.991
## INFO  [12:38:47.365] [bbotk]    FREE     1     7     4     5 902.0000     0.8146706 185.14494 1030.000
## INFO  [12:38:47.365] [bbotk]    FREE     1     2     5     5 902.0000     0.7700000 467.87000 1423.214
## INFO  [12:38:47.365] [bbotk]    FREE     1     7     4     2 902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:47.365] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:38:47.365] [bbotk]         29.24188          29.61000         30.24000         26.85000 142  NA
## INFO  [12:38:47.365] [bbotk]         32.52483          29.61000         30.24000         26.98839 142  NA
## INFO  [12:38:47.365] [bbotk]         29.24188          29.61000         30.24000         26.85000 142  NA
## INFO  [12:38:47.365] [bbotk]         30.19677          29.61000         30.24000         26.85000 142  NA
## INFO  [12:38:47.365] [bbotk]         29.24188          29.61000         30.24000         26.85000 142  NA
## INFO  [12:38:47.365] [bbotk]         35.36366          29.61000         30.24000         26.85000 142  NA
## INFO  [12:38:47.365] [bbotk]         29.24188          29.61000         30.24000         26.85000 142  NA
## INFO  [12:38:47.365] [bbotk]         29.46244          29.61000         30.24000         27.73070 142  NA
## INFO  [12:38:47.365] [bbotk]         29.24188          29.61000         30.24000         26.85000 142  NA
## INFO  [12:38:47.365] [bbotk]         29.24188          29.61000         30.24000         26.85000 142  NA
## INFO  [12:38:47.365] [bbotk]         29.45291          29.61000         30.24000         26.85000 142  NA
## INFO  [12:38:47.365] [bbotk]         29.46251          29.61000         30.24000         26.85000 142  NA
## INFO  [12:38:47.365] [bbotk]         27.13358          23.51791         30.24000         26.85000 142  NA
## INFO  [12:38:47.365] [bbotk]         29.24188          29.61000         26.25423         23.44732 142  NA
## INFO  [12:38:47.365] [bbotk]         29.46840          29.61000         39.29563         26.85000 142  NA
## INFO  [12:38:47.365] [bbotk]         29.24188          31.22437         30.24000         26.18812 142  NA
## INFO  [12:38:47.365] [bbotk]         29.24188          31.27698         24.19233         26.85000 142  NA
## INFO  [12:38:47.365] [bbotk]         29.24188          29.61000         30.24000         26.85000 142  NA
## INFO  [12:38:47.365] [bbotk]         29.47842          24.19147         30.24000         29.94167 142  NA
## INFO  [12:38:47.365] [bbotk]         29.43990          29.61000         30.24000         22.02456 142  NA
## INFO  [12:38:47.365] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:38:47.365] [bbotk]  2821        0.02      0.05882353          1  0.1749689
## INFO  [12:38:47.365] [bbotk]  2822        0.12      0.08651601          4  0.2203153
## INFO  [12:38:47.365] [bbotk]  2823        0.02      0.05882353          1  0.1749689
## INFO  [12:38:47.365] [bbotk]  2824        0.02      0.10171393          4  0.1873544
## INFO  [12:38:47.365] [bbotk]  2825        0.00      0.16969601          5  0.2978256
## INFO  [12:38:47.365] [bbotk]  2826        0.17      0.14273275          3  0.1656808
## INFO  [12:38:47.365] [bbotk]  2827        0.07      0.19687941          5  0.3298418
## INFO  [12:38:47.365] [bbotk]  2828        0.12      0.18183141          6  0.2636030
## INFO  [12:38:47.365] [bbotk]  2829        0.22      0.06638200          2  0.2383348
## INFO  [12:38:47.365] [bbotk]  2830        0.00      0.13843834          4  0.2440752
## INFO  [12:38:47.365] [bbotk]  2831        0.00      0.05968831          2  0.1741041
## INFO  [12:38:47.365] [bbotk]  2832        0.02      0.03899882          3  0.2384175
## INFO  [12:38:47.365] [bbotk]  2833        0.17      0.14990922          4  0.2660546
## INFO  [12:38:47.365] [bbotk]  2834        0.22      0.08966793          4  0.2854920
## INFO  [12:38:47.365] [bbotk]  2835        0.17      0.25718619          8  0.2865736
## INFO  [12:38:47.365] [bbotk]  2836        0.02      0.16226684          5  0.2491346
## INFO  [12:38:47.365] [bbotk]  2837        0.12      0.13516212          4  0.2584161
## INFO  [12:38:47.365] [bbotk]  2838        0.12      0.02479352          2  0.2241144
## INFO  [12:38:47.365] [bbotk]  2839        0.22      0.17893221          6  0.1419322
## INFO  [12:38:47.365] [bbotk]  2840        0.27      0.08391640          3  0.2141933
## INFO  [12:38:47.603] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:38:47.748] [bbotk] Result of batch 143:
## INFO  [12:38:47.754] [bbotk]  stroke heatF laneF heatP laneP    pointP reactiontimeP swimtimeP daytimeP
## INFO  [12:38:47.754] [bbotk]    FREE     1     7     4     5  992.1962     0.7700000  467.8700 1030.000
## INFO  [12:38:47.754] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:47.754] [bbotk]    FREE     6     2     4     4  991.2111     0.7700000  467.8700 1030.000
## INFO  [12:38:47.754] [bbotk]     FLY     1     5     5     1  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:47.754] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:47.754] [bbotk]    FREE     1     5     8     5  902.0000     0.7700000  284.5700 1030.000
## INFO  [12:38:47.754] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:47.754] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:47.754] [bbotk]    FREE     1     4     4     0  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:47.754] [bbotk]    FREE     1     5     4     5  890.7768     0.7700000  769.3985 1030.000
## INFO  [12:38:47.754] [bbotk]    BACK     1     2     9     5  934.0091     0.7700000  467.8700 1030.000
## INFO  [12:38:47.754] [bbotk]    FREE     1     7     4     5  938.2732     0.7736577  467.8700 1030.000
## INFO  [12:38:47.754] [bbotk]    FREE     3     5     3     5  902.0000     0.7700000  645.1799 1030.000
## INFO  [12:38:47.754] [bbotk]    FREE     1     7    11     5  914.0290     0.7700000  467.8700 1030.000
## INFO  [12:38:47.754] [bbotk]    FREE     1     2     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:47.754] [bbotk]    FREE     1     5     5     5  902.0000     0.8065676  467.8700 1030.000
## INFO  [12:38:47.754] [bbotk]    FREE     7     5     1     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:47.754] [bbotk]    FREE    12     7     4     5  902.0000     0.7700000  594.0784 1510.740
## INFO  [12:38:47.754] [bbotk]  BREAST     8     2     4     5  902.0000     0.7700000  467.8700 1818.954
## INFO  [12:38:47.754] [bbotk]  BREAST     1     7     4     5 1017.0711     0.7946119  467.8700 1030.000
## INFO  [12:38:47.754] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:38:47.754] [bbotk]         27.49286          29.61000         30.24000         26.85000 143  NA
## INFO  [12:38:47.754] [bbotk]         29.24188          29.61000         30.24000         26.85000 143  NA
## INFO  [12:38:47.754] [bbotk]         29.24188          29.61000         30.24000         26.85000 143  NA
## INFO  [12:38:47.754] [bbotk]         29.24188          29.61000         30.24000         23.12110 143  NA
## INFO  [12:38:47.754] [bbotk]         29.39221          29.61000         30.24000         26.85000 143  NA
## INFO  [12:38:47.754] [bbotk]         29.24188          29.61000         30.24000         26.85000 143  NA
## INFO  [12:38:47.754] [bbotk]         29.24188          25.52909         35.87578         26.85000 143  NA
## INFO  [12:38:47.754] [bbotk]         29.24188          29.61000         30.24000         26.85000 143  NA
## INFO  [12:38:47.754] [bbotk]         29.24188          29.61000         30.24000         26.85000 143  NA
## INFO  [12:38:47.754] [bbotk]         29.47606          30.83232         30.24000         26.85000 143  NA
## INFO  [12:38:47.754] [bbotk]         29.24188          34.10257         30.24000         26.85000 143  NA
## INFO  [12:38:47.754] [bbotk]         22.48028          29.61000         30.24000         26.85000 143  NA
## INFO  [12:38:47.754] [bbotk]         29.46251          29.61000         30.24000         26.85000 143  NA
## INFO  [12:38:47.754] [bbotk]         29.24188          29.61000         30.24000         26.85000 143  NA
## INFO  [12:38:47.754] [bbotk]         29.39920          29.61000         26.60689         26.85000 143  NA
## INFO  [12:38:47.754] [bbotk]         29.24188          27.57467         30.24000         26.85000 143  NA
## INFO  [12:38:47.754] [bbotk]         34.28221          35.55564         30.30381         26.85000 143  NA
## INFO  [12:38:47.754] [bbotk]         29.24188          29.61000         30.24000         26.85000 143  NA
## INFO  [12:38:47.754] [bbotk]         22.88365          29.61000         30.24000         25.30162 143  NA
## INFO  [12:38:47.754] [bbotk]         29.46753          29.61000         30.24000         30.15503 143  NA
## INFO  [12:38:47.754] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:38:47.754] [bbotk]  2841        0.02      0.03912887          2  0.2353080
## INFO  [12:38:47.754] [bbotk]  2842        0.02      0.05882353          1  0.1749689
## INFO  [12:38:47.754] [bbotk]  2843        0.12      0.20808332          4  0.2555264
## INFO  [12:38:47.754] [bbotk]  2844        0.17      0.25405778          5  0.2184241
## INFO  [12:38:47.754] [bbotk]  2845        0.00      0.05943957          2  0.1743528
## INFO  [12:38:47.754] [bbotk]  2846        0.02      0.12898926          3  0.2106631
## INFO  [12:38:47.754] [bbotk]  2847        0.12      0.09220689          3  0.1971359
## INFO  [12:38:47.754] [bbotk]  2848        0.02      0.05882353          1  0.1749689
## INFO  [12:38:47.754] [bbotk]  2849        0.07      0.11764706          2  0.2331230
## INFO  [12:38:47.754] [bbotk]  2850        0.02      0.08715782          5  0.1876597
## INFO  [12:38:47.754] [bbotk]  2851        0.22      0.20523377          5  0.2253469
## INFO  [12:38:47.754] [bbotk]  2852        0.07      0.04115884          3  0.2373380
## INFO  [12:38:47.754] [bbotk]  2853        0.00      0.18834623          5  0.2701178
## INFO  [12:38:47.754] [bbotk]  2854        0.02      0.06308611          2  0.2008463
## INFO  [12:38:47.754] [bbotk]  2855        0.32      0.07078771          3  0.1508768
## INFO  [12:38:47.754] [bbotk]  2856        0.27      0.13151441          4  0.1442071
## INFO  [12:38:47.754] [bbotk]  2857        0.37      0.22037852          6  0.3021501
## INFO  [12:38:47.754] [bbotk]  2858        0.02      0.09566675          3  0.2950854
## INFO  [12:38:47.754] [bbotk]  2859        0.37      0.25796445          6  0.3218763
## INFO  [12:38:47.754] [bbotk]  2860        0.07      0.12117692          5  0.2674878
## INFO  [12:38:47.997] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:38:48.161] [bbotk] Result of batch 144:
## INFO  [12:38:48.167] [bbotk]  stroke heatF laneF heatP laneP    pointP reactiontimeP swimtimeP daytimeP
## INFO  [12:38:48.167] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:48.167] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:48.167] [bbotk]     FLY     1     5     4     5  902.0000     0.7882257 467.87000 1745.790
## INFO  [12:38:48.167] [bbotk]    FREE     4     5     4     5  902.0000     0.7700000 467.87000 1089.132
## INFO  [12:38:48.167] [bbotk]    FREE     1     7     9     5  902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:48.167] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:48.167] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  48.60478 1604.369
## INFO  [12:38:48.167] [bbotk]    FREE     1     6     4     5  902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:48.167] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000 917.29783 1098.268
## INFO  [12:38:48.167] [bbotk]    FREE     1     5    10     5  921.0748     0.7700000 467.87000 1030.000
## INFO  [12:38:48.167] [bbotk]  BREAST     1     5     4     5  902.0000     0.7700000 439.16486 1030.000
## INFO  [12:38:48.167] [bbotk]    FREE     1     6     4     5  902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:48.167] [bbotk]    FREE     7     5     4     8  902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:48.167] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:48.167] [bbotk]    FREE     1     8     4     5  902.0000     0.7620130 467.87000 1030.000
## INFO  [12:38:48.167] [bbotk]    FREE     1     7     4     5  902.0000     0.7271550 467.87000 1030.000
## INFO  [12:38:48.167] [bbotk]    FREE     1     7     2     3 1019.6906     0.7700000 467.87000 1030.000
## INFO  [12:38:48.167] [bbotk]    FREE     4     7     4     5 1002.3704     0.7700000 467.87000 1030.000
## INFO  [12:38:48.167] [bbotk]    FREE     1     7     4     5  977.3924     0.7700000 467.87000 1030.000
## INFO  [12:38:48.167] [bbotk]  MEDLEY     1     6     4     5  865.0172     0.7700000 467.87000 1030.000
## INFO  [12:38:48.167] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:38:48.167] [bbotk]         29.50924          29.61000         30.24000         26.85000 144  NA
## INFO  [12:38:48.167] [bbotk]         29.46076          29.61000         30.24000         26.85000 144  NA
## INFO  [12:38:48.167] [bbotk]         26.12874          26.92817         37.66009         26.85000 144  NA
## INFO  [12:38:48.167] [bbotk]         29.24188          29.61000         26.31418         26.85000 144  NA
## INFO  [12:38:48.167] [bbotk]         29.39920          24.09893         30.24000         26.85000 144  NA
## INFO  [12:38:48.167] [bbotk]         29.56952          29.61000         30.24000         26.85000 144  NA
## INFO  [12:38:48.167] [bbotk]         29.24188          29.61000         30.24000         27.09921 144  NA
## INFO  [12:38:48.167] [bbotk]         29.46251          34.45181         38.28077         26.85000 144  NA
## INFO  [12:38:48.167] [bbotk]         29.24188          29.61000         33.24763         27.40478 144  NA
## INFO  [12:38:48.167] [bbotk]         32.29808          28.86788         30.24000         26.85000 144  NA
## INFO  [12:38:48.167] [bbotk]         29.46166          29.61000         30.24000         26.85000 144  NA
## INFO  [12:38:48.167] [bbotk]         29.24188          27.15237         30.24000         26.85000 144  NA
## INFO  [12:38:48.167] [bbotk]         29.39221          29.61000         30.24000         25.61664 144  NA
## INFO  [12:38:48.167] [bbotk]         29.40573          29.61000         30.24000         26.85000 144  NA
## INFO  [12:38:48.167] [bbotk]         29.24188          29.61000         30.24000         26.85000 144  NA
## INFO  [12:38:48.167] [bbotk]         29.24188          36.00618         26.70983         26.85000 144  NA
## INFO  [12:38:48.167] [bbotk]         29.40291          26.89270         30.24000         26.85000 144  NA
## INFO  [12:38:48.167] [bbotk]         29.24188          29.61000         30.24000         26.85000 144  NA
## INFO  [12:38:48.167] [bbotk]         29.65534          27.33857         30.24000         26.85000 144  NA
## INFO  [12:38:48.167] [bbotk]         29.24188          29.61000         30.24000         26.85000 144  NA
## INFO  [12:38:48.167] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:38:48.167] [bbotk]  2861        0.00     0.059919136          2  0.1738733
## INFO  [12:38:48.167] [bbotk]  2862        0.00     0.059720488          2  0.1740719
## INFO  [12:38:48.167] [bbotk]  2863        0.27     0.210128859          7  0.2961623
## INFO  [12:38:48.167] [bbotk]  2864        0.07     0.133449738          4  0.2424527
## INFO  [12:38:48.167] [bbotk]  2865        0.12     0.080838026          3  0.2203086
## INFO  [12:38:48.167] [bbotk]  2866        0.02     0.001342612          1  0.2007612
## INFO  [12:38:48.167] [bbotk]  2867        0.17     0.061885568          3  0.2612064
## INFO  [12:38:48.167] [bbotk]  2868        0.22     0.103554593          4  0.2365170
## INFO  [12:38:48.167] [bbotk]  2869        0.02     0.044094943          4  0.2435136
## INFO  [12:38:48.167] [bbotk]  2870        0.02     0.139807665          5  0.2097883
## INFO  [12:38:48.167] [bbotk]  2871        0.12     0.120323883          4  0.2346680
## INFO  [12:38:48.167] [bbotk]  2872        0.22     0.068353283          2  0.1998809
## INFO  [12:38:48.167] [bbotk]  2873        0.02     0.183292847          5  0.2653062
## INFO  [12:38:48.167] [bbotk]  2874        0.00     0.059494976          2  0.1742974
## INFO  [12:38:48.167] [bbotk]  2875        0.22     0.060128587          2  0.1981136
## INFO  [12:38:48.167] [bbotk]  2876        0.37     0.042801572          3  0.2274659
## INFO  [12:38:48.167] [bbotk]  2877        0.32     0.170548290          5  0.2969717
## INFO  [12:38:48.167] [bbotk]  2878        0.02     0.094390649          2  0.2909744
## INFO  [12:38:48.167] [bbotk]  2879        0.12     0.037217979          3  0.2326772
## INFO  [12:38:48.167] [bbotk]  2880        0.32     0.130752219          3  0.2637146
## INFO  [12:38:48.373] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:38:48.537] [bbotk] Result of batch 145:
## INFO  [12:38:48.543] [bbotk]  stroke heatF laneF heatP laneP    pointP reactiontimeP swimtimeP daytimeP
## INFO  [12:38:48.543] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:48.543] [bbotk]    FREE     1     4     4     5  902.0000     0.8004045  386.7279 1030.000
## INFO  [12:38:48.543] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:48.543] [bbotk]  MEDLEY    12     8     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:48.543] [bbotk]    FREE     4     3     4     5  902.0000     0.7755290  104.4236 1882.133
## INFO  [12:38:48.543] [bbotk]    FREE     1     5     4     5  902.0000     0.7680470  467.8700 1821.127
## INFO  [12:38:48.543] [bbotk]    FREE     1     7     4     5  895.4923     0.7700000  467.8700 1030.000
## INFO  [12:38:48.543] [bbotk]    FREE     1     5     4     5  935.3643     0.7700000  467.8700 1030.000
## INFO  [12:38:48.543] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:48.543] [bbotk]    FREE     1     7     4     1  902.0000     0.8019433  467.8700 1030.000
## INFO  [12:38:48.543] [bbotk]    FREE     1     6     4     5  890.6042     0.7700000  467.8700 1030.000
## INFO  [12:38:48.543] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:48.543] [bbotk]    FREE     1     7    11     5  886.3534     0.7502109  945.2321 1054.107
## INFO  [12:38:48.543] [bbotk]    FREE     1     5     4     5  902.0000     0.7773966  467.8700 1030.000
## INFO  [12:38:48.543] [bbotk]    FREE     1     7     4     5  897.1787     0.7700000  467.8700 1030.000
## INFO  [12:38:48.543] [bbotk]    FREE     1     5     4     5  889.3883     0.7644104  467.8700 1030.000
## INFO  [12:38:48.543] [bbotk]    FREE     1     7     8     5 1018.5998     0.7700000  192.1249 1432.479
## INFO  [12:38:48.543] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:48.543] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:48.543] [bbotk]    FREE     9     7     4     5  902.0000     0.7553339  887.1142 1105.285
## INFO  [12:38:48.543] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:38:48.543] [bbotk]         29.46166          29.61000         30.24000         26.85000 145  NA
## INFO  [12:38:48.543] [bbotk]         29.43990          22.76938         32.87422         26.85000 145  NA
## INFO  [12:38:48.543] [bbotk]         29.39221          29.61000         30.24000         26.85000 145  NA
## INFO  [12:38:48.543] [bbotk]         29.46244          29.61000         30.24000         26.85000 145  NA
## INFO  [12:38:48.543] [bbotk]         29.24188          29.61000         30.24000         22.64494 145  NA
## INFO  [12:38:48.543] [bbotk]         29.47323          29.61000         30.24000         21.98584 145  NA
## INFO  [12:38:48.543] [bbotk]         29.24188          29.61000         30.24000         26.85000 145  NA
## INFO  [12:38:48.543] [bbotk]         29.24188          29.61000         30.24000         26.85000 145  NA
## INFO  [12:38:48.543] [bbotk]         29.50666          29.61000         30.24000         26.85000 145  NA
## INFO  [12:38:48.543] [bbotk]         29.40573          29.61000         27.33269         32.05152 145  NA
## INFO  [12:38:48.543] [bbotk]         30.09769          29.61000         30.24000         26.85000 145  NA
## INFO  [12:38:48.543] [bbotk]         29.24188          29.61000         30.24000         26.85000 145  NA
## INFO  [12:38:48.543] [bbotk]         29.48635          29.61000         40.22858         26.85000 145  NA
## INFO  [12:38:48.543] [bbotk]         25.33608          29.61000         30.24000         23.71036 145  NA
## INFO  [12:38:48.543] [bbotk]         29.43181          29.61000         30.24000         26.85000 145  NA
## INFO  [12:38:48.543] [bbotk]         29.84412          29.61000         28.55948         26.85000 145  NA
## INFO  [12:38:48.543] [bbotk]         29.24188          29.61000         30.24000         26.50893 145  NA
## INFO  [12:38:48.543] [bbotk]         29.24188          29.61000         30.24000         26.85000 145  NA
## INFO  [12:38:48.543] [bbotk]         29.61587          29.61000         30.24000         26.85000 145  NA
## INFO  [12:38:48.543] [bbotk]         29.47488          29.61000         30.24000         26.85000 145  NA
## INFO  [12:38:48.543] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:38:48.543] [bbotk]  2881        0.02    0.0009006126          1  0.2003192
## INFO  [12:38:48.543] [bbotk]  2882        0.22    0.1043565996          6  0.2437294
## INFO  [12:38:48.543] [bbotk]  2883        0.00    0.0594395658          2  0.1743528
## INFO  [12:38:48.543] [bbotk]  2884        0.22    0.1773744019          4  0.3179695
## INFO  [12:38:48.543] [bbotk]  2885        0.32    0.2136629654          6  0.2891271
## INFO  [12:38:48.543] [bbotk]  2886        0.12    0.1323460269          5  0.2360868
## INFO  [12:38:48.543] [bbotk]  2887        0.07    0.0023060747          1  0.2017247
## INFO  [12:38:48.543] [bbotk]  2888        0.00    0.0706464546          2  0.1641129
## INFO  [12:38:48.543] [bbotk]  2889        0.02    0.0010850407          1  0.2005037
## INFO  [12:38:48.543] [bbotk]  2890        0.07    0.0999464496          5  0.2445947
## INFO  [12:38:48.543] [bbotk]  2891        0.22    0.0663686414          3  0.1993310
## INFO  [12:38:48.543] [bbotk]  2892        0.02    0.0588235294          1  0.1749689
## INFO  [12:38:48.543] [bbotk]  2893        0.12    0.1307183295          7  0.2648464
## INFO  [12:38:48.543] [bbotk]  2894        0.12    0.0918356734          4  0.2055639
## INFO  [12:38:48.543] [bbotk]  2895        0.02    0.0024867722          2  0.2019054
## INFO  [12:38:48.543] [bbotk]  2896        0.12    0.0719097201          5  0.1831194
## INFO  [12:38:48.543] [bbotk]  2897        0.00    0.1432276505          5  0.2789780
## INFO  [12:38:48.543] [bbotk]  2898        0.07    0.0000000000          0  0.1994186
## INFO  [12:38:48.543] [bbotk]  2899        0.02    0.0015325442          1  0.2009512
## INFO  [12:38:48.543] [bbotk]  2900        0.02    0.0926633856          5  0.2872892
## INFO  [12:38:48.787] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:38:48.938] [bbotk] Result of batch 146:
## INFO  [12:38:48.953] [bbotk]  stroke heatF laneF heatP laneP    pointP reactiontimeP swimtimeP daytimeP
## INFO  [12:38:48.953] [bbotk]    BACK     1     7     4     6  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:48.953] [bbotk]    FREE     1     7     1     7  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:48.953] [bbotk]    FREE     7     5     5     0  902.0000     0.7700000  467.8700 1242.147
## INFO  [12:38:48.953] [bbotk]    FREE     1     7     4     5  930.8048     0.7700000  467.8700 1201.284
## INFO  [12:38:48.953] [bbotk]    FREE     1     0     4     7  928.2440     0.7700000  467.8700 1403.895
## INFO  [12:38:48.953] [bbotk]    FREE     7     7     4     9  902.0000     0.7283338  324.6617 1030.000
## INFO  [12:38:48.953] [bbotk]    FREE     1     7     9     5  910.3447     0.7926799  327.9888 1030.000
## INFO  [12:38:48.953] [bbotk]    FREE     1     7     4     5  902.0000     0.7900387  677.4877 1030.000
## INFO  [12:38:48.953] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000  467.8700 1808.399
## INFO  [12:38:48.953] [bbotk]    FREE     2     5     4     2  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:48.953] [bbotk]    FREE     1     1     4     1  958.2179     0.7700000  528.6275 1885.320
## INFO  [12:38:48.953] [bbotk]    FREE    11     7     4     5  903.5582     0.7700000  467.8700 1001.023
## INFO  [12:38:48.953] [bbotk]    FREE     1     7    12     6  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:48.953] [bbotk]    FREE     1     7     7     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:48.953] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:48.953] [bbotk]    FREE     1     5     4     5 1009.8988     0.7797583  932.9047 1030.000
## INFO  [12:38:48.953] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:48.953] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:48.953] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:48.953] [bbotk]    FREE     1     5     4     5  931.8156     0.7561830  467.8700 1030.000
## INFO  [12:38:48.953] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:38:48.953] [bbotk]         28.42537          33.37035         37.11762         30.46380 146  NA
## INFO  [12:38:48.953] [bbotk]         29.46265          27.89662         30.24000         27.25909 146  NA
## INFO  [12:38:48.953] [bbotk]         29.24188          26.69339         23.41930         26.85000 146  NA
## INFO  [12:38:48.953] [bbotk]         29.40444          35.68331         30.24000         26.85000 146  NA
## INFO  [12:38:48.953] [bbotk]         29.24188          29.61000         30.24000         26.85000 146  NA
## INFO  [12:38:48.953] [bbotk]         21.99477          29.61000         30.24000         26.85000 146  NA
## INFO  [12:38:48.953] [bbotk]         29.24188          34.25366         32.84987         29.15251 146  NA
## INFO  [12:38:48.953] [bbotk]         29.51011          31.74574         30.24000         31.91591 146  NA
## INFO  [12:38:48.953] [bbotk]         32.68981          29.61000         30.24000         26.85000 146  NA
## INFO  [12:38:48.953] [bbotk]         29.01491          29.61000         30.24000         26.85000 146  NA
## INFO  [12:38:48.953] [bbotk]         29.58175          34.68830         22.60157         26.85000 146  NA
## INFO  [12:38:48.953] [bbotk]         29.34963          29.61000         30.24000         26.85000 146  NA
## INFO  [12:38:48.953] [bbotk]         29.24188          29.61000         30.24000         24.57456 146  NA
## INFO  [12:38:48.953] [bbotk]         29.24188          23.31877         29.93962         29.67891 146  NA
## INFO  [12:38:48.953] [bbotk]         29.45258          29.61000         30.24000         26.85000 146  NA
## INFO  [12:38:48.953] [bbotk]         25.53075          21.60901         30.24000         26.85000 146  NA
## INFO  [12:38:48.953] [bbotk]         29.43990          29.61000         30.24000         26.85000 146  NA
## INFO  [12:38:48.953] [bbotk]         29.56952          29.61000         30.24000         26.85000 146  NA
## INFO  [12:38:48.953] [bbotk]         29.50957          29.61000         30.24000         26.85000 146  NA
## INFO  [12:38:48.953] [bbotk]         29.24188          29.61000         30.24000         29.22743 146  NA
## INFO  [12:38:48.953] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:38:48.953] [bbotk]  2901        0.37     0.175186868          6  0.2457107
## INFO  [12:38:48.953] [bbotk]  2902        0.32     0.127254073          5  0.2546647
## INFO  [12:38:48.953] [bbotk]  2903        0.42     0.280666926          7  0.2401027
## INFO  [12:38:48.953] [bbotk]  2904        0.22     0.044767855          4  0.2314925
## INFO  [12:38:48.953] [bbotk]  2905        0.12     0.149527757          4  0.2776573
## INFO  [12:38:48.953] [bbotk]  2906        0.17     0.163013681          5  0.3444742
## INFO  [12:38:48.953] [bbotk]  2907        0.42     0.111865868          7  0.2495283
## INFO  [12:38:48.953] [bbotk]  2908        0.12     0.051117173          5  0.2362326
## INFO  [12:38:48.953] [bbotk]  2909        0.02     0.119962809          3  0.2080304
## INFO  [12:38:48.953] [bbotk]  2910        0.22     0.177400631          4  0.2516285
## INFO  [12:38:48.953] [bbotk]  2911        0.37     0.237867046          8  0.3185298
## INFO  [12:38:48.953] [bbotk]  2912        0.07     0.061567298          4  0.2598816
## INFO  [12:38:48.953] [bbotk]  2913        0.17     0.129096952          3  0.2032358
## INFO  [12:38:48.953] [bbotk]  2914        0.12     0.098389368          4  0.2361775
## INFO  [12:38:48.953] [bbotk]  2915        0.00     0.059686949          2  0.1741055
## INFO  [12:38:48.953] [bbotk]  2916        0.12     0.173660359          6  0.2596930
## INFO  [12:38:48.953] [bbotk]  2917        0.00     0.059634999          2  0.1741574
## INFO  [12:38:48.953] [bbotk]  2918        0.02     0.001342612          1  0.2007612
## INFO  [12:38:48.953] [bbotk]  2919        0.00     0.059920495          2  0.1738719
## INFO  [12:38:48.953] [bbotk]  2920        0.00     0.083609723          4  0.1546981
## INFO  [12:38:49.184] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:38:49.327] [bbotk] Result of batch 147:
## INFO  [12:38:49.333] [bbotk]  stroke heatF laneF heatP laneP   pointP reactiontimeP swimtimeP daytimeP
## INFO  [12:38:49.333] [bbotk]    FREE    12     7    11     5 902.0000     0.7700000 491.19075 1030.000
## INFO  [12:38:49.333] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:49.333] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:49.333] [bbotk]    FREE     1     6     4     5 975.2450     0.7668017 467.87000 1030.000
## INFO  [12:38:49.333] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:49.333] [bbotk]    FREE     1     5     4     5 952.1577     0.7700000 467.87000 1030.000
## INFO  [12:38:49.333] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:49.333] [bbotk]    FREE     1     5     4     4 902.0000     0.7700000  76.18031 1189.459
## INFO  [12:38:49.333] [bbotk]  BREAST     1     5     4     5 876.7081     0.7652628 467.87000 1661.799
## INFO  [12:38:49.333] [bbotk]    FREE     1     4     5     5 966.8249     0.7700000 245.54803 1030.000
## INFO  [12:38:49.333] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:49.333] [bbotk]    FREE     1     7     4     5 902.0000     0.7303433 181.38016 1030.000
## INFO  [12:38:49.333] [bbotk]    FREE     1     5     6     3 902.0000     0.7700000 247.70526 1030.000
## INFO  [12:38:49.333] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:49.333] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:49.333] [bbotk]    FREE     1     0     4     5 902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:49.333] [bbotk]    FREE     1     5     4     3 902.0000     0.7700000 779.30532 1030.000
## INFO  [12:38:49.333] [bbotk]    FREE     1     5    10     5 902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:49.333] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:49.333] [bbotk]    BACK     1     1     4     5 902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:49.333] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:38:49.333] [bbotk]         29.47063          36.13921         30.24000         28.96909 147  NA
## INFO  [12:38:49.333] [bbotk]         29.24188          29.61000         30.24000         26.85000 147  NA
## INFO  [12:38:49.333] [bbotk]         29.46251          29.61000         30.24000         26.85000 147  NA
## INFO  [12:38:49.333] [bbotk]         29.45258          29.24435         30.08658         32.86339 147  NA
## INFO  [12:38:49.333] [bbotk]         29.55554          29.61000         30.24000         26.85000 147  NA
## INFO  [12:38:49.333] [bbotk]         29.24188          22.81277         30.24000         26.85000 147  NA
## INFO  [12:38:49.333] [bbotk]         29.56952          29.61000         30.24000         26.85000 147  NA
## INFO  [12:38:49.333] [bbotk]         29.43990          35.92638         34.34824         26.85000 147  NA
## INFO  [12:38:49.333] [bbotk]         29.24188          29.61000         30.24000         26.85000 147  NA
## INFO  [12:38:49.333] [bbotk]         34.55293          29.61000         30.24000         26.85000 147  NA
## INFO  [12:38:49.333] [bbotk]         29.46244          29.61000         30.24000         26.85000 147  NA
## INFO  [12:38:49.333] [bbotk]         26.06722          29.61000         33.59548         29.22743 147  NA
## INFO  [12:38:49.333] [bbotk]         29.24188          29.61000         30.24000         22.21190 147  NA
## INFO  [12:38:49.333] [bbotk]         29.45291          29.61000         30.24000         26.85000 147  NA
## INFO  [12:38:49.333] [bbotk]         29.49759          29.61000         30.24000         26.85000 147  NA
## INFO  [12:38:49.333] [bbotk]         26.45489          29.61000         33.39837         23.13761 147  NA
## INFO  [12:38:49.333] [bbotk]         23.41576          29.61000         30.24000         32.49860 147  NA
## INFO  [12:38:49.333] [bbotk]         25.22362          29.61000         35.84417         26.85000 147  NA
## INFO  [12:38:49.333] [bbotk]         29.24188          29.61000         30.24000         26.85000 147  NA
## INFO  [12:38:49.333] [bbotk]         29.24188          29.61000         30.24000         29.41950 147  NA
## INFO  [12:38:49.333] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:38:49.333] [bbotk]  2921        0.22    0.1560084747          6  0.2966036
## INFO  [12:38:49.333] [bbotk]  2922        0.02    0.0588235294          1  0.1749689
## INFO  [12:38:49.333] [bbotk]  2923        0.00    0.0597276213          2  0.1740648
## INFO  [12:38:49.333] [bbotk]  2924        0.00    0.1183195218          7  0.2389685
## INFO  [12:38:49.333] [bbotk]  2925        0.00    0.0601088580          2  0.1736836
## INFO  [12:38:49.333] [bbotk]  2926        0.07    0.1029544554          3  0.1964209
## INFO  [12:38:49.333] [bbotk]  2927        0.00    0.0601661413          2  0.1736263
## INFO  [12:38:49.333] [bbotk]  2928        0.07    0.1896181580          7  0.2141822
## INFO  [12:38:49.333] [bbotk]  2929        0.22    0.1655402551          5  0.2711771
## INFO  [12:38:49.333] [bbotk]  2930        0.12    0.1761386057          5  0.1961540
## INFO  [12:38:49.333] [bbotk]  2931        0.02    0.0009038137          1  0.2003224
## INFO  [12:38:49.333] [bbotk]  2932        0.22    0.0596338576          5  0.2455904
## INFO  [12:38:49.333] [bbotk]  2933        0.22    0.2134326238          5  0.2325732
## INFO  [12:38:49.333] [bbotk]  2934        0.02    0.0008647775          1  0.2002834
## INFO  [12:38:49.333] [bbotk]  2935        0.00    0.0598713994          2  0.1739210
## INFO  [12:38:49.333] [bbotk]  2936        0.27    0.0987649003          4  0.2370432
## INFO  [12:38:49.333] [bbotk]  2937        0.12    0.1892155770          5  0.2511996
## INFO  [12:38:49.333] [bbotk]  2938        0.02    0.1515735858          4  0.2329405
## INFO  [12:38:49.333] [bbotk]  2939        0.07    0.0000000000          0  0.1994186
## INFO  [12:38:49.333] [bbotk]  2940        0.12    0.1305766691          3  0.2699500
## INFO  [12:38:49.583] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:38:49.723] [bbotk] Result of batch 148:
## INFO  [12:38:49.729] [bbotk]  stroke heatF laneF heatP laneP   pointP reactiontimeP swimtimeP daytimeP
## INFO  [12:38:49.729] [bbotk]    FREE     1     5     4     5 923.6223     0.7554051  467.8700 1030.000
## INFO  [12:38:49.729] [bbotk]    FREE     7     7     4     5 912.6439     0.7700000  467.8700 1030.000
## INFO  [12:38:49.729] [bbotk]    BACK     6     7     4     5 902.0000     0.8110386  317.6141 1030.000
## INFO  [12:38:49.729] [bbotk]    FREE     2     7     2     5 941.3690     0.7484037  467.8700 1030.000
## INFO  [12:38:49.729] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  467.8700 1511.252
## INFO  [12:38:49.729] [bbotk]    FREE     7     7    11     5 922.7836     0.7700000  467.8700 1030.000
## INFO  [12:38:49.729] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  467.8700 1785.464
## INFO  [12:38:49.729] [bbotk]  MEDLEY     1     5     4     4 937.8824     0.7828825  411.9643 1030.000
## INFO  [12:38:49.729] [bbotk]    FREE     1     6     4     8 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:49.729] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:49.729] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  240.6760 1030.000
## INFO  [12:38:49.729] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:49.729] [bbotk]    FREE     8     7     6     5 951.5503     0.7700000  467.8700 1030.000
## INFO  [12:38:49.729] [bbotk]     FLY     1     0     4     5 902.0000     0.7700000  467.8700 1678.503
## INFO  [12:38:49.729] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:49.729] [bbotk]    FREE     1     5     4     0 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:49.729] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:49.729] [bbotk]    FREE     1     5     4     5 954.7014     0.7700000  467.8700 1030.000
## INFO  [12:38:49.729] [bbotk]    FREE     1     4     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:49.729] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:49.729] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:38:49.729] [bbotk]         29.24188          29.61000         30.24000         28.68772 148  NA
## INFO  [12:38:49.729] [bbotk]         31.57205          29.61000         28.65437         26.85000 148  NA
## INFO  [12:38:49.729] [bbotk]         29.24188          29.61000         30.24000         26.85000 148  NA
## INFO  [12:38:49.729] [bbotk]         29.55554          29.61000         27.88505         26.85000 148  NA
## INFO  [12:38:49.729] [bbotk]         29.24188          29.61000         30.24000         26.85000 148  NA
## INFO  [12:38:49.729] [bbotk]         29.66451          29.61000         30.00880         26.85000 148  NA
## INFO  [12:38:49.729] [bbotk]         29.51628          32.62986         30.24000         22.07144 148  NA
## INFO  [12:38:49.729] [bbotk]         29.24188          29.61000         30.24000         21.43797 148  NA
## INFO  [12:38:49.729] [bbotk]         29.24188          29.66890         30.24000         26.85000 148  NA
## INFO  [12:38:49.729] [bbotk]         29.50846          29.61000         30.24000         26.85000 148  NA
## INFO  [12:38:49.729] [bbotk]         29.24188          29.61000         30.24000         26.85000 148  NA
## INFO  [12:38:49.729] [bbotk]         29.45291          29.61000         35.94198         26.85000 148  NA
## INFO  [12:38:49.729] [bbotk]         29.24188          29.61000         38.43540         26.85000 148  NA
## INFO  [12:38:49.729] [bbotk]         29.24008          29.61000         30.24000         26.85000 148  NA
## INFO  [12:38:49.729] [bbotk]         29.24188          29.61000         30.24000         26.85000 148  NA
## INFO  [12:38:49.729] [bbotk]         27.41813          29.61000         30.24000         26.85000 148  NA
## INFO  [12:38:49.729] [bbotk]         29.46068          29.61000         30.24000         26.85000 148  NA
## INFO  [12:38:49.729] [bbotk]         29.24188          29.61000         30.24000         26.85000 148  NA
## INFO  [12:38:49.729] [bbotk]         26.94339          29.61000         36.20845         26.85000 148  NA
## INFO  [12:38:49.729] [bbotk]         29.56952          32.82686         29.64413         26.85000 148  NA
## INFO  [12:38:49.729] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:38:49.729] [bbotk]  2941        0.02    0.0781176685          4  0.1604443
## INFO  [12:38:49.729] [bbotk]  2942        0.12    0.0770840715          4  0.2719854
## INFO  [12:38:49.729] [bbotk]  2943        0.12    0.1336502277          4  0.3329711
## INFO  [12:38:49.729] [bbotk]  2944        0.00    0.1437491478          6  0.2727693
## INFO  [12:38:49.729] [bbotk]  2945        0.02    0.0290646227          1  0.2284833
## INFO  [12:38:49.729] [bbotk]  2946        0.00    0.1274640921          5  0.2637837
## INFO  [12:38:49.729] [bbotk]  2947        0.22    0.0825051476          4  0.2800116
## INFO  [12:38:49.729] [bbotk]  2948        0.17    0.2219832112          7  0.2292870
## INFO  [12:38:49.729] [bbotk]  2949        0.17    0.1178754471          3  0.1920143
## INFO  [12:38:49.729] [bbotk]  2950        0.00    0.0599159142          2  0.1738765
## INFO  [12:38:49.729] [bbotk]  2951        0.02    0.0728817967          2  0.1890272
## INFO  [12:38:49.729] [bbotk]  2952        0.02    0.0186301646          2  0.2180488
## INFO  [12:38:49.729] [bbotk]  2953        0.07    0.1607396376          4  0.2984999
## INFO  [12:38:49.729] [bbotk]  2954        0.22    0.1568199564          4  0.2550998
## INFO  [12:38:49.729] [bbotk]  2955        0.07    0.0000000000          0  0.1994186
## INFO  [12:38:49.729] [bbotk]  2956        0.07    0.1251203497          3  0.2074513
## INFO  [12:38:49.729] [bbotk]  2957        0.02    0.0008966184          1  0.2003153
## INFO  [12:38:49.729] [bbotk]  2958        0.00    0.0774987390          2  0.1709651
## INFO  [12:38:49.729] [bbotk]  2959        0.02    0.0868378471          3  0.2270283
## INFO  [12:38:49.729] [bbotk]  2960        0.17    0.0156729151          3  0.2134091
## INFO  [12:38:49.965] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:38:50.104] [bbotk] Result of batch 149:
## INFO  [12:38:50.110] [bbotk]  stroke heatF laneF heatP laneP   pointP reactiontimeP swimtimeP daytimeP
## INFO  [12:38:50.110] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:50.110] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:50.110] [bbotk]  MEDLEY     1     7     6     9 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:50.110] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:50.110] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:50.110] [bbotk]    FREE     1     5     4     0 902.0000     0.7794597  137.8462 1030.000
## INFO  [12:38:50.110] [bbotk]    FREE     1     5     4     5 898.7215     0.7700000  467.8700 1030.000
## INFO  [12:38:50.110] [bbotk]    FREE     1     7     4     5 937.4595     0.7700000  467.8700 1030.000
## INFO  [12:38:50.110] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:50.110] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:50.110] [bbotk]    FREE     1     7     2     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:50.110] [bbotk]    FREE     4     5     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:50.110] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:50.110] [bbotk]    FREE     1     7     9     5 902.0000     0.7906466  467.8700 1088.876
## INFO  [12:38:50.110] [bbotk]    FREE     1     5     4     5 902.0000     0.7601806  467.8700 1030.000
## INFO  [12:38:50.110] [bbotk]    FREE     9     5     3     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:50.110] [bbotk]    FREE     1     5     4     0 902.0000     0.7856942  467.8700 1030.000
## INFO  [12:38:50.110] [bbotk]    FREE     1     0     9     0 902.0000     0.7540290  467.8700 1030.000
## INFO  [12:38:50.110] [bbotk]    FREE     7     5     4     5 910.9534     0.7700000  430.1007 1030.000
## INFO  [12:38:50.110] [bbotk]    FREE     1     1     6     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:50.110] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:38:50.110] [bbotk]         29.46244          29.61000         30.24000         26.85000 149  NA
## INFO  [12:38:50.110] [bbotk]         29.49759          29.61000         30.24000         26.85000 149  NA
## INFO  [12:38:50.110] [bbotk]         29.07963          29.61000         30.24000         26.85000 149  NA
## INFO  [12:38:50.110] [bbotk]         29.40427          29.61000         30.24000         26.85000 149  NA
## INFO  [12:38:50.110] [bbotk]         29.47842          29.61000         30.24000         26.85000 149  NA
## INFO  [12:38:50.110] [bbotk]         29.24188          29.61000         30.24000         26.85000 149  NA
## INFO  [12:38:50.110] [bbotk]         29.24188          29.61000         30.24000         26.85000 149  NA
## INFO  [12:38:50.110] [bbotk]         29.78193          29.61000         30.24000         26.85000 149  NA
## INFO  [12:38:50.110] [bbotk]         29.24188          29.61000         30.24000         26.85000 149  NA
## INFO  [12:38:50.110] [bbotk]         29.38230          29.61000         30.24000         26.85000 149  NA
## INFO  [12:38:50.110] [bbotk]         29.24188          27.90927         30.24000         26.85000 149  NA
## INFO  [12:38:50.110] [bbotk]         29.24188          27.79528         30.24000         26.85000 149  NA
## INFO  [12:38:50.110] [bbotk]         29.50846          29.61000         30.24000         26.85000 149  NA
## INFO  [12:38:50.110] [bbotk]         23.83195          29.61000         30.24000         26.85000 149  NA
## INFO  [12:38:50.110] [bbotk]         29.49902          29.61000         30.24000         26.85000 149  NA
## INFO  [12:38:50.110] [bbotk]         33.09519          29.61000         30.24000         26.85000 149  NA
## INFO  [12:38:50.110] [bbotk]         29.46166          29.61000         25.94824         26.85000 149  NA
## INFO  [12:38:50.110] [bbotk]         34.30731          26.25036         30.24000         29.91864 149  NA
## INFO  [12:38:50.110] [bbotk]         29.45291          29.61000         30.24000         26.85000 149  NA
## INFO  [12:38:50.110] [bbotk]         29.24188          29.61000         30.24000         26.85000 149  NA
## INFO  [12:38:50.110] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:38:50.110] [bbotk]  2961        0.00    0.0597273431          2  0.1740651
## INFO  [12:38:50.110] [bbotk]  2962        0.00    0.0598713994          2  0.1739210
## INFO  [12:38:50.110] [bbotk]  2963        0.12    0.1771354185          4  0.2912817
## INFO  [12:38:50.110] [bbotk]  2964        0.02    0.0006654603          1  0.2000841
## INFO  [12:38:50.110] [bbotk]  2965        0.00    0.0597928377          2  0.1739996
## INFO  [12:38:50.110] [bbotk]  2966        0.02    0.1396139164          4  0.2199101
## INFO  [12:38:50.110] [bbotk]  2967        0.02    0.0599852960          2  0.1761307
## INFO  [12:38:50.110] [bbotk]  2968        0.00    0.0147784042          2  0.2113622
## INFO  [12:38:50.110] [bbotk]  2969        0.07    0.0000000000          0  0.1994186
## INFO  [12:38:50.110] [bbotk]  2970        0.02    0.0005754443          1  0.1999941
## INFO  [12:38:50.110] [bbotk]  2971        0.22    0.0654183181          2  0.2048889
## INFO  [12:38:50.110] [bbotk]  2972        0.12    0.1246838701          3  0.2408292
## INFO  [12:38:50.110] [bbotk]  2973        0.00    0.0599159142          2  0.1738765
## INFO  [12:38:50.110] [bbotk]  2974        0.02    0.0879215423          4  0.2281120
## INFO  [12:38:50.110] [bbotk]  2975        0.00    0.0614817398          3  0.1755196
## INFO  [12:38:50.110] [bbotk]  2976        0.02    0.1922605803          4  0.2740322
## INFO  [12:38:50.110] [bbotk]  2977        0.07    0.1344837283          5  0.2088418
## INFO  [12:38:50.110] [bbotk]  2978        0.22    0.2283058503          7  0.2904568
## INFO  [12:38:50.110] [bbotk]  2979        0.00    0.1240216289          5  0.2320920
## INFO  [12:38:50.110] [bbotk]  2980        0.22    0.1176470588          2  0.1994186
## INFO  [12:38:50.364] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:38:50.505] [bbotk] Result of batch 150:
## INFO  [12:38:50.511] [bbotk]  stroke heatF laneF heatP laneP    pointP reactiontimeP swimtimeP daytimeP
## INFO  [12:38:50.511] [bbotk]    FREE     6     7     4     5  926.1878     0.7700000 467.87000 1030.000
## INFO  [12:38:50.511] [bbotk]    FREE     1     5     9     5  902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:50.511] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:50.511] [bbotk]    FREE     8     7     4     5  945.4510     0.7700000 288.22011 1030.000
## INFO  [12:38:50.511] [bbotk]    FREE    12     5     4     5 1001.8849     0.7700000 595.60250 1030.000
## INFO  [12:38:50.511] [bbotk]    FREE     1     7     4     5  902.0000     0.7757442  39.03586 1355.363
## INFO  [12:38:50.511] [bbotk]    FREE     1     7     4     5  934.0091     0.7700000 467.87000 1030.000
## INFO  [12:38:50.511] [bbotk]    FREE     4     7     4     5  931.8156     0.7561830 467.87000 1119.813
## INFO  [12:38:50.511] [bbotk]     FLY     1     7     4     5  902.0000     0.7443382 467.87000 1030.000
## INFO  [12:38:50.511] [bbotk]     FLY     1     5     4     5  902.0000     0.7700000 935.95976 1030.000
## INFO  [12:38:50.511] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:50.511] [bbotk]    FREE     5     2     4     5  902.0000     0.7700000 682.36585 1030.000
## INFO  [12:38:50.511] [bbotk]    FREE     1     3     3     5  902.0000     0.7700000  97.36175 1311.536
## INFO  [12:38:50.511] [bbotk]    FREE     1     7     4     7  902.0000     0.7849563 718.79848 1030.000
## INFO  [12:38:50.511] [bbotk]    FREE     1     7     4     5  902.0000     0.7832811 467.87000 1030.000
## INFO  [12:38:50.511] [bbotk]  BREAST     1     5     4     9  947.6667     0.7700000 467.87000 1030.000
## INFO  [12:38:50.511] [bbotk]    FREE     4     7    11     1  902.0000     0.7700000 457.06149 1371.290
## INFO  [12:38:50.511] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000 467.87000 1310.730
## INFO  [12:38:50.511] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:50.511] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:50.511] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:38:50.511] [bbotk]         29.24188          28.62045         23.40096         26.85000 150  NA
## INFO  [12:38:50.511] [bbotk]         29.43657          28.76613         30.24000         26.85000 150  NA
## INFO  [12:38:50.511] [bbotk]         29.45291          29.61000         30.24000         26.85000 150  NA
## INFO  [12:38:50.511] [bbotk]         22.72042          29.61000         30.24000         26.85000 150  NA
## INFO  [12:38:50.511] [bbotk]         29.50846          29.61000         30.24000         30.57934 150  NA
## INFO  [12:38:50.511] [bbotk]         29.50846          29.61000         30.24000         26.85000 150  NA
## INFO  [12:38:50.511] [bbotk]         29.65534          29.61000         32.27799         26.85000 150  NA
## INFO  [12:38:50.511] [bbotk]         29.24188          29.61000         28.19925         26.85000 150  NA
## INFO  [12:38:50.511] [bbotk]         29.49759          27.40253         30.24000         26.85000 150  NA
## INFO  [12:38:50.511] [bbotk]         29.46244          29.61000         30.24000         26.85000 150  NA
## INFO  [12:38:50.511] [bbotk]         29.24188          29.61000         30.24000         26.85000 150  NA
## INFO  [12:38:50.511] [bbotk]         29.82214          29.61000         30.24000         22.97200 150  NA
## INFO  [12:38:50.511] [bbotk]         21.64113          29.61000         32.21593         26.85000 150  NA
## INFO  [12:38:50.511] [bbotk]         29.24188          34.33327         30.24000         27.45420 150  NA
## INFO  [12:38:50.511] [bbotk]         29.24188          30.28588         30.24000         23.00954 150  NA
## INFO  [12:38:50.511] [bbotk]         29.24188          29.61000         32.96562         26.85000 150  NA
## INFO  [12:38:50.511] [bbotk]         29.49201          29.61000         29.13912         26.85000 150  NA
## INFO  [12:38:50.511] [bbotk]         29.43478          22.25650         30.24000         26.85000 150  NA
## INFO  [12:38:50.511] [bbotk]         29.24188          29.61000         30.24000         26.85000 150  NA
## INFO  [12:38:50.511] [bbotk]         29.24188          29.61000         30.24000         26.85000 150  NA
## INFO  [12:38:50.511] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:38:50.511] [bbotk]  2981        0.37      0.09253985          4  0.2863166
## INFO  [12:38:50.511] [bbotk]  2982        0.02      0.12171708          4  0.2023641
## INFO  [12:38:50.511] [bbotk]  2983        0.00      0.05968831          2  0.1741041
## INFO  [12:38:50.511] [bbotk]  2984        0.07      0.11206053          4  0.3081419
## INFO  [12:38:50.511] [bbotk]  2985        0.00      0.18080420          6  0.2436876
## INFO  [12:38:50.511] [bbotk]  2986        0.17      0.04821622          4  0.2475371
## INFO  [12:38:50.511] [bbotk]  2987        0.00      0.01938664          3  0.2158952
## INFO  [12:38:50.511] [bbotk]  2988        0.02      0.08342902          5  0.2738150
## INFO  [12:38:50.511] [bbotk]  2989        0.27      0.07262425          4  0.2625322
## INFO  [12:38:50.511] [bbotk]  2990        0.17      0.14751525          4  0.2576082
## INFO  [12:38:50.511] [bbotk]  2991        0.02      0.05882353          1  0.1749689
## INFO  [12:38:50.511] [bbotk]  2992        0.27      0.15281131          5  0.2326707
## INFO  [12:38:50.511] [bbotk]  2993        0.17      0.19487877          6  0.2689260
## INFO  [12:38:50.511] [bbotk]  2994        0.37      0.09814964          5  0.2512636
## INFO  [12:38:50.511] [bbotk]  2995        0.17      0.02411591          3  0.2216224
## INFO  [12:38:50.511] [bbotk]  2996        0.17      0.20114507          5  0.2735298
## INFO  [12:38:50.511] [bbotk]  2997        0.02      0.20220616          7  0.3312660
## INFO  [12:38:50.511] [bbotk]  2998        0.17      0.04625893          3  0.2445531
## INFO  [12:38:50.511] [bbotk]  2999        0.02      0.05882353          1  0.1749689
## INFO  [12:38:50.511] [bbotk]  3000        0.02      0.05882353          1  0.1749689
## INFO  [12:38:50.750] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:38:50.896] [bbotk] Result of batch 151:
## INFO  [12:38:50.902] [bbotk]  stroke heatF laneF heatP laneP    pointP reactiontimeP swimtimeP daytimeP
## INFO  [12:38:50.902] [bbotk]    BACK     2     4     9     5  902.0000     0.7700000  467.8700 1590.736
## INFO  [12:38:50.902] [bbotk]  MEDLEY     7     2     4     2  902.0000     0.7700000  467.8700 1067.932
## INFO  [12:38:50.902] [bbotk]    FREE     1     5     8     8  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:50.902] [bbotk]     FLY     1     7     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:50.902] [bbotk]    FREE     1     5     4     4  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:50.902] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:50.902] [bbotk]    FREE     5     7     4     5  927.0942     0.7700000  467.8700 1227.732
## INFO  [12:38:50.902] [bbotk]    FREE     1     7     4     5  862.6436     0.7723434  467.8700 1156.711
## INFO  [12:38:50.902] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:50.902] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:50.902] [bbotk]    FREE     1     7     3     6 1014.1148     0.7252174  310.1149 1858.464
## INFO  [12:38:50.902] [bbotk]    FREE     1     5     4     5  859.4763     0.7842620  467.8700 1030.000
## INFO  [12:38:50.902] [bbotk]    FREE     5     5     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:50.902] [bbotk]    FREE     3     7     3     4  869.1944     0.7700000  467.8700 1030.000
## INFO  [12:38:50.902] [bbotk]    FREE     1     7     3     5 1009.7261     0.7700000  467.8700 1798.224
## INFO  [12:38:50.902] [bbotk]     FLY     1     7     4     5  902.0000     0.7700000  467.8700 1115.114
## INFO  [12:38:50.902] [bbotk]    FREE     1     7     4     5  902.0000     0.7734056  467.8700 1026.163
## INFO  [12:38:50.902] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:50.902] [bbotk]    FREE     8     9    11     5  966.7527     0.7700000  467.8700 1030.000
## INFO  [12:38:50.902] [bbotk]    FREE     1     5     9     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:50.902] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:38:50.902] [bbotk]         24.59063          29.09264         35.41156         26.85000 151  NA
## INFO  [12:38:50.902] [bbotk]         30.57776          29.61000         30.24000         26.85000 151  NA
## INFO  [12:38:50.902] [bbotk]         29.24188          29.61000         30.24000         22.30813 151  NA
## INFO  [12:38:50.902] [bbotk]         22.73708          29.61000         30.24000         26.85000 151  NA
## INFO  [12:38:50.902] [bbotk]         29.45456          29.61000         30.24000         26.85000 151  NA
## INFO  [12:38:50.902] [bbotk]         29.49759          33.42173         30.24000         23.21910 151  NA
## INFO  [12:38:50.902] [bbotk]         29.24188          26.99031         30.24000         22.75017 151  NA
## INFO  [12:38:50.902] [bbotk]         29.24188          29.61000         30.24000         30.58327 151  NA
## INFO  [12:38:50.902] [bbotk]         29.65534          29.61000         30.24000         26.85000 151  NA
## INFO  [12:38:50.902] [bbotk]         29.50846          29.61000         30.24000         26.85000 151  NA
## INFO  [12:38:50.902] [bbotk]         27.64286          29.61000         30.24000         26.85000 151  NA
## INFO  [12:38:50.902] [bbotk]         34.16443          29.61000         30.24000         30.15735 151  NA
## INFO  [12:38:50.902] [bbotk]         29.56952          29.61000         30.24000         23.18148 151  NA
## INFO  [12:38:50.902] [bbotk]         29.45291          29.61000         30.24000         22.88845 151  NA
## INFO  [12:38:50.902] [bbotk]         29.65534          25.47419         22.25572         31.01835 151  NA
## INFO  [12:38:50.902] [bbotk]         29.45258          29.61000         30.24000         26.85000 151  NA
## INFO  [12:38:50.902] [bbotk]         29.24188          29.61000         30.24000         22.03542 151  NA
## INFO  [12:38:50.902] [bbotk]         29.24188          29.61000         30.24000         26.85000 151  NA
## INFO  [12:38:50.902] [bbotk]         29.24188          29.61000         30.24000         26.85000 151  NA
## INFO  [12:38:50.902] [bbotk]         35.36185          29.61000         31.11116         26.85000 151  NA
## INFO  [12:38:50.902] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:38:50.902] [bbotk]  3001        0.12     0.306337694          8  0.3814672
## INFO  [12:38:50.902] [bbotk]  3002        0.37     0.243059129          6  0.3157877
## INFO  [12:38:50.902] [bbotk]  3003        0.12     0.199325050          4  0.2225149
## INFO  [12:38:50.902] [bbotk]  3004        0.12     0.085478708          2  0.2844927
## INFO  [12:38:50.902] [bbotk]  3005        0.00     0.118518576          3  0.1434193
## INFO  [12:38:50.902] [bbotk]  3006        0.22     0.092922394          4  0.1921595
## INFO  [12:38:50.902] [bbotk]  3007        0.32     0.110445988          5  0.3039931
## INFO  [12:38:50.902] [bbotk]  3008        0.07     0.040767370          4  0.2391321
## INFO  [12:38:50.902] [bbotk]  3009        0.02     0.001694279          1  0.2011129
## INFO  [12:38:50.902] [bbotk]  3010        0.02     0.001092385          1  0.2005110
## INFO  [12:38:50.902] [bbotk]  3011        0.07     0.231041331          7  0.2913112
## INFO  [12:38:50.902] [bbotk]  3012        0.07     0.113036501          5  0.1841913
## INFO  [12:38:50.902] [bbotk]  3013        0.12     0.137449489          4  0.2509096
## INFO  [12:38:50.902] [bbotk]  3014        0.12     0.208894623          6  0.2909080
## INFO  [12:38:50.902] [bbotk]  3015        0.27     0.206975725          7  0.3177790
## INFO  [12:38:50.902] [bbotk]  3016        0.12     0.064827285          3  0.2642459
## INFO  [12:38:50.902] [bbotk]  3017        0.17     0.025014930          3  0.2225214
## INFO  [12:38:50.902] [bbotk]  3018        0.02     0.058823529          1  0.1749689
## INFO  [12:38:50.902] [bbotk]  3019        0.02     0.199416275          4  0.2783530
## INFO  [12:38:50.902] [bbotk]  3020        0.12     0.145439558          4  0.2272111
## INFO  [12:38:51.125] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:38:51.291] [bbotk] Result of batch 152:
## INFO  [12:38:51.297] [bbotk]  stroke heatF laneF heatP laneP   pointP reactiontimeP swimtimeP daytimeP
## INFO  [12:38:51.297] [bbotk]    FREE     3     0     4     5 902.0000     0.7571837  467.8700 1030.000
## INFO  [12:38:51.297] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:51.297] [bbotk]    FREE     1     5     4     9 906.2137     0.7381587  467.8700 1030.000
## INFO  [12:38:51.297] [bbotk]    FREE     1     0     4     5 983.5959     0.7613153  467.8700 1030.000
## INFO  [12:38:51.297] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  467.8700 1251.193
## INFO  [12:38:51.297] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:51.297] [bbotk]    FREE     1     3     4     5 883.0200     0.7700000  467.8700 1880.414
## INFO  [12:38:51.297] [bbotk]  BREAST    11     5     4     0 860.5058     0.7700000  467.8700 1241.284
## INFO  [12:38:51.297] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  184.7515 1415.455
## INFO  [12:38:51.297] [bbotk]  MEDLEY     1     7     4     6 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:51.297] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:51.297] [bbotk]     FLY     1     7     4     2 859.2324     0.7700000  467.8700 1030.000
## INFO  [12:38:51.297] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:51.297] [bbotk]    FREE     1     7     4     8 902.0000     0.7783183  467.8700 1030.000
## INFO  [12:38:51.297] [bbotk]    FREE     1     1     4     5 912.2352     0.7700000  467.8700 1030.000
## INFO  [12:38:51.297] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:51.297] [bbotk]    FREE     1     7     3     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:51.297] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:51.297] [bbotk]    BACK     1     5     4     7 886.1702     0.7786157  467.8700 1030.000
## INFO  [12:38:51.297] [bbotk]    FREE     1     5     3     5 952.5652     0.7700000  467.8700 1030.000
## INFO  [12:38:51.297] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:38:51.297] [bbotk]         29.47842          30.79733         30.24000         26.85000 152  NA
## INFO  [12:38:51.297] [bbotk]         29.50846          29.61000         30.24000         26.85000 152  NA
## INFO  [12:38:51.297] [bbotk]         29.11923          33.64043         30.24000         26.85000 152  NA
## INFO  [12:38:51.297] [bbotk]         25.82014          29.61000         26.71911         29.22743 152  NA
## INFO  [12:38:51.297] [bbotk]         24.33819          29.61000         30.24000         26.85000 152  NA
## INFO  [12:38:51.297] [bbotk]         29.24188          29.61000         30.24000         26.85000 152  NA
## INFO  [12:38:51.297] [bbotk]         29.39221          22.63315         30.90683         26.85000 152  NA
## INFO  [12:38:51.297] [bbotk]         32.65923          29.61000         30.24000         26.85000 152  NA
## INFO  [12:38:51.297] [bbotk]         29.46116          29.61000         30.24000         32.33561 152  NA
## INFO  [12:38:51.297] [bbotk]         29.24188          29.61000         30.24000         26.18801 152  NA
## INFO  [12:38:51.297] [bbotk]         29.41372          29.61000         30.24000         26.85000 152  NA
## INFO  [12:38:51.297] [bbotk]         33.75917          21.65725         30.24000         26.85000 152  NA
## INFO  [12:38:51.297] [bbotk]         29.55554          29.61000         30.24000         26.85000 152  NA
## INFO  [12:38:51.297] [bbotk]         29.24188          29.61000         30.24000         26.85000 152  NA
## INFO  [12:38:51.297] [bbotk]         29.48681          29.61000         30.24000         26.85000 152  NA
## INFO  [12:38:51.297] [bbotk]         29.24188          29.61000         30.24000         26.85000 152  NA
## INFO  [12:38:51.297] [bbotk]         25.21390          32.48294         30.24000         29.90235 152  NA
## INFO  [12:38:51.297] [bbotk]         29.24188          29.61000         30.24000         26.85000 152  NA
## INFO  [12:38:51.297] [bbotk]         29.64400          29.61000         28.86664         32.98141 152  NA
## INFO  [12:38:51.297] [bbotk]         29.24188          35.12974         30.24000         26.85000 152  NA
## INFO  [12:38:51.297] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:38:51.297] [bbotk]  3021        0.22     0.125314564          5  0.2617213
## INFO  [12:38:51.297] [bbotk]  3022        0.02     0.001092385          1  0.2005110
## INFO  [12:38:51.297] [bbotk]  3023        0.12     0.140474139          6  0.2202068
## INFO  [12:38:51.297] [bbotk]  3024        0.12     0.126111247          6  0.2544750
## INFO  [12:38:51.297] [bbotk]  3025        0.07     0.033452882          2  0.2324669
## INFO  [12:38:51.297] [bbotk]  3026        0.02     0.058823529          1  0.1749689
## INFO  [12:38:51.297] [bbotk]  3027        0.27     0.146656169          6  0.2647587
## INFO  [12:38:51.297] [bbotk]  3028        0.27     0.276761738          7  0.3604860
## INFO  [12:38:51.297] [bbotk]  3029        0.07     0.069299760          4  0.2666332
## INFO  [12:38:51.297] [bbotk]  3030        0.17     0.120978159          3  0.2366889
## INFO  [12:38:51.297] [bbotk]  3031        0.00     0.059527718          2  0.1742647
## INFO  [12:38:51.297] [bbotk]  3032        0.42     0.182150747          5  0.3142439
## INFO  [12:38:51.297] [bbotk]  3033        0.02     0.001285329          1  0.2007040
## INFO  [12:38:51.297] [bbotk]  3034        0.12     0.060182736          2  0.2024746
## INFO  [12:38:51.297] [bbotk]  3035        0.17     0.063454161          3  0.2012144
## INFO  [12:38:51.297] [bbotk]  3036        0.07     0.000000000          0  0.1994186
## INFO  [12:38:51.297] [bbotk]  3037        0.12     0.101828738          4  0.2420192
## INFO  [12:38:51.297] [bbotk]  3038        0.07     0.000000000          0  0.1994186
## INFO  [12:38:51.297] [bbotk]  3039        0.17     0.220267541          8  0.2969389
## INFO  [12:38:51.297] [bbotk]  3040        0.17     0.156968730          4  0.2293535
## INFO  [12:38:51.535] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:38:51.695] [bbotk] Result of batch 153:
## INFO  [12:38:51.701] [bbotk]  stroke heatF laneF heatP laneP   pointP reactiontimeP swimtimeP  daytimeP
## INFO  [12:38:51.701] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:38:51.701] [bbotk]    FREE     1     5     4     6 957.5638     0.7700000  467.8700  986.2086
## INFO  [12:38:51.701] [bbotk]     FLY     1     5     4     5 902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:38:51.701] [bbotk]    FREE    10     6     4     3 902.0000     0.7700000  857.4912 1190.7168
## INFO  [12:38:51.701] [bbotk]    FREE     1     7     4     5 934.0091     0.7700000  467.8700 1030.0000
## INFO  [12:38:51.701] [bbotk]    FREE     1     5     4     5 937.8963     0.7627797  467.8700 1030.0000
## INFO  [12:38:51.701] [bbotk]    FREE     7     7     8     5 902.0000     0.7700000  284.1709 1030.0000
## INFO  [12:38:51.701] [bbotk]  BREAST     9     7     7     7 871.5471     0.7700000  467.8700 1337.6951
## INFO  [12:38:51.701] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:38:51.701] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:38:51.701] [bbotk]    FREE     6     5     4     9 934.0091     0.7700000  467.8700 1030.0000
## INFO  [12:38:51.701] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:38:51.701] [bbotk]    FREE    12     7     4     4 902.0000     0.7700000  467.8700 1795.6166
## INFO  [12:38:51.701] [bbotk]    FREE     1     7     1     5 902.0000     0.8020938  483.4128 1030.0000
## INFO  [12:38:51.701] [bbotk]    FREE     1     5     2     5 910.1124     0.8140698  825.1194 1030.0000
## INFO  [12:38:51.701] [bbotk]    BACK     7     4     4     5 994.7929     0.7700000  467.8700 1030.0000
## INFO  [12:38:51.701] [bbotk]     FLY     6     7     4     5 924.5923     0.7700000  467.8700 1030.0000
## INFO  [12:38:51.701] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:38:51.701] [bbotk]    FREE     1     3     4     2 902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:38:51.701] [bbotk]    FREE     1     5     8     5 902.0000     0.7700000  245.8723 1099.8632
## INFO  [12:38:51.701] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:38:51.701] [bbotk]         29.24188          29.61000         30.24000         26.85000 153  NA
## INFO  [12:38:51.701] [bbotk]         35.15366          29.61000         30.24000         26.85000 153  NA
## INFO  [12:38:51.701] [bbotk]         34.18067          29.61000         30.24000         29.22743 153  NA
## INFO  [12:38:51.701] [bbotk]         24.90299          29.61000         30.24000         26.85000 153  NA
## INFO  [12:38:51.701] [bbotk]         29.65534          29.61000         30.24000         26.85000 153  NA
## INFO  [12:38:51.701] [bbotk]         28.38225          29.61000         30.24000         24.18091 153  NA
## INFO  [12:38:51.701] [bbotk]         23.11898          29.61000         30.24000         27.68592 153  NA
## INFO  [12:38:51.701] [bbotk]         29.46166          36.50580         30.24000         26.85000 153  NA
## INFO  [12:38:51.701] [bbotk]         29.46279          29.61000         30.24000         26.85000 153  NA
## INFO  [12:38:51.701] [bbotk]         29.24188          29.61000         30.24000         26.85000 153  NA
## INFO  [12:38:51.701] [bbotk]         29.65534          29.61000         30.24000         26.85000 153  NA
## INFO  [12:38:51.701] [bbotk]         29.24188          29.61000         30.24000         26.85000 153  NA
## INFO  [12:38:51.701] [bbotk]         29.45258          29.61000         30.24000         26.85000 153  NA
## INFO  [12:38:51.701] [bbotk]         29.24188          24.71944         30.24000         24.49047 153  NA
## INFO  [12:38:51.701] [bbotk]         22.86332          29.61000         30.24000         26.85000 153  NA
## INFO  [12:38:51.701] [bbotk]         29.37343          29.61000         30.24000         26.85000 153  NA
## INFO  [12:38:51.701] [bbotk]         29.43968          29.61000         24.98319         26.85000 153  NA
## INFO  [12:38:51.701] [bbotk]         29.24188          29.61000         30.24000         26.85000 153  NA
## INFO  [12:38:51.701] [bbotk]         22.17375          29.61000         30.24000         25.82191 153  NA
## INFO  [12:38:51.701] [bbotk]         29.24188          29.61000         30.24000         26.85000 153  NA
## INFO  [12:38:51.701] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:38:51.701] [bbotk]  3041        0.07     0.000000000          0  0.1994186
## INFO  [12:38:51.701] [bbotk]  3042        0.17     0.164206467          5  0.2348017
## INFO  [12:38:51.701] [bbotk]  3043        0.17     0.149848205          4  0.2244982
## INFO  [12:38:51.701] [bbotk]  3044        0.22     0.228065570          6  0.3017844
## INFO  [12:38:51.701] [bbotk]  3045        0.00     0.013036981          2  0.2096207
## INFO  [12:38:51.701] [bbotk]  3046        0.17     0.089676736          5  0.1831431
## INFO  [12:38:51.701] [bbotk]  3047        0.02     0.158310525          5  0.2984032
## INFO  [12:38:51.701] [bbotk]  3048        0.37     0.292308170          8  0.3738258
## INFO  [12:38:51.701] [bbotk]  3049        0.02     0.000905248          1  0.2003239
## INFO  [12:38:51.701] [bbotk]  3050        0.02     0.058823529          1  0.1749689
## INFO  [12:38:51.701] [bbotk]  3051        0.00     0.189507569          5  0.2618923
## INFO  [12:38:51.701] [bbotk]  3052        0.07     0.000000000          0  0.1994186
## INFO  [12:38:51.701] [bbotk]  3053        0.00     0.164748949          4  0.3072967
## INFO  [12:38:51.701] [bbotk]  3054        0.37     0.095866128          5  0.2334246
## INFO  [12:38:51.701] [bbotk]  3055        0.07     0.175966348          6  0.2427440
## INFO  [12:38:51.701] [bbotk]  3056        0.00     0.209891620          5  0.3476519
## INFO  [12:38:51.701] [bbotk]  3057        0.22     0.142841809          5  0.3377431
## INFO  [12:38:51.701] [bbotk]  3058        0.02     0.058823529          1  0.1749689
## INFO  [12:38:51.701] [bbotk]  3059        0.32     0.151783921          4  0.1636659
## INFO  [12:38:51.701] [bbotk]  3060        0.00     0.135603091          4  0.2172769
## INFO  [12:38:51.921] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:38:52.077] [bbotk] Result of batch 154:
## INFO  [12:38:52.083] [bbotk]  stroke heatF laneF heatP laneP    pointP reactiontimeP swimtimeP daytimeP
## INFO  [12:38:52.083] [bbotk]    FREE    12     5     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:52.083] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:52.083] [bbotk]    FREE     1     8     4     5  857.4458     0.7700000  467.8700 1028.907
## INFO  [12:38:52.083] [bbotk]    FREE     1     9     7     9  895.2704     0.7700000  467.8700 1030.000
## INFO  [12:38:52.083] [bbotk]    FREE     1     5     4     3  962.4387     0.7700000  467.8700 1030.000
## INFO  [12:38:52.083] [bbotk]    FREE     1     5     4     5  967.6539     0.7700000  467.8700 1030.000
## INFO  [12:38:52.083] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:52.083] [bbotk]    FREE     1     7     4     5  934.0091     0.7700000  467.8700 1124.475
## INFO  [12:38:52.083] [bbotk]  MEDLEY     1     7     4     5  902.0000     0.7700000  861.2962 1030.000
## INFO  [12:38:52.083] [bbotk]     FLY     1     1     4     4  910.6560     0.7700000  467.8700 1030.000
## INFO  [12:38:52.083] [bbotk]    FREE     4     5     4     4  902.0000     0.7717569  467.8700 1472.786
## INFO  [12:38:52.083] [bbotk]    FREE    12     4     6     5  902.0000     0.7559311  467.8700 1127.945
## INFO  [12:38:52.083] [bbotk]    BACK     1     7     4     5  897.6592     0.7700000  188.4684 1030.000
## INFO  [12:38:52.083] [bbotk]    FREE     1     9     4     5  984.3237     0.8008646  467.8700 1030.000
## INFO  [12:38:52.083] [bbotk]    FREE     1     5     4     5  931.8156     0.7561830  467.8700 1030.000
## INFO  [12:38:52.083] [bbotk]    FREE     8     5     5     5  876.8054     0.7700000  103.8545 1385.596
## INFO  [12:38:52.083] [bbotk]    FREE     1     5     4     5  930.9788     0.7700000  467.8700 1030.000
## INFO  [12:38:52.083] [bbotk]    FREE     1     7     4     5  885.5294     0.7700000  467.8700 1030.000
## INFO  [12:38:52.083] [bbotk]    BACK     9     7     4     5  902.0000     0.8020049  480.2981 1684.219
## INFO  [12:38:52.083] [bbotk]    FREE     1     9     4     5 1015.4731     0.7700000  467.8700 1030.000
## INFO  [12:38:52.083] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:38:52.083] [bbotk]         29.24188          29.61000         30.24000         26.85000 154  NA
## INFO  [12:38:52.083] [bbotk]         29.41372          29.61000         30.24000         26.85000 154  NA
## INFO  [12:38:52.083] [bbotk]         29.50846          29.61000         30.24000         24.04124 154  NA
## INFO  [12:38:52.083] [bbotk]         22.35980          21.61463         30.24000         22.65116 154  NA
## INFO  [12:38:52.083] [bbotk]         35.56735          29.61000         25.20651         26.85000 154  NA
## INFO  [12:38:52.083] [bbotk]         29.45786          27.68679         30.24000         26.85000 154  NA
## INFO  [12:38:52.083] [bbotk]         29.24188          29.61000         30.24000         26.85000 154  NA
## INFO  [12:38:52.083] [bbotk]         29.24188          29.61000         40.02134         26.85000 154  NA
## INFO  [12:38:52.083] [bbotk]         29.47842          29.61000         30.24000         26.85000 154  NA
## INFO  [12:38:52.083] [bbotk]         29.45456          30.40199         24.28843         25.87934 154  NA
## INFO  [12:38:52.083] [bbotk]         29.24188          29.61000         23.74634         26.85000 154  NA
## INFO  [12:38:52.083] [bbotk]         30.26099          28.00678         30.24000         26.85000 154  NA
## INFO  [12:38:52.083] [bbotk]         29.24188          29.61000         30.24000         26.85000 154  NA
## INFO  [12:38:52.083] [bbotk]         29.46244          29.61000         30.24000         26.85000 154  NA
## INFO  [12:38:52.083] [bbotk]         29.24188          29.61000         30.24000         29.22743 154  NA
## INFO  [12:38:52.083] [bbotk]         29.24188          29.61000         23.62784         26.85000 154  NA
## INFO  [12:38:52.083] [bbotk]         29.67664          29.61000         30.24000         26.85000 154  NA
## INFO  [12:38:52.083] [bbotk]         29.24188          29.61000         30.24000         26.85000 154  NA
## INFO  [12:38:52.083] [bbotk]         29.24188          29.61000         34.30816         26.85000 154  NA
## INFO  [12:38:52.083] [bbotk]         29.38216          31.08445         30.24000         26.85000 154  NA
## INFO  [12:38:52.083] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:38:52.083] [bbotk]  3061        0.02    0.1176470588          2  0.2337924
## INFO  [12:38:52.083] [bbotk]  3062        0.02    0.0007041881          1  0.2001228
## INFO  [12:38:52.083] [bbotk]  3063        0.32    0.0899036263          5  0.2285866
## INFO  [12:38:52.083] [bbotk]  3064        0.32    0.2591878833          7  0.3281873
## INFO  [12:38:52.083] [bbotk]  3065        0.27    0.1806670120          5  0.2488145
## INFO  [12:38:52.083] [bbotk]  3066        0.02    0.0904310966          4  0.1821274
## INFO  [12:38:52.083] [bbotk]  3067        0.07    0.0000000000          0  0.1994186
## INFO  [12:38:52.083] [bbotk]  3068        0.02    0.0475236510          3  0.2369122
## INFO  [12:38:52.083] [bbotk]  3069        0.02    0.0841371929          3  0.2835558
## INFO  [12:38:52.083] [bbotk]  3070        0.32    0.2069077997          8  0.2785492
## INFO  [12:38:52.083] [bbotk]  3071        0.12    0.2237311803          6  0.2438204
## INFO  [12:38:52.083] [bbotk]  3072        0.27    0.1950774785          7  0.2379035
## INFO  [12:38:52.083] [bbotk]  3073        0.07    0.0776504743          3  0.2706246
## INFO  [12:38:52.083] [bbotk]  3074        0.12    0.0939426984          4  0.2317029
## INFO  [12:38:52.083] [bbotk]  3075        0.00    0.0836097229          4  0.1546981
## INFO  [12:38:52.083] [bbotk]  3076        0.17    0.2500000088          7  0.2703268
## INFO  [12:38:52.083] [bbotk]  3077        0.00    0.0708739831          3  0.1629184
## INFO  [12:38:52.083] [bbotk]  3078        0.07    0.0058365116          1  0.2052551
## INFO  [12:38:52.083] [bbotk]  3079        0.02    0.1758313886          6  0.3243616
## INFO  [12:38:52.083] [bbotk]  3080        0.17    0.1053259201          4  0.2430862
## INFO  [12:38:52.307] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:38:52.446] [bbotk] Result of batch 155:
## INFO  [12:38:52.455] [bbotk]  stroke heatF laneF heatP laneP   pointP reactiontimeP swimtimeP  daytimeP
## INFO  [12:38:52.455] [bbotk]    FREE    11     7    11     5 902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:38:52.455] [bbotk]    FREE    11     5     4     2 902.0000     0.7475438  467.8700  996.2872
## INFO  [12:38:52.455] [bbotk]    FREE    10     7     4     5 902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:38:52.455] [bbotk]  MEDLEY     3     7     4     5 885.4634     0.7700000  467.8700 1798.4408
## INFO  [12:38:52.455] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:38:52.455] [bbotk]    FREE     1     5     9     5 902.0000     0.7700000  967.4553 1030.0000
## INFO  [12:38:52.455] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:38:52.455] [bbotk]    FREE     1     7     4     4 902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:38:52.455] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:38:52.455] [bbotk]    FREE     1     7     9     5 902.0000     0.7700000  714.6351 1030.0000
## INFO  [12:38:52.455] [bbotk]    FREE     1     7     4     5 902.0000     0.7561578  467.8700 1030.0000
## INFO  [12:38:52.455] [bbotk]    FREE     1     7     2     5 893.2479     0.7700000  773.9779 1030.0000
## INFO  [12:38:52.455] [bbotk]  BREAST     1     5     5     5 957.9313     0.7700000  844.9337 1030.0000
## INFO  [12:38:52.455] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  467.8700 1030.0000
## INFO  [12:38:52.455] [bbotk]     FLY    12     7     4     5 868.7701     0.7700000  488.1546 1030.0000
## INFO  [12:38:52.455] [bbotk]    FREE     1     7     4     9 902.0000     0.7771694  467.8700 1030.0000
## INFO  [12:38:52.455] [bbotk]    FREE     1     5     4     5 902.0000     0.7561830  467.8700 1030.0000
## INFO  [12:38:52.455] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  467.8700 1546.6771
## INFO  [12:38:52.455] [bbotk]    FREE     1     7    11     5 938.2347     0.8102078  467.8700 1030.0000
## INFO  [12:38:52.455] [bbotk]    FREE     9     7     4     9 934.0091     0.7700000  467.8700 1030.0000
## INFO  [12:38:52.455] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:38:52.455] [bbotk]         27.05131          29.61000         30.24000         26.85000 155  NA
## INFO  [12:38:52.455] [bbotk]         29.24188          24.09816         30.24000         26.85000 155  NA
## INFO  [12:38:52.455] [bbotk]         29.24188          29.61000         28.54818         26.85000 155  NA
## INFO  [12:38:52.455] [bbotk]         33.70997          29.61000         30.24000         26.85000 155  NA
## INFO  [12:38:52.455] [bbotk]         29.24188          29.61000         30.24000         26.85000 155  NA
## INFO  [12:38:52.455] [bbotk]         29.24188          32.10782         30.24000         26.85000 155  NA
## INFO  [12:38:52.455] [bbotk]         24.48916          29.61000         38.03518         26.85000 155  NA
## INFO  [12:38:52.455] [bbotk]         29.24188          29.61000         30.24000         26.85000 155  NA
## INFO  [12:38:52.455] [bbotk]         29.10589          29.61000         30.24000         27.76195 155  NA
## INFO  [12:38:52.455] [bbotk]         29.24188          29.61000         30.24000         26.85000 155  NA
## INFO  [12:38:52.455] [bbotk]         29.24188          29.61000         30.24000         26.85000 155  NA
## INFO  [12:38:52.455] [bbotk]         29.55891          29.61000         30.24000         26.85000 155  NA
## INFO  [12:38:52.455] [bbotk]         31.61436          31.12122         30.24000         26.85000 155  NA
## INFO  [12:38:52.455] [bbotk]         29.24188          29.61000         30.24000         26.85000 155  NA
## INFO  [12:38:52.455] [bbotk]         29.45360          33.50542         30.24000         26.85000 155  NA
## INFO  [12:38:52.455] [bbotk]         29.63376          27.73157         30.24000         26.85000 155  NA
## INFO  [12:38:52.455] [bbotk]         29.24188          29.61000         30.24000         29.22743 155  NA
## INFO  [12:38:52.455] [bbotk]         30.32220          29.61000         30.24000         26.85000 155  NA
## INFO  [12:38:52.455] [bbotk]         29.24188          29.61000         30.24000         26.85000 155  NA
## INFO  [12:38:52.455] [bbotk]         29.24188          29.61000         30.50344         26.85000 155  NA
## INFO  [12:38:52.455] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:38:52.455] [bbotk]  3081        0.02     0.126623491          3  0.2668139
## INFO  [12:38:52.455] [bbotk]  3082        0.37     0.203548787          6  0.2702824
## INFO  [12:38:52.455] [bbotk]  3083        0.17     0.064094639          2  0.2618308
## INFO  [12:38:52.455] [bbotk]  3084        0.07     0.188225197          5  0.3356557
## INFO  [12:38:52.455] [bbotk]  3085        0.07     0.000000000          0  0.1994186
## INFO  [12:38:52.455] [bbotk]  3086        0.07     0.158245901          4  0.2400175
## INFO  [12:38:52.455] [bbotk]  3087        0.07     0.102586163          3  0.2075152
## INFO  [12:38:52.455] [bbotk]  3088        0.02     0.058823529          1  0.2013713
## INFO  [12:38:52.455] [bbotk]  3089        0.07     0.005146135          2  0.2041601
## INFO  [12:38:52.455] [bbotk]  3090        0.02     0.074092816          2  0.2146879
## INFO  [12:38:52.455] [bbotk]  3091        0.07     0.002261791          1  0.1971568
## INFO  [12:38:52.455] [bbotk]  3092        0.00     0.082165324          4  0.2227604
## INFO  [12:38:52.455] [bbotk]  3093        0.17     0.235204023          7  0.2487652
## INFO  [12:38:52.455] [bbotk]  3094        0.07     0.000000000          0  0.1994186
## INFO  [12:38:52.455] [bbotk]  3095        0.32     0.146650110          6  0.3460687
## INFO  [12:38:52.455] [bbotk]  3096        0.27     0.068884688          4  0.2480397
## INFO  [12:38:52.455] [bbotk]  3097        0.02     0.073044313          3  0.1652635
## INFO  [12:38:52.455] [bbotk]  3098        0.02     0.035631024          2  0.2350497
## INFO  [12:38:52.455] [bbotk]  3099        0.02     0.078233497          3  0.2159937
## INFO  [12:38:52.455] [bbotk]  3100        0.12     0.129810538          4  0.3001217
## INFO  [12:38:52.708] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:38:52.849] [bbotk] Result of batch 156:
## INFO  [12:38:52.855] [bbotk]  stroke heatF laneF heatP laneP   pointP reactiontimeP swimtimeP  daytimeP
## INFO  [12:38:52.855] [bbotk]    FREE     1     7     4     5 883.6195     0.7700000 347.71453  986.8327
## INFO  [12:38:52.855] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000 467.87000 1030.0000
## INFO  [12:38:52.855] [bbotk]    FREE    10     5     4     5 902.0000     0.7561830 467.87000 1030.0000
## INFO  [12:38:52.855] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  71.93999 1067.4850
## INFO  [12:38:52.855] [bbotk]     FLY     1     8     4     5 923.4588     0.6994989 915.48513 1508.1412
## INFO  [12:38:52.855] [bbotk]    FREE     1     7     4     5 934.0091     0.7700000 170.60618 1030.0000
## INFO  [12:38:52.855] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000 467.87000 1030.0000
## INFO  [12:38:52.855] [bbotk]    FREE     1     7     8     5 902.0000     0.7700000 467.87000 1030.0000
## INFO  [12:38:52.855] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000 467.87000 1158.8389
## INFO  [12:38:52.855] [bbotk]    FREE     1     3     4     9 934.0091     0.7700000 467.87000  973.4529
## INFO  [12:38:52.855] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000 467.87000 1572.0300
## INFO  [12:38:52.855] [bbotk]    FREE     6     7     4     5 902.0000     0.7948300 467.87000 1030.0000
## INFO  [12:38:52.855] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000 467.87000 1030.0000
## INFO  [12:38:52.855] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000 293.69573  945.0105
## INFO  [12:38:52.855] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000 467.87000 1030.0000
## INFO  [12:38:52.855] [bbotk]    FREE     1     7     8     5 868.0545     0.7700000 467.87000 1030.0000
## INFO  [12:38:52.855] [bbotk]    BACK     1     7     4     5 902.0000     0.7700000 467.87000 1030.0000
## INFO  [12:38:52.855] [bbotk]    BACK     1     7     4     3 902.0000     0.7700000 467.87000 1030.0000
## INFO  [12:38:52.855] [bbotk]    FREE     8     4     8     5 902.0000     0.7700000 444.72903 1030.0000
## INFO  [12:38:52.855] [bbotk]    FREE     1     7     4     5 925.3094     0.7700000 467.87000 1030.0000
## INFO  [12:38:52.855] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:38:52.855] [bbotk]         29.24188          22.03817         30.24000         26.85000 156  NA
## INFO  [12:38:52.855] [bbotk]         22.23018          29.61000         30.24000         26.85000 156  NA
## INFO  [12:38:52.855] [bbotk]         29.24188          29.61000         30.24000         26.85000 156  NA
## INFO  [12:38:52.855] [bbotk]         29.24188          29.61000         34.84802         26.85000 156  NA
## INFO  [12:38:52.855] [bbotk]         29.38736          29.61000         30.24000         26.85000 156  NA
## INFO  [12:38:52.855] [bbotk]         29.24188          29.61000         30.24000         26.85000 156  NA
## INFO  [12:38:52.855] [bbotk]         29.24188          29.61000         30.24000         26.85000 156  NA
## INFO  [12:38:52.855] [bbotk]         29.65534          29.61000         30.24000         22.98568 156  NA
## INFO  [12:38:52.855] [bbotk]         29.24188          29.61000         30.24000         26.85000 156  NA
## INFO  [12:38:52.855] [bbotk]         29.65534          29.61000         21.63695         26.85000 156  NA
## INFO  [12:38:52.855] [bbotk]         29.44142          29.61000         30.24000         26.85000 156  NA
## INFO  [12:38:52.855] [bbotk]         29.51877          29.61000         30.24000         26.85000 156  NA
## INFO  [12:38:52.855] [bbotk]         29.24188          29.61000         30.24000         26.85000 156  NA
## INFO  [12:38:52.855] [bbotk]         28.38715          29.61000         29.12144         26.85000 156  NA
## INFO  [12:38:52.855] [bbotk]         29.24188          29.61000         30.24000         26.85000 156  NA
## INFO  [12:38:52.855] [bbotk]         29.61132          29.61000         30.24000         26.85000 156  NA
## INFO  [12:38:52.855] [bbotk]         25.75207          36.02052         30.24000         26.85000 156  NA
## INFO  [12:38:52.855] [bbotk]         24.57742          36.35116         39.13382         26.85000 156  NA
## INFO  [12:38:52.855] [bbotk]         29.24188          25.36391         30.24000         28.08374 156  NA
## INFO  [12:38:52.855] [bbotk]         22.61302          29.61000         30.24000         26.85000 156  NA
## INFO  [12:38:52.855] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:38:52.855] [bbotk]  3101        0.27      0.04591598          4  0.2441123
## INFO  [12:38:52.855] [bbotk]  3102        0.02      0.08755585          2  0.2037012
## INFO  [12:38:52.855] [bbotk]  3103        0.02      0.11990474          3  0.2360501
## INFO  [12:38:52.855] [bbotk]  3104        0.02      0.04112014          3  0.2404410
## INFO  [12:38:52.855] [bbotk]  3105        0.22      0.19394132          7  0.2826867
## INFO  [12:38:52.855] [bbotk]  3106        0.02      0.02973674          2  0.2262227
## INFO  [12:38:52.855] [bbotk]  3107        0.07      0.00000000          0  0.1994186
## INFO  [12:38:52.855] [bbotk]  3108        0.12      0.07996291          3  0.2186459
## INFO  [12:38:52.855] [bbotk]  3109        0.00      0.06660460          2  0.1722414
## INFO  [12:38:52.855] [bbotk]  3110        0.22      0.16090326          6  0.2286515
## INFO  [12:38:52.855] [bbotk]  3111        0.00      0.09237644          3  0.1963779
## INFO  [12:38:52.855] [bbotk]  3112        0.02      0.06401538          3  0.2634340
## INFO  [12:38:52.855] [bbotk]  3113        0.02      0.05882353          1  0.1749689
## INFO  [12:38:52.855] [bbotk]  3114        0.27      0.02289789          4  0.2201317
## INFO  [12:38:52.855] [bbotk]  3115        0.02      0.05882353          1  0.1749689
## INFO  [12:38:52.855] [bbotk]  3116        0.07      0.07236634          3  0.2129614
## INFO  [12:38:52.855] [bbotk]  3117        0.27      0.09798155          3  0.2969955
## INFO  [12:38:52.855] [bbotk]  3118        0.37      0.19061063          5  0.3315559
## INFO  [12:38:52.855] [bbotk]  3119        0.27      0.20057532          6  0.2811246
## INFO  [12:38:52.855] [bbotk]  3120        0.07      0.03542340          2  0.2316025
## INFO  [12:38:53.096] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:38:53.242] [bbotk] Result of batch 157:
## INFO  [12:38:53.248] [bbotk]  stroke heatF laneF heatP laneP   pointP reactiontimeP swimtimeP daytimeP
## INFO  [12:38:53.248] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000 467.87000 1066.522
## INFO  [12:38:53.248] [bbotk]  BREAST     1     7     4     5 909.5283     0.7700000  48.65540 1481.748
## INFO  [12:38:53.248] [bbotk]    FREE    10     7     4     9 934.0091     0.7222148 543.56952 1030.000
## INFO  [12:38:53.248] [bbotk]    FREE     1     7     4     7 883.1352     0.7700000 467.87000 1030.000
## INFO  [12:38:53.248] [bbotk]     FLY     5     5     8     1 902.0000     0.7753370 237.69851 1030.000
## INFO  [12:38:53.248] [bbotk]    FREE     1     0     2     5 902.0000     0.7700521 467.87000 1030.000
## INFO  [12:38:53.248] [bbotk]     FLY     1     9     5     5 902.0000     0.7700000 419.71801 1030.000
## INFO  [12:38:53.248] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000 467.87000 1505.751
## INFO  [12:38:53.248] [bbotk]    FREE     1     7     4     9 934.0091     0.7489639 467.87000 1030.000
## INFO  [12:38:53.248] [bbotk]    FREE     1     7     4     5 931.8156     0.7700000 467.87000 1030.000
## INFO  [12:38:53.248] [bbotk]  MEDLEY     1     7     4     5 917.9771     0.7700000  92.55273 1030.000
## INFO  [12:38:53.248] [bbotk]    FREE     7     0     4     5 902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:53.248] [bbotk]    FREE     9     7     4     5 902.0000     0.7779152 467.87000 1158.839
## INFO  [12:38:53.248] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:53.248] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:53.248] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:53.248] [bbotk]     FLY     1     5     4     5 902.0000     0.7606668 101.01192 1030.000
## INFO  [12:38:53.248] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  90.69789 1030.000
## INFO  [12:38:53.248] [bbotk]    FREE     6     5    10     5 902.0000     0.7700000 467.87000 1185.395
## INFO  [12:38:53.248] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:53.248] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:38:53.248] [bbotk]         29.24188          29.61000         30.24000         26.85000 157  NA
## INFO  [12:38:53.248] [bbotk]         29.49759          29.61000         30.24000         22.40082 157  NA
## INFO  [12:38:53.248] [bbotk]         30.71137          32.05940         30.24000         26.85000 157  NA
## INFO  [12:38:53.248] [bbotk]         26.54158          29.61000         30.24000         26.85000 157  NA
## INFO  [12:38:53.248] [bbotk]         22.57078          29.61000         36.97105         26.85000 157  NA
## INFO  [12:38:53.248] [bbotk]         34.22821          25.30796         30.24000         25.99837 157  NA
## INFO  [12:38:53.248] [bbotk]         27.36422          31.56574         30.24000         26.85000 157  NA
## INFO  [12:38:53.248] [bbotk]         29.24188          29.61000         30.24000         26.85000 157  NA
## INFO  [12:38:53.248] [bbotk]         34.88687          25.46839         30.24000         26.01229 157  NA
## INFO  [12:38:53.248] [bbotk]         29.24188          29.61000         30.24000         29.22743 157  NA
## INFO  [12:38:53.248] [bbotk]         29.24188          29.61000         30.24000         26.85000 157  NA
## INFO  [12:38:53.248] [bbotk]         29.36253          29.61000         30.24000         26.85000 157  NA
## INFO  [12:38:53.248] [bbotk]         29.24188          29.61000         30.24000         26.85000 157  NA
## INFO  [12:38:53.248] [bbotk]         33.97948          29.61000         24.41480         23.42142 157  NA
## INFO  [12:38:53.248] [bbotk]         29.24188          29.61000         30.24000         26.85000 157  NA
## INFO  [12:38:53.248] [bbotk]         29.24188          29.61000         30.24000         26.85000 157  NA
## INFO  [12:38:53.248] [bbotk]         29.50666          29.61000         30.24000         26.85000 157  NA
## INFO  [12:38:53.248] [bbotk]         29.24188          29.61000         30.24000         26.85000 157  NA
## INFO  [12:38:53.248] [bbotk]         29.05361          29.61000         30.24000         26.85000 157  NA
## INFO  [12:38:53.248] [bbotk]         29.45456          29.61000         30.24000         26.85000 157  NA
## INFO  [12:38:53.248] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:38:53.248] [bbotk]  3121        0.02     0.002205725          1  0.2016244
## INFO  [12:38:53.248] [bbotk]  3122        0.27     0.138150051          6  0.2407725
## INFO  [12:38:53.248] [bbotk]  3123        0.07     0.157001399          7  0.2962835
## INFO  [12:38:53.248] [bbotk]  3124        0.17     0.076573635          3  0.2612833
## INFO  [12:38:53.248] [bbotk]  3125        0.07     0.357540484          9  0.3736291
## INFO  [12:38:53.248] [bbotk]  3126        0.37     0.159055487          6  0.2377904
## INFO  [12:38:53.248] [bbotk]  3127        0.27     0.194727980          6  0.2171736
## INFO  [12:38:53.248] [bbotk]  3128        0.00     0.087555945          2  0.1931928
## INFO  [12:38:53.248] [bbotk]  3129        0.37     0.117010325          6  0.2700314
## INFO  [12:38:53.248] [bbotk]  3130        0.02     0.022528513          2  0.2112639
## INFO  [12:38:53.248] [bbotk]  3131        0.07     0.087708956          3  0.2841950
## INFO  [12:38:53.248] [bbotk]  3132        0.22     0.118141480          3  0.2587366
## INFO  [12:38:53.248] [bbotk]  3133        0.02     0.067897934          3  0.2673166
## INFO  [12:38:53.248] [bbotk]  3134        0.22     0.113638928          4  0.2122151
## INFO  [12:38:53.248] [bbotk]  3135        0.02     0.058823529          1  0.1749689
## INFO  [12:38:53.248] [bbotk]  3136        0.07     0.000000000          0  0.1994186
## INFO  [12:38:53.248] [bbotk]  3137        0.12     0.142957511          5  0.2569328
## INFO  [12:38:53.248] [bbotk]  3138        0.02     0.082162117          2  0.1983075
## INFO  [12:38:53.248] [bbotk]  3139        0.00     0.186626940          5  0.2679939
## INFO  [12:38:53.248] [bbotk]  3140        0.00     0.059695046          2  0.1740974
## INFO  [12:38:53.491] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:38:53.652] [bbotk] Result of batch 158:
## INFO  [12:38:53.660] [bbotk]  stroke heatF laneF heatP laneP    pointP reactiontimeP swimtimeP daytimeP
## INFO  [12:38:53.660] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:53.660] [bbotk]    FREE     1     6    11     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:53.660] [bbotk]  BREAST     5     5     9     5 1007.1129     0.7700000  156.5885 1030.000
## INFO  [12:38:53.660] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:53.660] [bbotk]    FREE     1     7     4     7  902.0000     0.7700000  422.6333 1030.000
## INFO  [12:38:53.660] [bbotk]    BACK     1     7     8     5  902.0000     0.7492957  467.8700 1030.000
## INFO  [12:38:53.660] [bbotk]    BACK    11     1    10     7  967.2366     0.7700000  467.8700 1030.000
## INFO  [12:38:53.660] [bbotk]    BACK     6     5     4     5  902.0000     0.7700000  361.3829 1030.000
## INFO  [12:38:53.660] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:53.660] [bbotk]    FREE     1     7     4     5  902.0000     0.7561830  467.8700 1030.000
## INFO  [12:38:53.660] [bbotk]    FREE     1     0     4     5  902.0000     0.7296083  467.8700 1030.000
## INFO  [12:38:53.660] [bbotk]    FREE     1     7     4     5  901.0501     0.7700000  467.8700 1030.000
## INFO  [12:38:53.660] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:53.660] [bbotk]  MEDLEY     1     2     4     4  902.0000     0.7700000  467.8700 1771.510
## INFO  [12:38:53.660] [bbotk]    BACK     1     5     5     4  902.0000     0.7700000  154.1330 1030.000
## INFO  [12:38:53.660] [bbotk]    FREE     1     5     4     5  903.7399     0.7771122  286.7653 1030.000
## INFO  [12:38:53.660] [bbotk]    FREE    10     9     4     2  902.0000     0.7676894  467.8700 1030.000
## INFO  [12:38:53.660] [bbotk]  MEDLEY    11     5     4     2  865.8797     0.7700000  467.8700 1098.164
## INFO  [12:38:53.660] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:53.660] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:53.660] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:38:53.660] [bbotk]         29.39221          29.61000         30.24000         26.85000 158  NA
## INFO  [12:38:53.660] [bbotk]         29.24188          29.61000         27.49384         26.85000 158  NA
## INFO  [12:38:53.660] [bbotk]         29.24188          35.46894         30.24000         26.85000 158  NA
## INFO  [12:38:53.660] [bbotk]         29.41539          29.61000         30.24000         26.85000 158  NA
## INFO  [12:38:53.660] [bbotk]         29.39922          29.61000         22.82713         26.85000 158  NA
## INFO  [12:38:53.660] [bbotk]         29.24188          21.87397         39.29301         26.85000 158  NA
## INFO  [12:38:53.660] [bbotk]         29.24188          29.61000         27.03226         26.85000 158  NA
## INFO  [12:38:53.660] [bbotk]         29.24188          29.61000         30.00527         26.85000 158  NA
## INFO  [12:38:53.660] [bbotk]         29.24188          29.61000         30.24000         26.85000 158  NA
## INFO  [12:38:53.660] [bbotk]         29.24188          29.61000         30.24000         26.85000 158  NA
## INFO  [12:38:53.660] [bbotk]         22.63984          35.49320         30.24000         25.68911 158  NA
## INFO  [12:38:53.660] [bbotk]         29.24188          29.61000         30.24000         26.85000 158  NA
## INFO  [12:38:53.660] [bbotk]         29.24188          29.61000         25.14773         26.85000 158  NA
## INFO  [12:38:53.660] [bbotk]         29.48919          29.61000         30.24000         26.85000 158  NA
## INFO  [12:38:53.660] [bbotk]         29.84683          25.31994         30.24000         26.85000 158  NA
## INFO  [12:38:53.660] [bbotk]         32.40439          29.61000         30.24000         26.85000 158  NA
## INFO  [12:38:53.660] [bbotk]         29.24188          35.35025         39.91938         26.85000 158  NA
## INFO  [12:38:53.660] [bbotk]         30.87116          32.50820         30.24000         26.85000 158  NA
## INFO  [12:38:53.660] [bbotk]         29.24188          29.61000         30.24000         26.85000 158  NA
## INFO  [12:38:53.660] [bbotk]         29.24188          29.61000         30.24000         26.85000 158  NA
## INFO  [12:38:53.660] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:38:53.660] [bbotk]  3141        0.02    0.0006160364          1  0.2000347
## INFO  [12:38:53.660] [bbotk]  3142        0.22    0.1262031497          3  0.1965409
## INFO  [12:38:53.660] [bbotk]  3143        0.32    0.3145219703          7  0.3631740
## INFO  [12:38:53.660] [bbotk]  3144        0.00    0.0595345662          2  0.1742578
## INFO  [12:38:53.660] [bbotk]  3145        0.22    0.0853634056          4  0.2687835
## INFO  [12:38:53.660] [bbotk]  3146        0.22    0.1792335603          5  0.3119380
## INFO  [12:38:53.660] [bbotk]  3147        0.17    0.3272289876          7  0.3497551
## INFO  [12:38:53.660] [bbotk]  3148        0.02    0.1837911281          5  0.2999365
## INFO  [12:38:53.660] [bbotk]  3149        0.07    0.0000000000          0  0.1994186
## INFO  [12:38:53.660] [bbotk]  3150        0.07    0.0022576805          1  0.1971610
## INFO  [12:38:53.660] [bbotk]  3151        0.27    0.1211314614          5  0.2463379
## INFO  [12:38:53.660] [bbotk]  3152        0.07    0.0003365951          1  0.1997552
## INFO  [12:38:53.660] [bbotk]  3153        0.17    0.0158657567          1  0.2136019
## INFO  [12:38:53.660] [bbotk]  3154        0.12    0.2222665759          5  0.2734747
## INFO  [12:38:53.660] [bbotk]  3155        0.02    0.2738216789          7  0.1783346
## INFO  [12:38:53.660] [bbotk]  3156        0.00    0.0847678448          5  0.1797866
## INFO  [12:38:53.660] [bbotk]  3157        0.57    0.2292642330          6  0.3034849
## INFO  [12:38:53.660] [bbotk]  3158        0.22    0.2701249081          8  0.3021711
## INFO  [12:38:53.660] [bbotk]  3159        0.07    0.0000000000          0  0.1994186
## INFO  [12:38:53.660] [bbotk]  3160        0.07    0.0000000000          0  0.1994186
## INFO  [12:38:53.953] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:38:54.096] [bbotk] Result of batch 159:
## INFO  [12:38:54.103] [bbotk]  stroke heatF laneF heatP laneP    pointP reactiontimeP swimtimeP daytimeP
## INFO  [12:38:54.103] [bbotk]    FREE     1     7     4     5  866.8451     0.7700000 467.87000 1030.000
## INFO  [12:38:54.103] [bbotk]    FREE     1     3     4     1  902.0000     0.7690773 467.87000 1030.000
## INFO  [12:38:54.103] [bbotk]    FREE     9     7     4     4 1019.4812     0.7700000 718.70472 1030.000
## INFO  [12:38:54.103] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:54.103] [bbotk]    FREE     1     5     8     5  902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:54.103] [bbotk]    FREE     2     7     4     7  978.1874     0.7768334 467.87000 1030.000
## INFO  [12:38:54.103] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:54.103] [bbotk]    FREE     1     8     7     5  902.0000     0.7240614 467.87000 1030.000
## INFO  [12:38:54.103] [bbotk]    FREE     1     5     4     5 1003.3114     0.7696874 467.87000 1359.529
## INFO  [12:38:54.103] [bbotk]    FREE     1     6     4     5  902.0000     0.7700000 467.87000 1519.126
## INFO  [12:38:54.103] [bbotk]    FREE     1     2     4     5  925.9649     0.7700000 781.91552 1061.385
## INFO  [12:38:54.103] [bbotk]    FREE     1     7    11     8  902.0000     0.7700000  86.98449 1030.000
## INFO  [12:38:54.103] [bbotk]     FLY     1     7     4     5  939.5822     0.7700000 467.87000 1030.000
## INFO  [12:38:54.103] [bbotk]    FREE     1     4     4     9  902.0000     0.7700000 467.87000 1699.623
## INFO  [12:38:54.103] [bbotk]    FREE     1     3     4     9  902.0000     0.7700000  84.54513 1030.000
## INFO  [12:38:54.103] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000 123.73158 1030.000
## INFO  [12:38:54.103] [bbotk]    FREE     1     2    10     5  981.9703     0.7700000 467.87000 1714.381
## INFO  [12:38:54.103] [bbotk]    FREE     1     5     4     7  902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:54.103] [bbotk]    FREE     7     7     4     1  902.0000     0.7700000 461.78905 1030.000
## INFO  [12:38:54.103] [bbotk]    FREE     2     4     4     5  969.5688     0.7219715 467.87000 1030.000
## INFO  [12:38:54.103] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:38:54.103] [bbotk]         25.24937          29.61000         26.87843         22.70256 159  NA
## INFO  [12:38:54.103] [bbotk]         29.24188          29.61000         30.24000         26.85000 159  NA
## INFO  [12:38:54.103] [bbotk]         29.45078          29.61000         30.24000         31.24835 159  NA
## INFO  [12:38:54.103] [bbotk]         29.64724          29.61000         30.24000         26.85000 159  NA
## INFO  [12:38:54.103] [bbotk]         25.24179          29.61000         26.79745         31.22487 159  NA
## INFO  [12:38:54.103] [bbotk]         33.83109          30.50399         30.24000         26.85000 159  NA
## INFO  [12:38:54.103] [bbotk]         29.24188          29.61000         30.24000         26.85000 159  NA
## INFO  [12:38:54.103] [bbotk]         22.76807          36.12304         34.01197         29.22743 159  NA
## INFO  [12:38:54.103] [bbotk]         29.24188          29.61000         22.51422         25.40200 159  NA
## INFO  [12:38:54.103] [bbotk]         29.49759          34.20379         30.24000         26.85000 159  NA
## INFO  [12:38:54.103] [bbotk]         26.40052          29.61000         30.24000         29.75070 159  NA
## INFO  [12:38:54.103] [bbotk]         29.24188          35.87163         30.24000         32.41213 159  NA
## INFO  [12:38:54.103] [bbotk]         32.66711          29.61000         30.24000         27.13401 159  NA
## INFO  [12:38:54.103] [bbotk]         29.24188          29.61000         30.24000         26.85000 159  NA
## INFO  [12:38:54.103] [bbotk]         29.24188          29.61000         30.24000         31.40630 159  NA
## INFO  [12:38:54.103] [bbotk]         29.40319          29.61000         30.24000         26.85000 159  NA
## INFO  [12:38:54.103] [bbotk]         29.46230          29.15037         30.24000         24.78889 159  NA
## INFO  [12:38:54.103] [bbotk]         29.24188          29.61000         30.24000         26.85000 159  NA
## INFO  [12:38:54.103] [bbotk]         29.39792          29.61000         30.24000         26.46178 159  NA
## INFO  [12:38:54.103] [bbotk]         29.24188          36.43847         30.24000         29.43280 159  NA
## INFO  [12:38:54.103] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:38:54.103] [bbotk]  3161        0.27      0.06016105          4  0.2555804
## INFO  [12:38:54.103] [bbotk]  3162        0.12      0.11779783          3  0.1924720
## INFO  [12:38:54.103] [bbotk]  3163        0.00      0.19778699          6  0.3289953
## INFO  [12:38:54.103] [bbotk]  3164        0.00      0.06048464          2  0.1733078
## INFO  [12:38:54.103] [bbotk]  3165        0.07      0.16677842          5  0.2448721
## INFO  [12:38:54.103] [bbotk]  3166        0.07      0.16803341          6  0.3118882
## INFO  [12:38:54.103] [bbotk]  3167        0.02      0.05882353          1  0.1749689
## INFO  [12:38:54.103] [bbotk]  3168        0.27      0.20065190          7  0.2689469
## INFO  [12:38:54.103] [bbotk]  3169        0.07      0.14603385          6  0.2289917
## INFO  [12:38:54.103] [bbotk]  3170        0.27      0.10722458          4  0.2401870
## INFO  [12:38:54.103] [bbotk]  3171        0.22      0.11488302          6  0.1934151
## INFO  [12:38:54.103] [bbotk]  3172        0.37      0.19348402          5  0.2740338
## INFO  [12:38:54.103] [bbotk]  3173        0.12      0.08760606          4  0.2782921
## INFO  [12:38:54.103] [bbotk]  3174        0.07      0.15808811          3  0.2735640
## INFO  [12:38:54.103] [bbotk]  3175        0.22      0.16429343          4  0.2390885
## INFO  [12:38:54.103] [bbotk]  3176        0.02      0.02195557          2  0.2212764
## INFO  [12:38:54.103] [bbotk]  3177        0.27      0.20037455          7  0.2174511
## INFO  [12:38:54.103] [bbotk]  3178        0.17      0.11764706          2  0.2013713
## INFO  [12:38:54.103] [bbotk]  3179        0.07      0.12061631          5  0.3040471
## INFO  [12:38:54.103] [bbotk]  3180        0.27      0.18891323          6  0.3022373
## INFO  [12:38:54.326] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:38:54.487] [bbotk] Result of batch 160:
## INFO  [12:38:54.493] [bbotk]  stroke heatF laneF heatP laneP    pointP reactiontimeP swimtimeP daytimeP
## INFO  [12:38:54.493] [bbotk]    FREE     6     7     6     5  902.0000     0.7700000  188.4285 1030.000
## INFO  [12:38:54.493] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  786.2498 1030.000
## INFO  [12:38:54.493] [bbotk]    FREE     7     5     4     5 1012.4504     0.7700000  467.8700 1030.000
## INFO  [12:38:54.493] [bbotk]    FREE    10     7     4     5  902.0000     0.7700000  157.7726 1030.000
## INFO  [12:38:54.493] [bbotk]    FREE     1     0     4     5  941.4871     0.7700000  467.8700 1030.000
## INFO  [12:38:54.493] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  968.5606 1030.000
## INFO  [12:38:54.493] [bbotk]    FREE     8     5     4     8  898.3640     0.7700000  467.8700 1030.000
## INFO  [12:38:54.493] [bbotk]    FREE     1     7     4     5  894.7158     0.7700000  467.8700 1030.000
## INFO  [12:38:54.493] [bbotk]    FREE     1     5     4     9  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:54.493] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:54.493] [bbotk]  BREAST     1     7     4     5  931.8156     0.7772462  467.8700 1030.000
## INFO  [12:38:54.493] [bbotk]    BACK     1     5     5     5  984.3592     0.7700000  534.9041 1820.330
## INFO  [12:38:54.493] [bbotk]  BREAST     1     2     4     5 1008.0762     0.7700000  467.8700 1030.000
## INFO  [12:38:54.493] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:54.493] [bbotk]  MEDLEY     1     7     4     5 1009.7897     0.7700000  111.5587 1030.000
## INFO  [12:38:54.493] [bbotk]    FREE     3     7     4     5  902.0000     0.7700000  467.8700 1116.551
## INFO  [12:38:54.493] [bbotk]    FREE     1     5     4     8  912.2914     0.7700000  467.8700 1030.000
## INFO  [12:38:54.493] [bbotk]    FREE     1     7     4     5  930.6139     0.7700000  467.8700 1030.000
## INFO  [12:38:54.493] [bbotk]    FREE     1     7     4     4  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:54.493] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:54.493] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:38:54.493] [bbotk]         29.46166          29.61000         30.24000         26.85000 160  NA
## INFO  [12:38:54.493] [bbotk]         29.45456          29.61000         30.24000         29.29505 160  NA
## INFO  [12:38:54.493] [bbotk]         29.24188          29.61000         30.24000         23.72281 160  NA
## INFO  [12:38:54.493] [bbotk]         29.56952          29.61000         30.24000         30.41965 160  NA
## INFO  [12:38:54.493] [bbotk]         29.24188          29.61000         31.22563         28.88076 160  NA
## INFO  [12:38:54.493] [bbotk]         29.43936          29.61000         30.24000         30.39000 160  NA
## INFO  [12:38:54.493] [bbotk]         28.31188          29.61000         30.24000         26.85000 160  NA
## INFO  [12:38:54.493] [bbotk]         29.24188          33.91430         30.24000         26.85000 160  NA
## INFO  [12:38:54.493] [bbotk]         29.52185          29.61000         30.24000         26.85000 160  NA
## INFO  [12:38:54.493] [bbotk]         29.36892          29.61000         30.24000         26.85000 160  NA
## INFO  [12:38:54.493] [bbotk]         28.53482          29.61000         30.24000         26.85000 160  NA
## INFO  [12:38:54.493] [bbotk]         29.24188          29.61000         30.24000         26.85000 160  NA
## INFO  [12:38:54.493] [bbotk]         29.46567          29.00958         24.88219         26.85000 160  NA
## INFO  [12:38:54.493] [bbotk]         29.88449          29.61000         30.24000         26.85000 160  NA
## INFO  [12:38:54.493] [bbotk]         29.50666          29.61000         30.24000         26.85000 160  NA
## INFO  [12:38:54.493] [bbotk]         29.45291          29.61000         30.24000         26.85000 160  NA
## INFO  [12:38:54.493] [bbotk]         29.24188          29.61000         30.24000         32.12372 160  NA
## INFO  [12:38:54.493] [bbotk]         29.74509          29.61000         30.24000         26.85000 160  NA
## INFO  [12:38:54.493] [bbotk]         29.45456          29.61000         30.24000         26.85000 160  NA
## INFO  [12:38:54.493] [bbotk]         29.50846          29.61000         30.24000         26.85000 160  NA
## INFO  [12:38:54.493] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:38:54.493] [bbotk]  3181        0.02    0.1358389011          4  0.2763362
## INFO  [12:38:54.493] [bbotk]  3182        0.00    0.0328755397          3  0.2322942
## INFO  [12:38:54.493] [bbotk]  3183        0.12    0.1725219896          4  0.2659884
## INFO  [12:38:54.493] [bbotk]  3184        0.07    0.0973166043          4  0.2966375
## INFO  [12:38:54.493] [bbotk]  3185        0.07    0.0861056946          4  0.2118165
## INFO  [12:38:54.493] [bbotk]  3186        0.07    0.0496039775          3  0.2490226
## INFO  [12:38:54.493] [bbotk]  3187        0.12    0.1815699218          5  0.2624614
## INFO  [12:38:54.493] [bbotk]  3188        0.32    0.0192716675          2  0.2186903
## INFO  [12:38:54.493] [bbotk]  3189        0.00    0.1187943442          3  0.2025186
## INFO  [12:38:54.493] [bbotk]  3190        0.02    0.0005206101          1  0.1999392
## INFO  [12:38:54.493] [bbotk]  3191        0.17    0.0734702937          4  0.2588685
## INFO  [12:38:54.493] [bbotk]  3192        0.02    0.2575342035          6  0.2660757
## INFO  [12:38:54.493] [bbotk]  3193        0.32    0.1751744537          6  0.2513042
## INFO  [12:38:54.493] [bbotk]  3194        0.00    0.0614568329          2  0.1723356
## INFO  [12:38:54.493] [bbotk]  3195        0.00    0.1201525565          4  0.3081155
## INFO  [12:38:54.493] [bbotk]  3196        0.02    0.0649154187          3  0.2643341
## INFO  [12:38:54.493] [bbotk]  3197        0.02    0.1478310518          4  0.2242616
## INFO  [12:38:54.493] [bbotk]  3198        0.02    0.0122016334          2  0.2087854
## INFO  [12:38:54.493] [bbotk]  3199        0.00    0.0596950462          2  0.2022428
## INFO  [12:38:54.493] [bbotk]  3200        0.00    0.0599159142          2  0.1738765
## INFO  [12:38:54.711] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:38:54.872] [bbotk] Result of batch 161:
## INFO  [12:38:54.879] [bbotk]  stroke heatF laneF heatP laneP   pointP reactiontimeP swimtimeP daytimeP
## INFO  [12:38:54.879] [bbotk]  MEDLEY     9     7     4     5 997.6298     0.7798714  467.8700 1273.101
## INFO  [12:38:54.879] [bbotk]    BACK     1     8     4     5 922.2330     0.7700000  467.8700 1030.000
## INFO  [12:38:54.879] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:54.879] [bbotk]    BACK     1     7     4     5 902.0000     0.7575604  127.1544 1030.000
## INFO  [12:38:54.879] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  445.0901 1291.540
## INFO  [12:38:54.879] [bbotk]     FLY     1     5    10     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:54.879] [bbotk]    FREE    10     7     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:54.879] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:54.879] [bbotk]    FREE     1     5     4     5 902.0000     0.7710395  467.8700 1030.000
## INFO  [12:38:54.879] [bbotk]    BACK     1     2     4     5 902.0000     0.7842851  967.6394 1001.693
## INFO  [12:38:54.879] [bbotk]    FREE     7     7     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:54.879] [bbotk]    FREE     1     6     7     4 893.3416     0.8055566  838.3522 1030.000
## INFO  [12:38:54.879] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:54.879] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:54.879] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:54.879] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:54.879] [bbotk]    BACK     1     7    10     0 902.0000     0.7882273  467.8700 1030.000
## INFO  [12:38:54.879] [bbotk]     FLY    10     7     4     1 931.1064     0.7700000  467.8700 1030.000
## INFO  [12:38:54.879] [bbotk]    FREE     4     5     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:54.879] [bbotk]    FREE     1     7     4     5 950.9424     0.7969364  925.5906 1550.154
## INFO  [12:38:54.879] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:38:54.879] [bbotk]         29.52344          24.04901         30.24000         22.25451 161  NA
## INFO  [12:38:54.879] [bbotk]         29.24188          29.61000         30.24000         26.85000 161  NA
## INFO  [12:38:54.879] [bbotk]         29.49759          29.61000         30.24000         26.85000 161  NA
## INFO  [12:38:54.879] [bbotk]         29.41372          29.61000         30.24000         26.85000 161  NA
## INFO  [12:38:54.879] [bbotk]         29.24188          29.61000         29.94737         24.74711 161  NA
## INFO  [12:38:54.879] [bbotk]         29.24188          29.61000         21.73675         26.85000 161  NA
## INFO  [12:38:54.879] [bbotk]         23.48469          23.27205         30.24000         22.10938 161  NA
## INFO  [12:38:54.879] [bbotk]         29.39221          29.61000         30.24000         26.85000 161  NA
## INFO  [12:38:54.879] [bbotk]         29.24188          29.61000         30.24000         26.85000 161  NA
## INFO  [12:38:54.879] [bbotk]         29.24188          29.61000         29.05965         26.85000 161  NA
## INFO  [12:38:54.879] [bbotk]         29.24188          30.32073         30.24000         32.56091 161  NA
## INFO  [12:38:54.879] [bbotk]         29.24188          29.61000         30.24000         26.85000 161  NA
## INFO  [12:38:54.879] [bbotk]         29.47925          29.61000         30.24000         26.85000 161  NA
## INFO  [12:38:54.879] [bbotk]         29.24188          29.61000         30.24000         26.85000 161  NA
## INFO  [12:38:54.879] [bbotk]         29.46166          29.61000         30.24000         26.85000 161  NA
## INFO  [12:38:54.879] [bbotk]         29.46244          29.61000         30.24000         26.85000 161  NA
## INFO  [12:38:54.879] [bbotk]         29.24188          27.66084         30.24000         28.63366 161  NA
## INFO  [12:38:54.879] [bbotk]         29.24188          29.61000         23.03281         26.85000 161  NA
## INFO  [12:38:54.879] [bbotk]         29.24188          29.61000         33.03063         28.84462 161  NA
## INFO  [12:38:54.879] [bbotk]         32.49131          29.61000         34.13088         26.85000 161  NA
## INFO  [12:38:54.879] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:38:54.879] [bbotk]  3201        0.27      0.21367054          8  0.4072176
## INFO  [12:38:54.879] [bbotk]  3202        0.17      0.12481679          3  0.2625770
## INFO  [12:38:54.879] [bbotk]  3203        0.00      0.05987140          2  0.1739210
## INFO  [12:38:54.879] [bbotk]  3204        0.02      0.08264307          4  0.2639641
## INFO  [12:38:54.879] [bbotk]  3205        0.00      0.08752187          5  0.1931587
## INFO  [12:38:54.879] [bbotk]  3206        0.27      0.20296377          4  0.2824507
## INFO  [12:38:54.879] [bbotk]  3207        0.27      0.13084591          4  0.3268232
## INFO  [12:38:54.879] [bbotk]  3208        0.00      0.05943957          2  0.1743528
## INFO  [12:38:54.879] [bbotk]  3209        0.02      0.05899339          2  0.1747990
## INFO  [12:38:54.879] [bbotk]  3210        0.37      0.15629300          6  0.2363821
## INFO  [12:38:54.879] [bbotk]  3211        0.12      0.09031651          3  0.2897351
## INFO  [12:38:54.879] [bbotk]  3212        0.22      0.20827329          6  0.2233701
## INFO  [12:38:54.879] [bbotk]  3213        0.00      0.05979624          2  0.1739962
## INFO  [12:38:54.879] [bbotk]  3214        0.07      0.00000000          0  0.1994186
## INFO  [12:38:54.879] [bbotk]  3215        0.00      0.05972414          2  0.1740683
## INFO  [12:38:54.879] [bbotk]  3216        0.00      0.05972734          2  0.1740651
## INFO  [12:38:54.879] [bbotk]  3217        0.17      0.19598231          6  0.3115608
## INFO  [12:38:54.879] [bbotk]  3218        0.32      0.20923980          5  0.3811926
## INFO  [12:38:54.879] [bbotk]  3219        0.02      0.13637852          4  0.2212339
## INFO  [12:38:54.879] [bbotk]  3220        0.02      0.10691944          6  0.2712260
## INFO  [12:38:55.138] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:38:55.293] [bbotk] Result of batch 162:
## INFO  [12:38:55.301] [bbotk]  stroke heatF laneF heatP laneP    pointP reactiontimeP swimtimeP daytimeP
## INFO  [12:38:55.301] [bbotk]    FREE     1     7     4     8  902.0000     0.7771469  467.8700 1151.668
## INFO  [12:38:55.301] [bbotk]    FREE     5     5     4     5  935.0893     0.7700000  467.8700 1030.000
## INFO  [12:38:55.301] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:55.301] [bbotk]    FREE     2     5     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:55.301] [bbotk]  MEDLEY     4     7     1     5 1010.2760     0.7700000  879.9156 1853.022
## INFO  [12:38:55.301] [bbotk]    BACK     1     7     4     5  950.3229     0.7700000  467.8700 1294.649
## INFO  [12:38:55.301] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000  462.7500 1030.000
## INFO  [12:38:55.301] [bbotk]    FREE     1     1     8     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:55.301] [bbotk]    FREE     1     5     4     5  900.4746     0.7700000  729.3547 1030.000
## INFO  [12:38:55.301] [bbotk]    FREE     1     1    10     2  934.2683     0.7700000  467.8700 1030.000
## INFO  [12:38:55.301] [bbotk]    FREE     1     1    11     5  902.0000     0.7700000  467.8700 1067.135
## INFO  [12:38:55.301] [bbotk]    FREE     1     7     4     5  862.2940     0.8334707  467.8700 1030.000
## INFO  [12:38:55.301] [bbotk]    FREE     1     7     4     3  978.6860     0.7700000  467.8700 1030.000
## INFO  [12:38:55.301] [bbotk]     FLY     1     7     4     6  902.0000     0.7700000  941.6928 1123.665
## INFO  [12:38:55.301] [bbotk]    FREE     1     5     4     6  902.0000     0.8148857  467.8700 1445.992
## INFO  [12:38:55.301] [bbotk]  BREAST     1     7     4     1  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:55.301] [bbotk]    FREE     1     2     4     3  902.0000     0.7700000  774.3430 1030.000
## INFO  [12:38:55.301] [bbotk]    FREE     1     7     1     5  874.5737     0.7643747  467.8700 1030.000
## INFO  [12:38:55.301] [bbotk]    FREE     5     7     4     5  902.0000     0.7700000  620.1144 1254.226
## INFO  [12:38:55.301] [bbotk]    FREE     5     7     4     5  902.0000     0.7560994  339.9111 1030.000
## INFO  [12:38:55.301] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:38:55.301] [bbotk]         29.24188          29.61000         30.24000         26.85000 162  NA
## INFO  [12:38:55.301] [bbotk]         29.24188          29.61000         30.24000         32.46819 162  NA
## INFO  [12:38:55.301] [bbotk]         29.45456          29.61000         30.24000         26.85000 162  NA
## INFO  [12:38:55.301] [bbotk]         22.84491          29.61000         30.24000         26.85000 162  NA
## INFO  [12:38:55.301] [bbotk]         29.24188          29.61000         31.74030         32.24007 162  NA
## INFO  [12:38:55.301] [bbotk]         29.67338          29.61000         38.24568         26.85000 162  NA
## INFO  [12:38:55.301] [bbotk]         29.24188          29.61000         30.24000         26.85000 162  NA
## INFO  [12:38:55.301] [bbotk]         29.24188          29.61000         30.24000         26.85000 162  NA
## INFO  [12:38:55.301] [bbotk]         29.76550          29.61000         30.24000         32.01485 162  NA
## INFO  [12:38:55.301] [bbotk]         29.24188          29.61000         32.30859         26.85000 162  NA
## INFO  [12:38:55.301] [bbotk]         35.29914          29.81020         30.24000         26.85000 162  NA
## INFO  [12:38:55.301] [bbotk]         21.75039          29.61000         38.42865         32.78715 162  NA
## INFO  [12:38:55.301] [bbotk]         25.00729          30.20969         30.24000         26.85000 162  NA
## INFO  [12:38:55.301] [bbotk]         29.46158          29.61000         34.81416         26.85000 162  NA
## INFO  [12:38:55.301] [bbotk]         29.24188          29.61000         30.24000         29.14124 162  NA
## INFO  [12:38:55.301] [bbotk]         29.29651          29.61000         30.24000         26.85000 162  NA
## INFO  [12:38:55.301] [bbotk]         29.49759          29.61000         28.00626         26.85000 162  NA
## INFO  [12:38:55.301] [bbotk]         32.63806          29.61000         30.24000         26.85000 162  NA
## INFO  [12:38:55.301] [bbotk]         29.50846          29.61000         24.18637         28.45619 162  NA
## INFO  [12:38:55.301] [bbotk]         23.74240          29.61000         33.94053         26.85000 162  NA
## INFO  [12:38:55.301] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:38:55.301] [bbotk]  3221        0.07      0.06733933          3  0.2096312
## INFO  [12:38:55.301] [bbotk]  3222        0.02      0.15764298          4  0.2269560
## INFO  [12:38:55.301] [bbotk]  3223        0.00      0.05969505          2  0.1740974
## INFO  [12:38:55.301] [bbotk]  3224        0.02      0.14386037          3  0.2600057
## INFO  [12:38:55.301] [bbotk]  3225        0.00      0.32183799          8  0.3053166
## INFO  [12:38:55.301] [bbotk]  3226        0.02      0.11864143          5  0.2922566
## INFO  [12:38:55.301] [bbotk]  3227        0.02      0.05914034          2  0.1752857
## INFO  [12:38:55.301] [bbotk]  3228        0.12      0.11764706          2  0.1994186
## INFO  [12:38:55.301] [bbotk]  3229        0.00      0.10367914          5  0.1871349
## INFO  [12:38:55.301] [bbotk]  3230        0.17      0.19435015          5  0.2048326
## INFO  [12:38:55.301] [bbotk]  3231        0.22      0.14548738          5  0.2272590
## INFO  [12:38:55.301] [bbotk]  3232        0.27      0.11052801          5  0.2951444
## INFO  [12:38:55.301] [bbotk]  3233        0.22      0.10567561          4  0.2729776
## INFO  [12:38:55.301] [bbotk]  3234        0.17      0.16777475          6  0.2657484
## INFO  [12:38:55.301] [bbotk]  3235        0.07      0.16163404          5  0.2304390
## INFO  [12:38:55.301] [bbotk]  3236        0.17      0.11787092          3  0.3021329
## INFO  [12:38:55.301] [bbotk]  3237        0.32      0.14461837          5  0.2247075
## INFO  [12:38:55.301] [bbotk]  3238        0.17      0.08337824          4  0.2221350
## INFO  [12:38:55.301] [bbotk]  3239        0.17      0.10982158          6  0.3075578
## INFO  [12:38:55.301] [bbotk]  3240        0.07      0.10307784          5  0.2974514
## INFO  [12:38:55.520] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:38:55.659] [bbotk] Result of batch 163:
## INFO  [12:38:55.666] [bbotk]  stroke heatF laneF heatP laneP    pointP reactiontimeP swimtimeP daytimeP
## INFO  [12:38:55.666] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:55.666] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:55.666] [bbotk]    FREE     1     5     4     4  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:55.666] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  422.3445 1030.000
## INFO  [12:38:55.666] [bbotk]    FREE     1     8     4     0  910.5713     0.7700000  467.8700 1030.000
## INFO  [12:38:55.666] [bbotk]    FREE     1     6     4     5 1003.9540     0.7891018  467.8700 1030.000
## INFO  [12:38:55.666] [bbotk]  MEDLEY     1     5     4     5  902.0000     0.7700000  428.2064 1030.000
## INFO  [12:38:55.666] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:55.666] [bbotk]    FREE     1     7     4     5  902.0000     0.7739523  467.8700 1030.000
## INFO  [12:38:55.666] [bbotk]    BACK     5     5     4     5  902.0000     0.7700000  705.1839 1402.881
## INFO  [12:38:55.666] [bbotk]    FREE     1     3     6     5  902.0000     0.7700000  135.1507 1129.011
## INFO  [12:38:55.666] [bbotk]    FREE     1     4     4     8  904.5529     0.7700000   71.0248 1030.000
## INFO  [12:38:55.666] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:55.666] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:55.666] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:55.666] [bbotk]    FREE     9     5     5     7  935.8375     0.7700000  467.8700 1030.000
## INFO  [12:38:55.666] [bbotk]    FREE     1     7     4     5  902.0000     0.7500213  467.8700 1030.000
## INFO  [12:38:55.666] [bbotk]    FREE     1     5     4     5  898.2018     0.7700000  467.8700 1030.000
## INFO  [12:38:55.666] [bbotk]     FLY     2     7     4     5  947.5604     0.7700000  705.2263 1030.000
## INFO  [12:38:55.666] [bbotk]    FREE     3     7     4     5 1008.7499     0.7700000  467.8700 1030.000
## INFO  [12:38:55.666] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:38:55.666] [bbotk]         29.46166          29.61000         30.24000         26.85000 163  NA
## INFO  [12:38:55.666] [bbotk]         29.47925          29.61000         30.24000         26.85000 163  NA
## INFO  [12:38:55.666] [bbotk]         29.45456          29.61000         30.24000         26.85000 163  NA
## INFO  [12:38:55.666] [bbotk]         21.68062          24.59181         30.24000         31.84506 163  NA
## INFO  [12:38:55.666] [bbotk]         29.24188          29.61000         25.78555         27.08901 163  NA
## INFO  [12:38:55.666] [bbotk]         29.24188          29.61000         30.24000         26.85000 163  NA
## INFO  [12:38:55.666] [bbotk]         30.67666          29.61000         30.24000         26.85000 163  NA
## INFO  [12:38:55.666] [bbotk]         29.46216          29.61000         30.24000         26.85000 163  NA
## INFO  [12:38:55.666] [bbotk]         27.82923          29.84731         30.24000         26.85000 163  NA
## INFO  [12:38:55.666] [bbotk]         29.45456          28.60345         30.24000         26.85000 163  NA
## INFO  [12:38:55.666] [bbotk]         29.24188          29.61000         30.24000         26.85000 163  NA
## INFO  [12:38:55.666] [bbotk]         29.43990          21.54094         30.24000         26.85000 163  NA
## INFO  [12:38:55.666] [bbotk]         29.24188          29.61000         30.24000         26.85000 163  NA
## INFO  [12:38:55.666] [bbotk]         29.24188          29.61000         30.24000         26.85000 163  NA
## INFO  [12:38:55.666] [bbotk]         29.51592          29.61000         30.24000         26.85000 163  NA
## INFO  [12:38:55.666] [bbotk]         29.24188          29.80860         30.24000         29.34738 163  NA
## INFO  [12:38:55.666] [bbotk]         28.74404          29.61000         30.24000         26.70184 163  NA
## INFO  [12:38:55.666] [bbotk]         29.19434          29.61000         30.24000         29.14467 163  NA
## INFO  [12:38:55.666] [bbotk]         21.68439          21.94618         30.24000         21.68325 163  NA
## INFO  [12:38:55.666] [bbotk]         25.46459          27.51147         26.65035         24.84915 163  NA
## INFO  [12:38:55.666] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:38:55.666] [bbotk]  3241        0.00     0.059724142          2  0.1740683
## INFO  [12:38:55.666] [bbotk]  3242        0.00     0.059796243          2  0.1739962
## INFO  [12:38:55.666] [bbotk]  3243        0.00     0.118518576          3  0.1434193
## INFO  [12:38:55.666] [bbotk]  3244        0.22     0.078394832          4  0.2761865
## INFO  [12:38:55.666] [bbotk]  3245        0.22     0.135765576          5  0.2589779
## INFO  [12:38:55.666] [bbotk]  3246        0.12     0.098073012          3  0.2274918
## INFO  [12:38:55.666] [bbotk]  3247        0.00     0.125980768          4  0.2303673
## INFO  [12:38:55.666] [bbotk]  3248        0.00     0.059726212          2  0.1740662
## INFO  [12:38:55.666] [bbotk]  3249        0.07     0.007354689          3  0.2063687
## INFO  [12:38:55.666] [bbotk]  3250        0.02     0.218449315          7  0.3180983
## INFO  [12:38:55.666] [bbotk]  3251        0.07     0.144214669          4  0.2190097
## INFO  [12:38:55.666] [bbotk]  3252        0.22     0.175207843          6  0.2495880
## INFO  [12:38:55.666] [bbotk]  3253        0.07     0.000000000          0  0.1994186
## INFO  [12:38:55.666] [bbotk]  3254        0.02     0.058823529          1  0.1749689
## INFO  [12:38:55.666] [bbotk]  3255        0.00     0.059946509          2  0.1738459
## INFO  [12:38:55.666] [bbotk]  3256        0.17     0.260621544          7  0.2153592
## INFO  [12:38:55.666] [bbotk]  3257        0.12     0.006050023          3  0.1970440
## INFO  [12:38:55.666] [bbotk]  3258        0.02     0.071910875          4  0.1649629
## INFO  [12:38:55.666] [bbotk]  3259        0.37     0.235163980          7  0.4214784
## INFO  [12:38:55.666] [bbotk]  3260        0.22     0.141519331          6  0.3329793
## INFO  [12:38:55.906] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:38:56.050] [bbotk] Result of batch 164:
## INFO  [12:38:56.058] [bbotk]  stroke heatF laneF heatP laneP    pointP reactiontimeP swimtimeP daytimeP
## INFO  [12:38:56.058] [bbotk]    FREE     1     9     1     5  978.1213     0.7561830 467.87000 1030.000
## INFO  [12:38:56.058] [bbotk]    FREE     3     5     3     5  869.7989     0.7700000 467.87000 1030.000
## INFO  [12:38:56.058] [bbotk]    FREE     1     7     4     5  948.7489     0.7594199 467.87000 1030.000
## INFO  [12:38:56.058] [bbotk]    FREE    12     5     4     5  902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:56.058] [bbotk]    FREE     1     7     4     5  913.0216     0.7335718 467.87000 1030.000
## INFO  [12:38:56.058] [bbotk]    FREE     8     5     8     5  902.0000     0.7700000 467.87000 1885.177
## INFO  [12:38:56.058] [bbotk]    FREE     1     5     4     5  902.0000     0.7915696 467.87000 1030.000
## INFO  [12:38:56.058] [bbotk]    FREE     5     6     4     5  902.0000     0.7700000 446.45645 1476.218
## INFO  [12:38:56.058] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:56.058] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:56.058] [bbotk]    FREE     7     6     6     4  902.0000     0.7696830 418.64305 1030.000
## INFO  [12:38:56.058] [bbotk]    FREE     5     5     7     5 1001.3893     0.7700000 467.87000 1137.625
## INFO  [12:38:56.058] [bbotk]  MEDLEY     1     5     4     9  902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:56.058] [bbotk]    FREE     1     3     4     5  902.0000     0.7700000 467.87000 1339.068
## INFO  [12:38:56.058] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  57.80023 1030.000
## INFO  [12:38:56.058] [bbotk]    FREE     1     7     4     9  918.1364     0.7700000 968.56772 1030.000
## INFO  [12:38:56.058] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:56.058] [bbotk]     FLY     1     5     4     5  902.0000     0.7700000 382.07182 1030.000
## INFO  [12:38:56.058] [bbotk]  BREAST    10     5     4     5  902.0000     0.7700000 330.06575 1030.000
## INFO  [12:38:56.058] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000 467.87000 1644.912
## INFO  [12:38:56.058] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:38:56.058] [bbotk]         31.29861          35.64305         30.24000         26.59901 164  NA
## INFO  [12:38:56.058] [bbotk]         22.21033          27.49869         30.24000         26.85000 164  NA
## INFO  [12:38:56.058] [bbotk]         29.45473          29.61000         30.24000         32.77749 164  NA
## INFO  [12:38:56.058] [bbotk]         23.87930          35.48762         38.15520         26.85000 164  NA
## INFO  [12:38:56.058] [bbotk]         29.24188          29.61000         30.24000         26.85000 164  NA
## INFO  [12:38:56.058] [bbotk]         29.24188          29.61000         30.24000         26.85000 164  NA
## INFO  [12:38:56.058] [bbotk]         30.19362          30.76662         30.24000         26.85000 164  NA
## INFO  [12:38:56.058] [bbotk]         22.96554          29.61000         30.24000         26.85000 164  NA
## INFO  [12:38:56.058] [bbotk]         29.51592          29.61000         30.24000         26.85000 164  NA
## INFO  [12:38:56.058] [bbotk]         29.46166          29.61000         30.24000         26.85000 164  NA
## INFO  [12:38:56.058] [bbotk]         29.24188          22.44889         30.24000         26.85000 164  NA
## INFO  [12:38:56.058] [bbotk]         27.38519          29.61000         21.90705         28.86702 164  NA
## INFO  [12:38:56.058] [bbotk]         29.24188          29.61000         30.24000         26.85000 164  NA
## INFO  [12:38:56.058] [bbotk]         29.24188          25.18553         27.87477         26.85000 164  NA
## INFO  [12:38:56.058] [bbotk]         29.24188          26.52965         30.24000         26.85000 164  NA
## INFO  [12:38:56.058] [bbotk]         29.24188          28.30818         38.95374         26.85000 164  NA
## INFO  [12:38:56.058] [bbotk]         29.24188          29.61000         30.24000         26.85000 164  NA
## INFO  [12:38:56.058] [bbotk]         29.56089          29.61000         26.07669         26.85000 164  NA
## INFO  [12:38:56.058] [bbotk]         29.24188          26.70827         30.24000         26.85000 164  NA
## INFO  [12:38:56.058] [bbotk]         23.18858          29.61000         30.24000         26.85000 164  NA
## INFO  [12:38:56.058] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:38:56.058] [bbotk]  3261        0.37    0.1799639036          7  0.2524731
## INFO  [12:38:56.058] [bbotk]  3262        0.17    0.2248818646          6  0.3048087
## INFO  [12:38:56.058] [bbotk]  3263        0.02    0.0489937575          4  0.2342094
## INFO  [12:38:56.058] [bbotk]  3264        0.22    0.1870738973          5  0.2771904
## INFO  [12:38:56.058] [bbotk]  3265        0.07    0.0098579180          2  0.1945370
## INFO  [12:38:56.058] [bbotk]  3266        0.00    0.2281179312          4  0.3098895
## INFO  [12:38:56.058] [bbotk]  3267        0.00    0.0707329523          4  0.1668404
## INFO  [12:38:56.058] [bbotk]  3268        0.12    0.1716398425          5  0.3040807
## INFO  [12:38:56.058] [bbotk]  3269        0.02    0.0011229791          1  0.2005416
## INFO  [12:38:56.058] [bbotk]  3270        0.02    0.0009006126          1  0.2003192
## INFO  [12:38:56.058] [bbotk]  3271        0.22    0.2661600394          7  0.2485645
## INFO  [12:38:56.058] [bbotk]  3272        0.22    0.2619103818          8  0.3245692
## INFO  [12:38:56.058] [bbotk]  3273        0.02    0.1764705882          3  0.2463630
## INFO  [12:38:56.058] [bbotk]  3274        0.32    0.1020149345          4  0.2325502
## INFO  [12:38:56.058] [bbotk]  3275        0.17    0.0373186621          2  0.2355150
## INFO  [12:38:56.058] [bbotk]  3276        0.37    0.1277206438          5  0.2853908
## INFO  [12:38:56.058] [bbotk]  3277        0.02    0.0588235294          1  0.1749689
## INFO  [12:38:56.058] [bbotk]  3278        0.22    0.1372347368          5  0.2507656
## INFO  [12:38:56.058] [bbotk]  3279        0.22    0.1962494377          5  0.3123948
## INFO  [12:38:56.058] [bbotk]  3280        0.07    0.0619418901          2  0.2609559
## INFO  [12:38:56.366] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:38:56.535] [bbotk] Result of batch 165:
## INFO  [12:38:56.542] [bbotk]  stroke heatF laneF heatP laneP   pointP reactiontimeP swimtimeP daytimeP
## INFO  [12:38:56.542] [bbotk]    FREE     4     8     4     5 902.0000     0.7700000 909.93511 1030.000
## INFO  [12:38:56.542] [bbotk]    FREE     1     3     4     5 902.0000     0.7886899 467.87000 1030.000
## INFO  [12:38:56.542] [bbotk]  MEDLEY     1     7     4     5 902.0000     0.7700000 429.46685 1030.000
## INFO  [12:38:56.542] [bbotk]    FREE     1     7     4     5 992.3108     0.7662558  37.20447 1030.000
## INFO  [12:38:56.542] [bbotk]    FREE     1     5     4     4 975.6291     0.7842178 876.03090 1576.076
## INFO  [12:38:56.542] [bbotk]    FREE     1     5     4     0 905.0007     0.7700000 467.87000 1030.000
## INFO  [12:38:56.542] [bbotk]    FREE     1     5     4     8 947.8267     0.7700000 467.87000 1030.000
## INFO  [12:38:56.542] [bbotk]    BACK     1     5     4     5 902.0000     0.7700000 467.87000 1721.000
## INFO  [12:38:56.542] [bbotk]    BACK     1     7     3     5 902.0000     0.7463649 467.87000 1030.000
## INFO  [12:38:56.542] [bbotk]    FREE     1     7     4     5 902.0000     0.7924448 954.16697 1030.000
## INFO  [12:38:56.542] [bbotk]    FREE     8     7     4     1 934.0091     0.7700000 467.87000 1030.000
## INFO  [12:38:56.542] [bbotk]    FREE    12     1     4     5 902.0000     0.7751657 209.09872 1030.000
## INFO  [12:38:56.542] [bbotk]    FREE     1     4     4     5 979.2095     0.7561830 467.87000 1030.000
## INFO  [12:38:56.542] [bbotk]    FREE     2     8     4     5 884.2023     0.7700000 467.87000 1030.000
## INFO  [12:38:56.542] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:56.542] [bbotk]    FREE     9     1     4     5 998.8653     0.7700000 467.87000 1030.000
## INFO  [12:38:56.542] [bbotk]    FREE    10     5     4     3 902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:56.542] [bbotk]    FREE     1     2     4     5 902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:56.542] [bbotk]    FREE     1     7     4     6 902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:56.542] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:56.542] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:38:56.542] [bbotk]         25.08239          29.61000         30.24000         26.85000 165  NA
## INFO  [12:38:56.542] [bbotk]         29.24188          29.61000         30.24000         26.85000 165  NA
## INFO  [12:38:56.542] [bbotk]         29.59645          29.61000         30.24000         26.85000 165  NA
## INFO  [12:38:56.542] [bbotk]         30.40475          29.61000         30.24000         26.85000 165  NA
## INFO  [12:38:56.542] [bbotk]         29.24188          29.61000         30.24000         26.85000 165  NA
## INFO  [12:38:56.542] [bbotk]         26.95883          29.61000         37.37582         26.85000 165  NA
## INFO  [12:38:56.542] [bbotk]         29.45456          29.61000         31.88374         26.85000 165  NA
## INFO  [12:38:56.542] [bbotk]         29.46166          29.61000         36.47358         26.85000 165  NA
## INFO  [12:38:56.542] [bbotk]         21.62739          29.61000         25.26179         26.75593 165  NA
## INFO  [12:38:56.542] [bbotk]         24.35651          29.61000         30.24000         26.85000 165  NA
## INFO  [12:38:56.542] [bbotk]         29.65534          29.61000         30.24000         26.85000 165  NA
## INFO  [12:38:56.542] [bbotk]         29.24188          29.61000         32.80146         24.50784 165  NA
## INFO  [12:38:56.542] [bbotk]         29.24188          29.61000         30.24000         23.76593 165  NA
## INFO  [12:38:56.542] [bbotk]         35.00571          23.96243         30.24000         26.85000 165  NA
## INFO  [12:38:56.542] [bbotk]         29.24188          29.61000         30.24000         26.85000 165  NA
## INFO  [12:38:56.542] [bbotk]         29.24188          29.61000         30.24000         26.85000 165  NA
## INFO  [12:38:56.542] [bbotk]         29.24188          29.61000         30.24000         28.21859 165  NA
## INFO  [12:38:56.542] [bbotk]         31.60794          28.97828         30.24000         26.85000 165  NA
## INFO  [12:38:56.542] [bbotk]         29.24188          29.61000         32.75483         26.85000 165  NA
## INFO  [12:38:56.542] [bbotk]         29.65534          29.61000         30.24000         26.85000 165  NA
## INFO  [12:38:56.542] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:38:56.542] [bbotk]  3281        0.12      0.16204571          4  0.3022362
## INFO  [12:38:56.542] [bbotk]  3282        0.12      0.06187743          2  0.1956767
## INFO  [12:38:56.542] [bbotk]  3283        0.02      0.06265279          3  0.2619737
## INFO  [12:38:56.542] [bbotk]  3284        0.12      0.06402806          4  0.2592904
## INFO  [12:38:56.542] [bbotk]  3285        0.00      0.20429700          6  0.2132119
## INFO  [12:38:56.542] [bbotk]  3286        0.07      0.15029854          5  0.2305029
## INFO  [12:38:56.542] [bbotk]  3287        0.00      0.13987896          5  0.2122637
## INFO  [12:38:56.542] [bbotk]  3288        0.00      0.17970144          5  0.2711125
## INFO  [12:38:56.542] [bbotk]  3289        0.17      0.16869514          6  0.2893239
## INFO  [12:38:56.542] [bbotk]  3290        0.07      0.05377755          3  0.2527915
## INFO  [12:38:56.542] [bbotk]  3291        0.02      0.13068404          4  0.2992482
## INFO  [12:38:56.542] [bbotk]  3292        0.27      0.15426959          6  0.2928548
## INFO  [12:38:56.542] [bbotk]  3293        0.17      0.10395994          4  0.2352927
## INFO  [12:38:56.542] [bbotk]  3294        0.42      0.16947187          5  0.3089425
## INFO  [12:38:56.542] [bbotk]  3295        0.02      0.05882353          1  0.1749689
## INFO  [12:38:56.542] [bbotk]  3296        0.12      0.15197212          3  0.2897324
## INFO  [12:38:56.542] [bbotk]  3297        0.12      0.18335729          4  0.2670815
## INFO  [12:38:56.542] [bbotk]  3298        0.32      0.07096871          3  0.1516158
## INFO  [12:38:56.542] [bbotk]  3299        0.17      0.06665887          2  0.1815156
## INFO  [12:38:56.542] [bbotk]  3300        0.00      0.06051781          2  0.1732746
## INFO  [12:38:56.807] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:38:56.948] [bbotk] Result of batch 166:
## INFO  [12:38:56.954] [bbotk]  stroke heatF laneF heatP laneP   pointP reactiontimeP swimtimeP  daytimeP
## INFO  [12:38:56.954] [bbotk]    FREE     1     6     6     5 934.0091     0.7700000 467.87000 1030.0000
## INFO  [12:38:56.954] [bbotk]    BACK     1     7     4     5 902.0000     0.7700000 467.87000 1030.0000
## INFO  [12:38:56.954] [bbotk]    FREE     1     8     4     4 931.8156     0.7700000 467.87000 1030.0000
## INFO  [12:38:56.954] [bbotk]  BREAST     1     7     4     5 982.3582     0.7700000 719.30600 1030.0000
## INFO  [12:38:56.954] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000 467.87000 1675.9608
## INFO  [12:38:56.954] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000 467.87000 1030.0000
## INFO  [12:38:56.954] [bbotk]    FREE     1     7     4     4 902.0000     0.7700000 467.87000 1030.0000
## INFO  [12:38:56.954] [bbotk]  BREAST     8     5    10     5 902.0000     0.7700000 781.53902  979.4659
## INFO  [12:38:56.954] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000 467.87000 1030.0000
## INFO  [12:38:56.954] [bbotk]    FREE    12     5     1     0 902.0000     0.7700000 329.59764 1731.6414
## INFO  [12:38:56.954] [bbotk]  BREAST     1     7    12     7 934.0091     0.7700000  61.17966 1053.8991
## INFO  [12:38:56.954] [bbotk]    FREE     1     7     7     5 902.0000     0.7700000 638.55767 1030.0000
## INFO  [12:38:56.954] [bbotk]    FREE     1     7     1     5 902.0000     0.7607252 467.87000 1030.0000
## INFO  [12:38:56.954] [bbotk]    FREE     1     7     2     2 902.0000     0.7700000 871.32308 1030.0000
## INFO  [12:38:56.954] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000 467.87000 1030.0000
## INFO  [12:38:56.954] [bbotk]    FREE     1     3     4     5 902.0000     0.7693503 467.87000 1030.0000
## INFO  [12:38:56.954] [bbotk]    FREE     1     9     4     5 902.0000     0.7700000 467.87000 1030.0000
## INFO  [12:38:56.954] [bbotk]    FREE     8     4     4     5 899.5193     0.7700000 467.87000 1030.0000
## INFO  [12:38:56.954] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000 467.87000 1030.0000
## INFO  [12:38:56.954] [bbotk]    FREE     7     7     4     5 902.0000     0.7531205 467.87000 1027.8400
## INFO  [12:38:56.954] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:38:56.954] [bbotk]         25.86822          29.61000         30.24000         26.85000 166  NA
## INFO  [12:38:56.954] [bbotk]         29.24188          29.61000         30.24000         26.85000 166  NA
## INFO  [12:38:56.954] [bbotk]         30.61381          23.68448         30.24000         26.85000 166  NA
## INFO  [12:38:56.954] [bbotk]         29.46244          29.61000         21.91724         25.51254 166  NA
## INFO  [12:38:56.954] [bbotk]         29.24188          25.48064         28.32677         26.85000 166  NA
## INFO  [12:38:56.954] [bbotk]         29.45464          29.61000         30.24000         26.85000 166  NA
## INFO  [12:38:56.954] [bbotk]         29.65534          29.61000         30.24000         26.85000 166  NA
## INFO  [12:38:56.954] [bbotk]         22.64176          29.61000         30.24000         26.85000 166  NA
## INFO  [12:38:56.954] [bbotk]         29.43990          29.61000         30.24000         26.85000 166  NA
## INFO  [12:38:56.954] [bbotk]         32.80710          29.61000         25.18177         26.85000 166  NA
## INFO  [12:38:56.954] [bbotk]         29.65534          29.61000         32.09259         26.85000 166  NA
## INFO  [12:38:56.954] [bbotk]         23.92784          29.61000         30.24000         26.85000 166  NA
## INFO  [12:38:56.954] [bbotk]         29.47925          29.61000         35.66310         26.85000 166  NA
## INFO  [12:38:56.954] [bbotk]         29.39221          29.61000         30.24000         22.75817 166  NA
## INFO  [12:38:56.954] [bbotk]         29.39920          29.61000         30.24000         26.85000 166  NA
## INFO  [12:38:56.954] [bbotk]         29.56952          29.61000         30.24000         25.55814 166  NA
## INFO  [12:38:56.954] [bbotk]         29.24188          29.61000         30.24000         26.85000 166  NA
## INFO  [12:38:56.954] [bbotk]         29.90948          29.61000         23.49075         26.85000 166  NA
## INFO  [12:38:56.954] [bbotk]         29.49917          29.61000         30.24000         26.85000 166  NA
## INFO  [12:38:56.954] [bbotk]         29.24188          29.61000         30.24000         26.85000 166  NA
## INFO  [12:38:56.954] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:38:56.954] [bbotk]  3301        0.07      0.14281423          4  0.2129895
## INFO  [12:38:56.954] [bbotk]  3302        0.07      0.05882353          1  0.2582422
## INFO  [12:38:56.954] [bbotk]  3303        0.17      0.15681125          5  0.2267919
## INFO  [12:38:56.954] [bbotk]  3304        0.17      0.13642212          6  0.3078338
## INFO  [12:38:56.954] [bbotk]  3305        0.17      0.11980861          4  0.2254455
## INFO  [12:38:56.954] [bbotk]  3306        0.00      0.05969541          2  0.1740970
## INFO  [12:38:56.954] [bbotk]  3307        0.00      0.06051781          2  0.2030656
## INFO  [12:38:56.954] [bbotk]  3308        0.17      0.28480100          7  0.3661679
## INFO  [12:38:56.954] [bbotk]  3309        0.00      0.05963500          2  0.1741574
## INFO  [12:38:56.954] [bbotk]  3310        0.17      0.31659405          8  0.3369208
## INFO  [12:38:56.954] [bbotk]  3311        0.37      0.22188807          8  0.2871790
## INFO  [12:38:56.954] [bbotk]  3312        0.02      0.09116102          3  0.2313515
## INFO  [12:38:56.954] [bbotk]  3313        0.12      0.07820823          4  0.2157724
## INFO  [12:38:56.954] [bbotk]  3314        0.27      0.16381781          5  0.2352712
## INFO  [12:38:56.954] [bbotk]  3315        0.00      0.05946820          2  0.1743242
## INFO  [12:38:56.954] [bbotk]  3316        0.07      0.06677290          4  0.1968375
## INFO  [12:38:56.954] [bbotk]  3317        0.22      0.05882353          1  0.1994186
## INFO  [12:38:56.954] [bbotk]  3318        0.22      0.14229012          5  0.2812028
## INFO  [12:38:56.954] [bbotk]  3319        0.00      0.05987789          2  0.1739145
## INFO  [12:38:56.954] [bbotk]  3320        0.07      0.06171206          3  0.2556145
## INFO  [12:38:57.188] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:38:57.370] [bbotk] Result of batch 167:
## INFO  [12:38:57.377] [bbotk]  stroke heatF laneF heatP laneP   pointP reactiontimeP swimtimeP daytimeP
## INFO  [12:38:57.377] [bbotk]    FREE     1     7     4     5 902.0000     0.7182449  467.8700 1030.000
## INFO  [12:38:57.377] [bbotk]    FREE    11     3     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:57.377] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:57.377] [bbotk]    FREE     1     3     4     4 902.0000     0.7700000  467.8700 1780.843
## INFO  [12:38:57.377] [bbotk]    FREE    11     7     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:57.377] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:57.377] [bbotk]    FREE     9     7     4     1 902.0000     0.7700000  467.8700 1094.362
## INFO  [12:38:57.377] [bbotk]    FREE     1     5     4     5 894.0877     0.7577296  467.8700 1030.000
## INFO  [12:38:57.377] [bbotk]    FREE     1     5     4     5 926.2685     0.7700000  467.8700 1030.000
## INFO  [12:38:57.377] [bbotk]    FREE     8     5     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:57.377] [bbotk]    FREE     1     5     4     5 971.1177     0.7788098  467.8700 1030.000
## INFO  [12:38:57.377] [bbotk]    BACK     1     7     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:57.377] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:57.377] [bbotk]    FREE     1     3     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:57.377] [bbotk]    FREE     1     6    11     5 902.0000     0.7614955  325.1074 1030.000
## INFO  [12:38:57.377] [bbotk]    BACK     4     7     4     8 961.0821     0.7700000  467.8700 1030.000
## INFO  [12:38:57.377] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:57.377] [bbotk]    FREE     1     7     4     5 902.0000     0.7713610  340.0764 1030.000
## INFO  [12:38:57.377] [bbotk]    FREE     7     7     4     5 934.0091     0.7700000  467.8700 1030.000
## INFO  [12:38:57.377] [bbotk]    FREE    11     3     3     5 902.0000     0.7700000  883.1896 1030.000
## INFO  [12:38:57.377] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:38:57.377] [bbotk]         34.07132          29.61000         38.33292         26.85000 167  NA
## INFO  [12:38:57.377] [bbotk]         29.43463          29.61000         30.24000         26.85000 167  NA
## INFO  [12:38:57.377] [bbotk]         29.49917          29.61000         30.24000         26.85000 167  NA
## INFO  [12:38:57.377] [bbotk]         33.40640          29.61000         32.38650         26.85000 167  NA
## INFO  [12:38:57.377] [bbotk]         29.24188          29.61000         30.24000         26.85000 167  NA
## INFO  [12:38:57.377] [bbotk]         29.24188          29.61000         30.24000         26.85000 167  NA
## INFO  [12:38:57.377] [bbotk]         29.24188          36.19558         21.77281         28.63488 167  NA
## INFO  [12:38:57.377] [bbotk]         29.45846          29.61000         30.24000         26.85000 167  NA
## INFO  [12:38:57.377] [bbotk]         33.75228          26.09580         28.42805         26.32239 167  NA
## INFO  [12:38:57.377] [bbotk]         29.24188          29.61000         30.24000         30.45998 167  NA
## INFO  [12:38:57.377] [bbotk]         29.46187          29.61000         25.64100         26.85000 167  NA
## INFO  [12:38:57.377] [bbotk]         21.40378          29.61000         38.73110         26.85000 167  NA
## INFO  [12:38:57.377] [bbotk]         29.44945          29.61000         30.24000         26.85000 167  NA
## INFO  [12:38:57.377] [bbotk]         29.24188          24.81235         29.81012         26.85000 167  NA
## INFO  [12:38:57.377] [bbotk]         29.46244          29.61000         30.21855         25.80116 167  NA
## INFO  [12:38:57.377] [bbotk]         29.24188          32.51210         30.24000         26.85000 167  NA
## INFO  [12:38:57.377] [bbotk]         29.24188          29.61000         35.59122         26.85000 167  NA
## INFO  [12:38:57.377] [bbotk]         29.32269          29.61000         30.24000         32.66052 167  NA
## INFO  [12:38:57.377] [bbotk]         29.24188          32.72734         30.24000         26.85000 167  NA
## INFO  [12:38:57.377] [bbotk]         28.70145          27.68765         30.24000         26.85000 167  NA
## INFO  [12:38:57.377] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:38:57.377] [bbotk]  3321        0.12     0.053461436          3  0.2398082
## INFO  [12:38:57.377] [bbotk]  3322        0.07     0.118436913          3  0.2522362
## INFO  [12:38:57.377] [bbotk]  3323        0.02     0.001054357          1  0.2004730
## INFO  [12:38:57.377] [bbotk]  3324        0.02     0.186746313          5  0.2617221
## INFO  [12:38:57.377] [bbotk]  3325        0.07     0.058823529          1  0.2582422
## INFO  [12:38:57.377] [bbotk]  3326        0.07     0.000000000          0  0.1994186
## INFO  [12:38:57.377] [bbotk]  3327        0.32     0.182432831          6  0.3253521
## INFO  [12:38:57.377] [bbotk]  3328        0.00     0.064519803          4  0.1788902
## INFO  [12:38:57.377] [bbotk]  3329        0.22     0.107832956          6  0.1892096
## INFO  [12:38:57.377] [bbotk]  3330        0.02     0.135812286          3  0.2278043
## INFO  [12:38:57.377] [bbotk]  3331        0.02     0.099985894          5  0.1887703
## INFO  [12:38:57.377] [bbotk]  3332        0.12     0.117397554          3  0.3164115
## INFO  [12:38:57.377] [bbotk]  3333        0.00     0.059674120          2  0.1741183
## INFO  [12:38:57.377] [bbotk]  3334        0.27     0.078766377          3  0.2093017
## INFO  [12:38:57.377] [bbotk]  3335        0.12     0.134118913          7  0.2052433
## INFO  [12:38:57.377] [bbotk]  3336        0.07     0.208660076          5  0.3509519
## INFO  [12:38:57.377] [bbotk]  3337        0.07     0.016672559          1  0.2160912
## INFO  [12:38:57.377] [bbotk]  3338        0.07     0.037699418          4  0.2370203
## INFO  [12:38:57.377] [bbotk]  3339        0.07     0.082254116          3  0.2785551
## INFO  [12:38:57.377] [bbotk]  3340        0.27     0.211838362          6  0.2843601
## INFO  [12:38:57.612] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:38:57.771] [bbotk] Result of batch 168:
## INFO  [12:38:57.777] [bbotk]  stroke heatF laneF heatP laneP    pointP reactiontimeP swimtimeP daytimeP
## INFO  [12:38:57.777] [bbotk]    FREE     1     9     4     5  902.0000     0.7700000  386.6220 1272.137
## INFO  [12:38:57.777] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000  311.9153 1030.000
## INFO  [12:38:57.777] [bbotk]    FREE     1     7     4     5  902.0000     0.7651375  665.1655 1030.000
## INFO  [12:38:57.777] [bbotk]    FREE     1     7     4     9  902.0000     0.7700000  467.8700 1339.971
## INFO  [12:38:57.777] [bbotk]    FREE     1     7     4     7  902.0000     0.7700000  750.6817 1394.206
## INFO  [12:38:57.777] [bbotk]    FREE     3     5     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:57.777] [bbotk]    FREE     1     5     4     5  913.5586     0.8030316  467.8700 1030.000
## INFO  [12:38:57.777] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:57.777] [bbotk]    FREE     1     5    10     5  946.0802     0.7700000  467.8700 1055.726
## INFO  [12:38:57.777] [bbotk]    FREE     4     5     4     6  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:57.777] [bbotk]  BREAST     1     7     4     5  902.0000     0.7757273  467.8700 1030.000
## INFO  [12:38:57.777] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:57.777] [bbotk]    BACK     1     5     4     5  862.8678     0.7967649  467.8700 1423.318
## INFO  [12:38:57.777] [bbotk]    FREE     1     7     9     7  902.0000     0.7700000  467.8700 1134.730
## INFO  [12:38:57.777] [bbotk]    FREE     1     5     6     5  902.0000     0.7570099  282.7837 1030.000
## INFO  [12:38:57.777] [bbotk]    BACK     7     7    11     3  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:57.777] [bbotk]    FREE    10     5     4     3 1002.8956     0.7591694  467.8700 1030.000
## INFO  [12:38:57.777] [bbotk]  BREAST     1     9     4     9  871.0070     0.7828818  524.6217 1030.000
## INFO  [12:38:57.777] [bbotk]    FREE     1     7     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:57.777] [bbotk]    FREE     1     7     4     4  902.0000     0.7700000  467.8700 1641.169
## INFO  [12:38:57.777] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:38:57.777] [bbotk]         29.24188          29.61000         30.35946         31.41503 168  NA
## INFO  [12:38:57.777] [bbotk]         29.47050          29.61000         30.24000         26.85000 168  NA
## INFO  [12:38:57.777] [bbotk]         29.24188          29.61000         30.24000         26.85000 168  NA
## INFO  [12:38:57.777] [bbotk]         29.43990          24.00761         31.69125         26.85000 168  NA
## INFO  [12:38:57.777] [bbotk]         29.47842          35.35513         30.24000         26.85000 168  NA
## INFO  [12:38:57.777] [bbotk]         29.39221          21.41962         30.24000         26.85000 168  NA
## INFO  [12:38:57.777] [bbotk]         29.29495          29.61000         22.14112         26.85000 168  NA
## INFO  [12:38:57.777] [bbotk]         29.61620          29.61000         30.24000         26.85000 168  NA
## INFO  [12:38:57.777] [bbotk]         29.24188          29.61000         30.24000         26.02282 168  NA
## INFO  [12:38:57.777] [bbotk]         29.24188          29.61000         30.24000         26.85000 168  NA
## INFO  [12:38:57.777] [bbotk]         29.24188          28.64091         35.53448         26.85000 168  NA
## INFO  [12:38:57.777] [bbotk]         29.24188          29.61000         30.24000         26.85000 168  NA
## INFO  [12:38:57.777] [bbotk]         29.24188          29.61000         30.24000         26.85000 168  NA
## INFO  [12:38:57.777] [bbotk]         26.72616          29.61000         30.24000         26.85000 168  NA
## INFO  [12:38:57.777] [bbotk]         29.45464          29.61000         30.24000         28.34204 168  NA
## INFO  [12:38:57.777] [bbotk]         29.49917          29.86736         29.84991         26.06831 168  NA
## INFO  [12:38:57.777] [bbotk]         29.24188          29.61000         30.24000         26.73768 168  NA
## INFO  [12:38:57.777] [bbotk]         29.24188          29.61000         30.24000         26.85000 168  NA
## INFO  [12:38:57.777] [bbotk]         29.24188          29.61000         30.24000         26.85000 168  NA
## INFO  [12:38:57.777] [bbotk]         33.11538          22.47400         30.24000         26.85000 168  NA
## INFO  [12:38:57.777] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:38:57.777] [bbotk]  3341        0.12     0.101817806          5  0.2413804
## INFO  [12:38:57.777] [bbotk]  3342        0.00     0.069410520          3  0.1836822
## INFO  [12:38:57.777] [bbotk]  3343        0.07     0.013002744          2  0.2108323
## INFO  [12:38:57.777] [bbotk]  3344        0.27     0.104600830          5  0.2681359
## INFO  [12:38:57.777] [bbotk]  3345        0.32     0.121565801          5  0.2732010
## INFO  [12:38:57.777] [bbotk]  3346        0.07     0.150022281          4  0.2649356
## INFO  [12:38:57.777] [bbotk]  3347        0.12     0.093767477          5  0.1980182
## INFO  [12:38:57.777] [bbotk]  3348        0.02     0.001533902          1  0.2009525
## INFO  [12:38:57.777] [bbotk]  3349        0.00     0.138983325          5  0.2096572
## INFO  [12:38:57.777] [bbotk]  3350        0.12     0.176470588          3  0.2506094
## INFO  [12:38:57.777] [bbotk]  3351        0.27     0.080012926          4  0.2653555
## INFO  [12:38:57.777] [bbotk]  3352        0.07     0.000000000          0  0.1994186
## INFO  [12:38:57.777] [bbotk]  3353        0.07     0.159641179          5  0.2620100
## INFO  [12:38:57.777] [bbotk]  3354        0.17     0.134280922          4  0.2668233
## INFO  [12:38:57.777] [bbotk]  3355        0.00     0.139602098          6  0.2170308
## INFO  [12:38:57.777] [bbotk]  3356        0.17     0.242495248          8  0.3643817
## INFO  [12:38:57.777] [bbotk]  3357        0.07     0.214558692          6  0.2858131
## INFO  [12:38:57.777] [bbotk]  3358        0.17     0.193069748          6  0.3260321
## INFO  [12:38:57.777] [bbotk]  3359        0.07     0.000000000          0  0.1994186
## INFO  [12:38:57.777] [bbotk]  3360        0.12     0.139277780          4  0.2794214
## INFO  [12:38:57.980] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:38:58.145] [bbotk] Result of batch 169:
## INFO  [12:38:58.152] [bbotk]  stroke heatF laneF heatP laneP   pointP reactiontimeP swimtimeP  daytimeP
## INFO  [12:38:58.152] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000 467.87000 1030.0000
## INFO  [12:38:58.152] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000 467.87000 1030.0000
## INFO  [12:38:58.152] [bbotk]    FREE     9     5     4     5 902.0000     0.7700000 467.87000 1030.0000
## INFO  [12:38:58.152] [bbotk]    FREE     1     0    11     2 902.0000     0.7700000  95.09165  935.5104
## INFO  [12:38:58.152] [bbotk]    FREE     9     9     4     5 902.0000     0.7512945 467.87000 1030.0000
## INFO  [12:38:58.152] [bbotk]     FLY     6     5     6     4 902.0000     0.7567518 467.87000 1501.5712
## INFO  [12:38:58.152] [bbotk]    FREE     1     7     4     9 902.0000     0.7698304 467.87000 1030.0000
## INFO  [12:38:58.152] [bbotk]    FREE     1     7     4     5 902.0000     0.7746968 467.87000 1030.0000
## INFO  [12:38:58.152] [bbotk]  BREAST     8     0     4     5 902.0000     0.7700000 467.87000 1846.8313
## INFO  [12:38:58.152] [bbotk]    FREE     1     7     5     5 902.0000     0.7700000 467.87000 1030.0000
## INFO  [12:38:58.152] [bbotk]    FREE     9     7     4     7 902.0000     0.7700000 177.18634 1030.0000
## INFO  [12:38:58.152] [bbotk]    FREE    12     7     4     5 902.0000     0.7700000 467.87000 1030.0000
## INFO  [12:38:58.152] [bbotk]    FREE     1     7     4     5 902.0000     0.7710021 467.87000 1727.5516
## INFO  [12:38:58.152] [bbotk]  BREAST     1     8     4     5 902.0000     0.8135633 467.87000 1030.0000
## INFO  [12:38:58.152] [bbotk]  MEDLEY     1     5     4     5 900.8092     0.7700000 467.87000 1030.0000
## INFO  [12:38:58.152] [bbotk]    FREE    12     7     4     6 902.0000     0.7568683 467.87000 1030.0000
## INFO  [12:38:58.152] [bbotk]  MEDLEY    11     7     4     5 902.0000     0.7732606 340.77093  940.1306
## INFO  [12:38:58.152] [bbotk]    FREE     5     7     4     4 902.0000     0.7700000  43.65901 1030.0000
## INFO  [12:38:58.152] [bbotk]    FREE     1     7     1     5 946.7172     0.8002222 467.87000 1030.0000
## INFO  [12:38:58.152] [bbotk]    FREE     1     5     4     5 902.0000     0.7283436 120.46514 1030.0000
## INFO  [12:38:58.152] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:38:58.152] [bbotk]         29.45258          29.61000         30.24000         26.85000 169  NA
## INFO  [12:38:58.152] [bbotk]         29.65534          29.61000         30.24000         26.85000 169  NA
## INFO  [12:38:58.152] [bbotk]         29.24188          30.03586         27.96209         26.85000 169  NA
## INFO  [12:38:58.152] [bbotk]         29.46244          29.61000         34.83861         22.62716 169  NA
## INFO  [12:38:58.152] [bbotk]         32.79708          29.61000         26.73146         26.85000 169  NA
## INFO  [12:38:58.152] [bbotk]         29.24188          29.61000         30.24000         26.85000 169  NA
## INFO  [12:38:58.152] [bbotk]         29.24188          29.61000         30.24000         24.00088 169  NA
## INFO  [12:38:58.152] [bbotk]         29.36657          29.61000         30.24000         26.85000 169  NA
## INFO  [12:38:58.152] [bbotk]         29.24188          29.61000         30.24000         30.99751 169  NA
## INFO  [12:38:58.152] [bbotk]         25.19424          29.61000         30.24000         26.85000 169  NA
## INFO  [12:38:58.152] [bbotk]         29.65534          29.61000         30.24000         26.85000 169  NA
## INFO  [12:38:58.152] [bbotk]         29.45464          29.61000         26.50869         26.85000 169  NA
## INFO  [12:38:58.152] [bbotk]         31.26256          29.61000         30.24000         26.85000 169  NA
## INFO  [12:38:58.152] [bbotk]         29.49759          29.61000         30.24000         26.85000 169  NA
## INFO  [12:38:58.152] [bbotk]         31.10573          29.61000         30.24000         25.95375 169  NA
## INFO  [12:38:58.152] [bbotk]         25.02013          29.61000         26.04802         26.85000 169  NA
## INFO  [12:38:58.152] [bbotk]         29.50666          29.61000         30.24000         26.85000 169  NA
## INFO  [12:38:58.152] [bbotk]         29.24188          29.61000         30.24000         26.85000 169  NA
## INFO  [12:38:58.152] [bbotk]         29.45291          29.61000         28.33096         26.85000 169  NA
## INFO  [12:38:58.152] [bbotk]         25.80102          29.61000         30.24000         24.24601 169  NA
## INFO  [12:38:58.152] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:38:58.152] [bbotk]  3361        0.00     0.059686949          2  0.1741055
## INFO  [12:38:58.152] [bbotk]  3362        0.02     0.001694279          1  0.2011129
## INFO  [12:38:58.152] [bbotk]  3363        0.12     0.126395542          4  0.2392383
## INFO  [12:38:58.152] [bbotk]  3364        0.47     0.241724494          8  0.2541737
## INFO  [12:38:58.152] [bbotk]  3365        0.32     0.146203346          5  0.2790031
## INFO  [12:38:58.152] [bbotk]  3366        0.12     0.324762347          7  0.2908395
## INFO  [12:38:58.152] [bbotk]  3367        0.22     0.073187903          3  0.2578976
## INFO  [12:38:58.152] [bbotk]  3368        0.02     0.001278432          2  0.2006971
## INFO  [12:38:58.152] [bbotk]  3369        0.17     0.246672173          5  0.3277831
## INFO  [12:38:58.152] [bbotk]  3370        0.07     0.075409813          2  0.1567767
## INFO  [12:38:58.152] [bbotk]  3371        0.12     0.137328208          4  0.3186493
## INFO  [12:38:58.152] [bbotk]  3372        0.12     0.071320886          3  0.2690571
## INFO  [12:38:58.152] [bbotk]  3373        0.02     0.050571831          3  0.2499905
## INFO  [12:38:58.152] [bbotk]  3374        0.22     0.125813114          4  0.2664082
## INFO  [12:38:58.152] [bbotk]  3375        0.00     0.130216551          5  0.2310866
## INFO  [12:38:58.152] [bbotk]  3376        0.32     0.150153299          5  0.2746031
## INFO  [12:38:58.152] [bbotk]  3377        0.07     0.132557045          6  0.3318779
## INFO  [12:38:58.152] [bbotk]  3378        0.22     0.143896309          3  0.2861074
## INFO  [12:38:58.152] [bbotk]  3379        0.02     0.086420396          5  0.2224982
## INFO  [12:38:58.152] [bbotk]  3380        0.12     0.114329776          5  0.2304751
## INFO  [12:38:58.349] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:38:58.515] [bbotk] Result of batch 170:
## INFO  [12:38:58.524] [bbotk]  stroke heatF laneF heatP laneP   pointP reactiontimeP swimtimeP daytimeP
## INFO  [12:38:58.524] [bbotk]    FREE    10     7     4     5 902.0000     0.7700000 233.86182 1481.217
## INFO  [12:38:58.524] [bbotk]    FREE     1     3     1     5 902.0000     0.7487098 467.87000 1765.264
## INFO  [12:38:58.524] [bbotk]    BACK    10     7    12     5 902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:58.524] [bbotk]    FREE     1     5    10     5 902.0000     0.7365460 467.87000 1576.549
## INFO  [12:38:58.524] [bbotk]    FREE     1     7    10     5 869.9318     0.7700000 467.87000 1030.000
## INFO  [12:38:58.524] [bbotk]    FREE     1     5     4     8 902.0000     0.7468488 467.87000 1707.932
## INFO  [12:38:58.524] [bbotk]    FREE     1     5     4     4 902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:58.524] [bbotk]  BREAST     1     5     4     5 999.3980     0.7700000 467.87000 1863.838
## INFO  [12:38:58.524] [bbotk]    FREE    12     7     4     5 948.1163     0.7700000 467.87000 1030.000
## INFO  [12:38:58.524] [bbotk]    FREE     1     7     4     7 902.0000     0.7567643 467.87000 1204.665
## INFO  [12:38:58.524] [bbotk]  MEDLEY     1     5     9     5 902.0000     0.7279809 467.87000 1030.000
## INFO  [12:38:58.524] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:58.524] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  59.68619 1030.000
## INFO  [12:38:58.524] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:58.524] [bbotk]    FREE    12     3    10     5 902.0000     0.7834022 467.87000 1030.000
## INFO  [12:38:58.524] [bbotk]    FREE     1     4     4     5 902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:58.524] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:58.524] [bbotk]    FREE     1     4     4     5 914.6498     0.7700000 385.06691 1030.000
## INFO  [12:38:58.524] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000 529.72889 1030.000
## INFO  [12:38:58.524] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000 467.87000 1030.000
## INFO  [12:38:58.524] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:38:58.524] [bbotk]         29.24188          29.61000         35.48112         31.72754 170  NA
## INFO  [12:38:58.524] [bbotk]         29.24188          28.38025         30.24000         28.64098 170  NA
## INFO  [12:38:58.524] [bbotk]         29.56952          28.94533         30.24000         22.10743 170  NA
## INFO  [12:38:58.524] [bbotk]         29.24188          29.61000         30.24000         29.09750 170  NA
## INFO  [12:38:58.524] [bbotk]         33.07654          29.61000         30.24000         31.41759 170  NA
## INFO  [12:38:58.524] [bbotk]         29.45258          32.04093         30.24000         26.85000 170  NA
## INFO  [12:38:58.524] [bbotk]         29.24188          29.61000         30.24000         26.85000 170  NA
## INFO  [12:38:58.524] [bbotk]         29.45464          29.61000         38.73482         27.84047 170  NA
## INFO  [12:38:58.524] [bbotk]         29.24188          29.61000         30.24000         26.85000 170  NA
## INFO  [12:38:58.524] [bbotk]         29.24188          29.61000         30.24000         26.85000 170  NA
## INFO  [12:38:58.524] [bbotk]         29.50666          29.61000         30.24000         26.85000 170  NA
## INFO  [12:38:58.524] [bbotk]         29.46244          29.61000         30.24000         26.85000 170  NA
## INFO  [12:38:58.524] [bbotk]         29.39920          29.61000         30.24000         26.85000 170  NA
## INFO  [12:38:58.524] [bbotk]         29.45258          29.61000         30.24000         26.85000 170  NA
## INFO  [12:38:58.524] [bbotk]         29.24188          29.61000         30.24000         26.85000 170  NA
## INFO  [12:38:58.524] [bbotk]         29.24188          29.61000         30.24000         26.85000 170  NA
## INFO  [12:38:58.524] [bbotk]         29.24188          29.50145         30.24000         30.23670 170  NA
## INFO  [12:38:58.524] [bbotk]         29.24188          29.61000         35.84353         26.85000 170  NA
## INFO  [12:38:58.524] [bbotk]         29.65534          29.61000         30.24000         26.85000 170  NA
## INFO  [12:38:58.524] [bbotk]         29.47842          29.61000         30.24000         26.85000 170  NA
## INFO  [12:38:58.524] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:38:58.524] [bbotk]  3381        0.12    0.1414271705          5  0.3293413
## INFO  [12:38:58.524] [bbotk]  3382        0.22    0.1793118211          6  0.1786971
## INFO  [12:38:58.524] [bbotk]  3383        0.22    0.2042549167          6  0.3418134
## INFO  [12:38:58.524] [bbotk]  3384        0.00    0.1674308707          5  0.2382698
## INFO  [12:38:58.524] [bbotk]  3385        0.02    0.1088846650          4  0.2494798
## INFO  [12:38:58.524] [bbotk]  3386        0.00    0.1726624433          6  0.2480118
## INFO  [12:38:58.524] [bbotk]  3387        0.00    0.1176470588          2  0.1425478
## INFO  [12:38:58.524] [bbotk]  3388        0.27    0.2348422708          7  0.2786542
## INFO  [12:38:58.524] [bbotk]  3389        0.02    0.0751652214          2  0.2717490
## INFO  [12:38:58.524] [bbotk]  3390        0.12    0.0715349068          3  0.2457361
## INFO  [12:38:58.524] [bbotk]  3391        0.00    0.1844214892          5  0.2531212
## INFO  [12:38:58.524] [bbotk]  3392        0.02    0.0009038137          1  0.2003224
## INFO  [12:38:58.524] [bbotk]  3393        0.00    0.0847257203          3  0.1995817
## INFO  [12:38:58.524] [bbotk]  3394        0.00    0.0596869487          2  0.1741055
## INFO  [12:38:58.524] [bbotk]  3395        0.07    0.1786604925          4  0.2536363
## INFO  [12:38:58.524] [bbotk]  3396        0.12    0.0588235294          1  0.1994186
## INFO  [12:38:58.524] [bbotk]  3397        0.07    0.0174626619          2  0.2160394
## INFO  [12:38:58.524] [bbotk]  3398        0.12    0.0858884338          4  0.2235509
## INFO  [12:38:58.524] [bbotk]  3399        0.02    0.0055219717          2  0.2049406
## INFO  [12:38:58.524] [bbotk]  3400        0.00    0.0597928377          2  0.1739996
## INFO  [12:38:58.767] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:38:58.905] [bbotk] Result of batch 171:
## INFO  [12:38:58.911] [bbotk]  stroke heatF laneF heatP laneP   pointP reactiontimeP swimtimeP daytimeP
## INFO  [12:38:58.911] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:58.911] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:58.911] [bbotk]    FREE     1     5     4     5 902.0000     0.7817957  467.8700 1030.000
## INFO  [12:38:58.911] [bbotk]    FREE     1     7     4     5 952.9184     0.8058618  467.8700 1030.000
## INFO  [12:38:58.911] [bbotk]    BACK     1     0     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:58.911] [bbotk]  MEDLEY     1     7     4     5 902.0000     0.7797659  467.8700 1030.000
## INFO  [12:38:58.911] [bbotk]    BACK     1     5     4     5 966.5318     0.7700000  467.8700 1030.000
## INFO  [12:38:58.911] [bbotk]    BACK     1     6     4     5 938.6689     0.7700000  467.8700  931.528
## INFO  [12:38:58.911] [bbotk]  BREAST     1     7     4     5 934.0091     0.7700000  467.8700 1030.000
## INFO  [12:38:58.911] [bbotk]    FREE     5     7     1     2 902.0000     0.7829057  467.8700 1030.000
## INFO  [12:38:58.911] [bbotk]    FREE     1     7    11     7 902.0000     0.7700000  467.8700 1308.917
## INFO  [12:38:58.911] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:58.911] [bbotk]  BREAST     1     5     4     5 902.0000     0.7603012  576.4160 1030.000
## INFO  [12:38:58.911] [bbotk]    FREE     9     7     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:58.911] [bbotk]    FREE     1     7     9     7 931.0951     0.7518151  427.7480 1801.977
## INFO  [12:38:58.911] [bbotk]    FREE    10     7     7     5 902.0000     0.7700000  467.8700 1074.715
## INFO  [12:38:58.911] [bbotk]    FREE     1     1     4     5 988.2367     0.7753735  467.8700 1030.000
## INFO  [12:38:58.911] [bbotk]    FREE     1     0     4     5 898.7810     0.7700000  467.8700 1398.297
## INFO  [12:38:58.911] [bbotk]  MEDLEY     1     5     8     5 902.0000     0.7700000  819.0307 1030.000
## INFO  [12:38:58.911] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:58.911] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:38:58.911] [bbotk]         29.24188          29.61000         30.24000         26.85000 171  NA
## INFO  [12:38:58.911] [bbotk]         29.44253          29.61000         30.24000         26.85000 171  NA
## INFO  [12:38:58.911] [bbotk]         29.24188          29.61000         30.24000         26.85000 171  NA
## INFO  [12:38:58.911] [bbotk]         29.47842          29.61000         30.24000         25.14943 171  NA
## INFO  [12:38:58.911] [bbotk]         29.39221          24.83294         30.24000         26.85000 171  NA
## INFO  [12:38:58.911] [bbotk]         29.43990          29.61000         30.24000         26.85000 171  NA
## INFO  [12:38:58.911] [bbotk]         33.68659          29.61000         24.82735         26.85000 171  NA
## INFO  [12:38:58.911] [bbotk]         31.55500          29.61000         30.24000         26.85000 171  NA
## INFO  [12:38:58.911] [bbotk]         29.24188          28.78486         25.44309         26.85000 171  NA
## INFO  [12:38:58.911] [bbotk]         29.46244          21.67973         30.24000         26.85000 171  NA
## INFO  [12:38:58.911] [bbotk]         34.28040          29.61000         30.24000         26.85000 171  NA
## INFO  [12:38:58.911] [bbotk]         29.54294          29.61000         30.24000         26.85000 171  NA
## INFO  [12:38:58.911] [bbotk]         29.24188          28.41860         30.24000         26.85000 171  NA
## INFO  [12:38:58.911] [bbotk]         29.43990          29.61000         30.24000         26.85000 171  NA
## INFO  [12:38:58.911] [bbotk]         32.54830          21.66976         30.24000         26.85000 171  NA
## INFO  [12:38:58.911] [bbotk]         29.22884          29.61000         30.24000         28.50194 171  NA
## INFO  [12:38:58.911] [bbotk]         32.11223          35.51127         30.24000         26.85000 171  NA
## INFO  [12:38:58.911] [bbotk]         29.24188          29.75000         30.24000         27.89710 171  NA
## INFO  [12:38:58.911] [bbotk]         29.24188          32.43818         30.24000         26.85000 171  NA
## INFO  [12:38:58.911] [bbotk]         29.45464          29.61000         30.24000         26.85000 171  NA
## INFO  [12:38:58.911] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:38:58.911] [bbotk]  3401        0.07     0.000000000          0  0.1994186
## INFO  [12:38:58.911] [bbotk]  3402        0.00     0.059645769          2  0.1741466
## INFO  [12:38:58.911] [bbotk]  3403        0.02     0.060750930          2  0.1736283
## INFO  [12:38:58.911] [bbotk]  3404        0.07     0.033429631          4  0.2281013
## INFO  [12:38:58.911] [bbotk]  3405        0.32     0.136786725          4  0.2762573
## INFO  [12:38:58.911] [bbotk]  3406        0.02     0.061230739          3  0.2606494
## INFO  [12:38:58.911] [bbotk]  3407        0.07     0.175591852          5  0.2514891
## INFO  [12:38:58.911] [bbotk]  3408        0.07     0.146066755          5  0.2754856
## INFO  [12:38:58.911] [bbotk]  3409        0.32     0.088311321          4  0.2721550
## INFO  [12:38:58.911] [bbotk]  3410        0.47     0.210233782          6  0.2835034
## INFO  [12:38:58.911] [bbotk]  3411        0.12     0.155138614          4  0.2881010
## INFO  [12:38:58.911] [bbotk]  3412        0.02     0.001233705          1  0.2006523
## INFO  [12:38:58.911] [bbotk]  3413        0.22     0.130568210          5  0.2424687
## INFO  [12:38:58.911] [bbotk]  3414        0.02     0.059634999          2  0.2590536
## INFO  [12:38:58.911] [bbotk]  3415        0.27     0.224371987          8  0.3398472
## INFO  [12:38:58.911] [bbotk]  3416        0.00     0.128713459          5  0.2692017
## INFO  [12:38:58.911] [bbotk]  3417        0.27     0.124905236          5  0.2430574
## INFO  [12:38:58.911] [bbotk]  3418        0.17     0.088018883          5  0.2286140
## INFO  [12:38:58.911] [bbotk]  3419        0.07     0.209166269          5  0.2909378
## INFO  [12:38:58.911] [bbotk]  3420        0.00     0.059695405          2  0.1740970
## INFO  [12:38:59.165] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:38:59.306] [bbotk] Result of batch 172:
## INFO  [12:38:59.312] [bbotk]  stroke heatF laneF heatP laneP    pointP reactiontimeP swimtimeP daytimeP
## INFO  [12:38:59.312] [bbotk]    FREE     1     7     4     0  902.0000     0.7522655  304.8741 1590.614
## INFO  [12:38:59.312] [bbotk]    FREE     1     7    11     2  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:59.312] [bbotk]    FREE     1     7     4     6  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:59.312] [bbotk]    FREE     1     7     4     5  934.0091     0.7700000  467.8700 1030.000
## INFO  [12:38:59.312] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:59.312] [bbotk]    FREE    10     7     4     5  902.0000     0.7668641  467.8700 1030.000
## INFO  [12:38:59.312] [bbotk]    FREE     1     1     4     5  907.3928     0.7700000  326.0405 1030.000
## INFO  [12:38:59.312] [bbotk]     FLY     3     8     4     5  924.4555     0.7351874  467.8700 1683.359
## INFO  [12:38:59.312] [bbotk]    FREE     1     6     4     5  902.0000     0.7700000  513.7620 1749.074
## INFO  [12:38:59.312] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:59.312] [bbotk]  MEDLEY     1     5     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:59.312] [bbotk]    FREE     1     7     6     3  901.2603     0.7700000  467.8700 1030.000
## INFO  [12:38:59.312] [bbotk]    FREE     2     5     4     5  902.0000     0.8009014  467.8700 1030.000
## INFO  [12:38:59.312] [bbotk]    FREE     9     5     4     1  902.0000     0.7700000  467.8700 1461.952
## INFO  [12:38:59.312] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:59.312] [bbotk]    FREE     1     7    12     4  902.0000     0.7700000  467.8700 1730.057
## INFO  [12:38:59.312] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:59.312] [bbotk]    FREE     1     5     4     0 1019.5379     0.7850492  467.8700 1030.000
## INFO  [12:38:59.312] [bbotk]  MEDLEY     1     7     4     9  978.9291     0.7700000  164.8571 1880.335
## INFO  [12:38:59.312] [bbotk]    FREE     1     6     4     6 1015.0140     0.7880229  467.8700 1030.000
## INFO  [12:38:59.312] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:38:59.312] [bbotk]         21.94583          29.61000         30.24000         28.26338 172  NA
## INFO  [12:38:59.312] [bbotk]         33.46204          25.85893         30.24000         26.85000 172  NA
## INFO  [12:38:59.312] [bbotk]         29.24188          29.61000         30.24000         26.85000 172  NA
## INFO  [12:38:59.312] [bbotk]         29.65534          29.61000         30.24000         26.85000 172  NA
## INFO  [12:38:59.312] [bbotk]         29.24188          29.61000         30.24000         26.85000 172  NA
## INFO  [12:38:59.312] [bbotk]         29.24188          29.61000         30.24000         26.85000 172  NA
## INFO  [12:38:59.312] [bbotk]         21.76515          29.61000         30.24000         29.93124 172  NA
## INFO  [12:38:59.312] [bbotk]         32.38387          26.04258         25.62506         30.58315 172  NA
## INFO  [12:38:59.312] [bbotk]         31.68184          29.61000         37.08355         26.85000 172  NA
## INFO  [12:38:59.312] [bbotk]         29.49917          29.61000         30.24000         26.85000 172  NA
## INFO  [12:38:59.312] [bbotk]         29.44370          29.61000         30.24000         23.97216 172  NA
## INFO  [12:38:59.312] [bbotk]         29.48365          31.28632         30.24000         26.85000 172  NA
## INFO  [12:38:59.312] [bbotk]         27.47297          29.61000         35.53545         26.85000 172  NA
## INFO  [12:38:59.312] [bbotk]         29.24188          29.61000         37.95812         26.85000 172  NA
## INFO  [12:38:59.312] [bbotk]         29.45464          29.61000         30.24000         26.85000 172  NA
## INFO  [12:38:59.312] [bbotk]         29.24188          29.61000         30.24000         25.61638 172  NA
## INFO  [12:38:59.312] [bbotk]         29.40499          29.61000         30.24000         26.85000 172  NA
## INFO  [12:38:59.312] [bbotk]         29.24188          29.61000         30.24000         26.85000 172  NA
## INFO  [12:38:59.312] [bbotk]         25.84106          36.45862         30.24000         26.85000 172  NA
## INFO  [12:38:59.312] [bbotk]         35.20276          29.61000         30.24000         27.09155 172  NA
## INFO  [12:38:59.312] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:38:59.312] [bbotk]  3421        0.12      0.14267440          6  0.3026514
## INFO  [12:38:59.312] [bbotk]  3422        0.47      0.14948557          4  0.2227552
## INFO  [12:38:59.312] [bbotk]  3423        0.17      0.05882353          1  0.1847097
## INFO  [12:38:59.312] [bbotk]  3424        0.00      0.01303698          2  0.2096207
## INFO  [12:38:59.312] [bbotk]  3425        0.02      0.05882353          1  0.1749689
## INFO  [12:38:59.312] [bbotk]  3426        0.07      0.05933593          2  0.2577298
## INFO  [12:38:59.312] [bbotk]  3427        0.22      0.11565317          5  0.2529110
## INFO  [12:38:59.312] [bbotk]  3428        0.47      0.28944690         10  0.3648726
## INFO  [12:38:59.312] [bbotk]  3429        0.17      0.13641136          5  0.2678414
## INFO  [12:38:59.312] [bbotk]  3430        0.00      0.05987789          2  0.1739145
## INFO  [12:38:59.312] [bbotk]  3431        0.12      0.13295526          4  0.2474465
## INFO  [12:38:59.312] [bbotk]  3432        0.17      0.12540005          5  0.2408760
## INFO  [12:38:59.312] [bbotk]  3433        0.07      0.14644366          5  0.2481047
## INFO  [12:38:59.312] [bbotk]  3434        0.00      0.22660481          5  0.3103290
## INFO  [12:38:59.312] [bbotk]  3435        0.00      0.05969541          2  0.1740970
## INFO  [12:38:59.312] [bbotk]  3436        0.00      0.16613368          4  0.2481470
## INFO  [12:38:59.312] [bbotk]  3437        0.00      0.05949194          2  0.1743005
## INFO  [12:38:59.312] [bbotk]  3438        0.02      0.16175665          4  0.2292233
## INFO  [12:38:59.312] [bbotk]  3439        0.32      0.25550436          7  0.3263175
## INFO  [12:38:59.312] [bbotk]  3440        0.27      0.18628129          6  0.1956221
## INFO  [12:38:59.536] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:38:59.716] [bbotk] Result of batch 173:
## INFO  [12:38:59.729] [bbotk]  stroke heatF laneF heatP laneP   pointP reactiontimeP swimtimeP daytimeP
## INFO  [12:38:59.729] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:59.729] [bbotk]    FREE     1     5     4     5 902.0000     0.8435259  467.8700 1030.000
## INFO  [12:38:59.729] [bbotk]    FREE     1     0     4     0 902.0000     0.7700000  457.6745 1030.000
## INFO  [12:38:59.729] [bbotk]    FREE    10     7     4     8 931.8156     0.7700000  467.8700 1030.000
## INFO  [12:38:59.729] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:59.729] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:59.729] [bbotk]    FREE     1     2     4     5 902.0000     0.7410380  467.8700 1528.462
## INFO  [12:38:59.729] [bbotk]    FREE     3     7     4     5 902.0000     0.7728199  802.1149 1030.000
## INFO  [12:38:59.729] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:59.729] [bbotk]    FREE     1     5     4     5 902.0000     0.7555681  204.3168 1030.000
## INFO  [12:38:59.729] [bbotk]    BACK     1     5     4     7 892.2752     0.7700000  852.5981 1030.000
## INFO  [12:38:59.729] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:59.729] [bbotk]    FREE     1     7     4     5 898.9349     0.7700000  467.8700 1030.000
## INFO  [12:38:59.729] [bbotk]    FREE     9     8     4     7 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:59.729] [bbotk]    FREE     2     5    12     5 901.4624     0.7700000  467.8700 1833.612
## INFO  [12:38:59.729] [bbotk]     FLY     1     7     4     4 928.8380     0.7782170  525.8595 1030.000
## INFO  [12:38:59.729] [bbotk]    FREE     1     1     5     5 869.7365     0.7944372  467.8700 1579.329
## INFO  [12:38:59.729] [bbotk]    FREE     4     7     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:59.729] [bbotk]    FREE     1     7     4     5 896.2361     0.7622562  467.8700 1399.591
## INFO  [12:38:59.729] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:38:59.729] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:38:59.729] [bbotk]         25.26753          29.61000         30.24000         26.85000 173  NA
## INFO  [12:38:59.729] [bbotk]         29.24188          29.61000         30.24000         27.98827 173  NA
## INFO  [12:38:59.729] [bbotk]         26.30692          29.61000         30.24000         21.94064 173  NA
## INFO  [12:38:59.729] [bbotk]         29.24188          23.14384         30.24000         26.85000 173  NA
## INFO  [12:38:59.729] [bbotk]         29.39920          29.61000         30.24000         26.85000 173  NA
## INFO  [12:38:59.729] [bbotk]         29.24188          29.61000         30.24000         26.85000 173  NA
## INFO  [12:38:59.729] [bbotk]         29.50666          25.66270         30.24000         26.85000 173  NA
## INFO  [12:38:59.729] [bbotk]         31.08013          29.61000         30.24000         26.85000 173  NA
## INFO  [12:38:59.729] [bbotk]         29.24188          29.61000         30.24000         26.85000 173  NA
## INFO  [12:38:59.729] [bbotk]         29.45258          29.61000         30.24000         32.32482 173  NA
## INFO  [12:38:59.729] [bbotk]         29.24188          29.61000         28.72462         26.85000 173  NA
## INFO  [12:38:59.729] [bbotk]         29.24188          29.61000         30.24000         26.85000 173  NA
## INFO  [12:38:59.729] [bbotk]         29.64927          29.61000         30.24000         26.85000 173  NA
## INFO  [12:38:59.729] [bbotk]         29.52211          29.61000         30.24000         26.85000 173  NA
## INFO  [12:38:59.729] [bbotk]         29.24188          29.61000         29.07714         31.46287 173  NA
## INFO  [12:38:59.729] [bbotk]         29.11798          29.61000         30.24000         32.72967 173  NA
## INFO  [12:38:59.729] [bbotk]         23.02039          29.61000         30.24000         26.85000 173  NA
## INFO  [12:38:59.729] [bbotk]         27.68643          29.61000         30.24000         26.85000 173  NA
## INFO  [12:38:59.729] [bbotk]         29.24188          29.06700         30.24000         26.85000 173  NA
## INFO  [12:38:59.729] [bbotk]         29.39221          29.61000         30.24000         26.85000 173  NA
## INFO  [12:38:59.729] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:38:59.729] [bbotk]  3441        0.02     0.075109490          2  0.1912548
## INFO  [12:38:59.729] [bbotk]  3442        0.07     0.076565282          3  0.1779872
## INFO  [12:38:59.729] [bbotk]  3443        0.32     0.155008399          5  0.2843568
## INFO  [12:38:59.729] [bbotk]  3444        0.32     0.153285789          4  0.2941041
## INFO  [12:38:59.729] [bbotk]  3445        0.00     0.059468197          2  0.1743242
## INFO  [12:38:59.729] [bbotk]  3446        0.02     0.058823529          1  0.1749689
## INFO  [12:38:59.729] [bbotk]  3447        0.37     0.110051063          5  0.1812334
## INFO  [12:38:59.729] [bbotk]  3448        0.02     0.087499377          4  0.2869180
## INFO  [12:38:59.729] [bbotk]  3449        0.07     0.000000000          0  0.1994186
## INFO  [12:38:59.729] [bbotk]  3450        0.02     0.105902219          5  0.1961674
## INFO  [12:38:59.729] [bbotk]  3451        0.22     0.208444193          6  0.2879311
## INFO  [12:38:59.729] [bbotk]  3452        0.02     0.058823529          1  0.1749689
## INFO  [12:38:59.729] [bbotk]  3453        0.02     0.002755529          2  0.2021742
## INFO  [12:38:59.729] [bbotk]  3454        0.17     0.177618920          4  0.3105813
## INFO  [12:38:59.729] [bbotk]  3455        0.02     0.252029030          7  0.3315160
## INFO  [12:38:59.729] [bbotk]  3456        0.12     0.162182160          7  0.2896898
## INFO  [12:38:59.729] [bbotk]  3457        0.17     0.191743216          6  0.2121357
## INFO  [12:38:59.729] [bbotk]  3458        0.07     0.065197382          2  0.2642114
## INFO  [12:38:59.729] [bbotk]  3459        0.12     0.027734364          4  0.2234978
## INFO  [12:38:59.729] [bbotk]  3460        0.00     0.059439566          2  0.1743528
## INFO  [12:38:59.996] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:00.145] [bbotk] Result of batch 174:
## INFO  [12:39:00.151] [bbotk]  stroke heatF laneF heatP laneP    pointP reactiontimeP swimtimeP daytimeP
## INFO  [12:39:00.151] [bbotk]    FREE     1     5     4     4  902.0000     0.7700000  467.8700 1071.292
## INFO  [12:39:00.151] [bbotk]    FREE     1     7     4     5  929.4002     0.8162045  467.8700 1030.000
## INFO  [12:39:00.151] [bbotk]    FREE     1     2     4     5 1005.3048     0.7691190  281.3368 1030.000
## INFO  [12:39:00.151] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:39:00.151] [bbotk]  MEDLEY     1     7     4     5  902.0000     0.7700000  467.8700 1718.764
## INFO  [12:39:00.151] [bbotk]    FREE     1     7     4     6  902.0000     0.7532816  926.6144 1030.000
## INFO  [12:39:00.151] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:39:00.151] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:39:00.151] [bbotk]    FREE     1     2     4     5  968.4258     0.7700000  527.2032 1030.000
## INFO  [12:39:00.151] [bbotk]    FREE     1     0     7     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:39:00.151] [bbotk]    FREE     8     5     3     9  902.0000     0.7700000  507.5028 1030.000
## INFO  [12:39:00.151] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000  467.8700 1760.652
## INFO  [12:39:00.151] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:39:00.151] [bbotk]    FREE     7     3     4     2  902.0000     0.7700000  467.8700 1406.961
## INFO  [12:39:00.151] [bbotk]    FREE    11     5     4     0  902.0000     0.7548640  467.8700 1517.410
## INFO  [12:39:00.151] [bbotk]    FREE     1     5     4     5  902.0000     0.7875696  467.8700 1681.692
## INFO  [12:39:00.151] [bbotk]    FREE     1     5     4     5  902.0000     0.7700000  467.8700 1030.000
## INFO  [12:39:00.151] [bbotk]    FREE     1     2     4     5  902.0000     0.7468607  532.4781 1030.000
## INFO  [12:39:00.151] [bbotk]    FREE     1     5     4     5  929.5602     0.7962308  467.8700 1030.000
## INFO  [12:39:00.151] [bbotk]    FREE     1     6     4     2  983.9345     0.7700000  128.3443 1030.000
## INFO  [12:39:00.151] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:39:00.151] [bbotk]         29.24188          29.61000         30.24000         26.85000 174  NA
## INFO  [12:39:00.151] [bbotk]         29.24188          29.61000         21.38646         26.85000 174  NA
## INFO  [12:39:00.151] [bbotk]         29.47925          29.61000         30.24000         26.85000 174  NA
## INFO  [12:39:00.151] [bbotk]         29.24188          35.54208         22.05620         26.85000 174  NA
## INFO  [12:39:00.151] [bbotk]         29.89806          30.30021         30.24000         26.85000 174  NA
## INFO  [12:39:00.151] [bbotk]         31.81944          29.61000         30.24000         26.85000 174  NA
## INFO  [12:39:00.151] [bbotk]         29.46244          29.61000         30.24000         26.85000 174  NA
## INFO  [12:39:00.151] [bbotk]         29.39221          29.61000         30.24000         26.85000 174  NA
## INFO  [12:39:00.151] [bbotk]         29.45183          29.61000         30.24000         26.85000 174  NA
## INFO  [12:39:00.151] [bbotk]         29.24188          29.61000         35.18026         23.60560 174  NA
## INFO  [12:39:00.151] [bbotk]         29.24188          29.61000         28.38376         26.85000 174  NA
## INFO  [12:39:00.151] [bbotk]         30.26269          29.61000         30.24000         30.02944 174  NA
## INFO  [12:39:00.151] [bbotk]         29.24188          29.61000         30.24000         26.85000 174  NA
## INFO  [12:39:00.151] [bbotk]         29.24188          32.66228         30.24000         24.50993 174  NA
## INFO  [12:39:00.151] [bbotk]         29.24188          29.61000         30.24000         29.22509 174  NA
## INFO  [12:39:00.151] [bbotk]         29.24188          29.61000         23.93855         32.75353 174  NA
## INFO  [12:39:00.151] [bbotk]         29.50666          29.61000         30.24000         26.85000 174  NA
## INFO  [12:39:00.151] [bbotk]         35.35927          29.61000         21.70862         26.85000 174  NA
## INFO  [12:39:00.151] [bbotk]         29.24188          29.90995         23.71440         26.85000 174  NA
## INFO  [12:39:00.151] [bbotk]         29.43061          29.61000         30.24000         26.85000 174  NA
## INFO  [12:39:00.151] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:39:00.151] [bbotk]  3461        0.00      0.12014086          3  0.1450416
## INFO  [12:39:00.151] [bbotk]  3462        0.27      0.04484381          3  0.2397451
## INFO  [12:39:00.151] [bbotk]  3463        0.22      0.10808939          5  0.1866404
## INFO  [12:39:00.151] [bbotk]  3464        0.27      0.10732380          3  0.2086566
## INFO  [12:39:00.151] [bbotk]  3465        0.02      0.10578588          4  0.2772138
## INFO  [12:39:00.151] [bbotk]  3466        0.17      0.10050365          4  0.2028841
## INFO  [12:39:00.151] [bbotk]  3467        0.00      0.05972734          2  0.1740651
## INFO  [12:39:00.151] [bbotk]  3468        0.00      0.05943957          2  0.1743528
## INFO  [12:39:00.151] [bbotk]  3469        0.07      0.08689382          4  0.1658305
## INFO  [12:39:00.151] [bbotk]  3470        0.22      0.14936489          4  0.2292243
## INFO  [12:39:00.151] [bbotk]  3471        0.07      0.24352990          6  0.2641933
## INFO  [12:39:00.151] [bbotk]  3472        0.00      0.12313225          4  0.1962496
## INFO  [12:39:00.151] [bbotk]  3473        0.02      0.05882353          1  0.1749689
## INFO  [12:39:00.151] [bbotk]  3474        0.32      0.22284745          6  0.2354773
## INFO  [12:39:00.151] [bbotk]  3475        0.00      0.22033166          6  0.3020659
## INFO  [12:39:00.151] [bbotk]  3476        0.07      0.15039194          5  0.2286074
## INFO  [12:39:00.151] [bbotk]  3477        0.00      0.05990857          2  0.1738838
## INFO  [12:39:00.151] [bbotk]  3478        0.32      0.11825080          5  0.1907781
## INFO  [12:39:00.151] [bbotk]  3479        0.22      0.09437041          5  0.1853892
## INFO  [12:39:00.151] [bbotk]  3480        0.37      0.16846379          5  0.2375891
## INFO  [12:39:00.387] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:00.532] [bbotk] Result of batch 175:
## INFO  [12:39:00.539] [bbotk]  stroke heatF laneF heatP laneP   pointP reactiontimeP swimtimeP daytimeP
## INFO  [12:39:00.539] [bbotk]    FREE     1     8     2     5 902.0000     0.7045518  559.1124 1200.336
## INFO  [12:39:00.539] [bbotk]    FREE     1     4     4     5 902.0000     0.7700000  564.5626 1030.000
## INFO  [12:39:00.539] [bbotk]    BACK     1     7     4     5 902.0000     0.7700000  467.8700 1192.211
## INFO  [12:39:00.539] [bbotk]    FREE     1     5     4     9 902.0000     0.7317331  467.8700 1609.347
## INFO  [12:39:00.539] [bbotk]     FLY     8     5     4     5 902.0000     0.7784020  467.8700 1694.238
## INFO  [12:39:00.539] [bbotk]    FREE     1     5     4     5 929.0993     0.7549799  615.2973 1381.423
## INFO  [12:39:00.539] [bbotk]    FREE     1     7     4     5 902.0000     0.7440560  467.8700 1030.000
## INFO  [12:39:00.539] [bbotk]    FREE     2     6     4     5 902.0000     0.7690639  467.8700 1650.484
## INFO  [12:39:00.539] [bbotk]    FREE     1     7     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:39:00.539] [bbotk]    FREE     1     5     4     3 902.0000     0.7640736  467.8700 1030.000
## INFO  [12:39:00.539] [bbotk]    FREE     1     7     4     8 902.0000     0.8102171  467.8700 1030.000
## INFO  [12:39:00.539] [bbotk]    FREE     1     4     4     5 902.0000     0.7700000  467.8700 1066.345
## INFO  [12:39:00.539] [bbotk]  MEDLEY     1     7     4     5 980.3810     0.7649094  467.8700 1256.100
## INFO  [12:39:00.539] [bbotk]     FLY     1     7     6     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:39:00.539] [bbotk]    FREE     1     7     7     5 902.0000     0.7700000  926.8197 1030.000
## INFO  [12:39:00.539] [bbotk]    FREE     1     7     4     5 934.0091     0.7867039  766.6298 1416.437
## INFO  [12:39:00.539] [bbotk]    FREE     1     5     7     0 889.5746     0.7700000  401.3763 1030.000
## INFO  [12:39:00.539] [bbotk]    FREE     1     5     4     5 902.0000     0.7700000  467.8700 1030.000
## INFO  [12:39:00.539] [bbotk]    FREE     1     7     4     5 936.4811     0.7700000  467.8700 1030.000
## INFO  [12:39:00.539] [bbotk]    FREE     1     3     6     5 900.7110     0.7700000  467.8700 1030.000
## INFO  [12:39:00.539] [bbotk]  mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO  [12:39:00.539] [bbotk]         29.24188          29.61000         30.24000         26.85000 175  NA
## INFO  [12:39:00.539] [bbotk]         29.50666          33.32524         30.24000         30.98702 175  NA
## INFO  [12:39:00.539] [bbotk]         29.56346          29.61000         30.24000         26.85000 175  NA
## INFO  [12:39:00.539] [bbotk]         34.11677          29.61000         30.24000         22.43138 175  NA
## INFO  [12:39:00.539] [bbotk]         29.24188          26.38546         30.24000         31.83910 175  NA
## INFO  [12:39:00.539] [bbotk]         29.24188          24.49525         40.09759         31.74749 175  NA
## INFO  [12:39:00.539] [bbotk]         25.94992          22.72839         30.24000         27.85682 175  NA
## INFO  [12:39:00.539] [bbotk]         35.03888          29.61000         28.15117         26.85000 175  NA
## INFO  [12:39:00.539] [bbotk]         29.51467          29.61000         30.24000         26.85000 175  NA
## INFO  [12:39:00.539] [bbotk]         29.44698          29.61000         30.24000         26.85000 175  NA
## INFO  [12:39:00.539] [bbotk]         29.46244          29.61000         23.33484         31.07687 175  NA
## INFO  [12:39:00.539] [bbotk]         29.24188          28.02464         30.24000         26.85000 175  NA
## INFO  [12:39:00.539] [bbotk]         23.79188          30.85662         27.65878         26.85000 175  NA
## INFO  [12:39:00.539] [bbotk]         29.24188          29.61000         30.24000         27.04369 175  NA
## INFO  [12:39:00.539] [bbotk]         29.46166          23.31192         35.39821         26.85000 175  NA
## INFO  [12:39:00.539] [bbotk]         25.42662          29.61000         38.90969         26.85000 175  NA
## INFO  [12:39:00.539] [bbotk]         29.24188          29.61000         35.67443         26.85000 175  NA
## INFO  [12:39:00.539] [bbotk]         29.24188          29.61000         30.24000         26.85000 175  NA
## INFO  [12:39:00.539] [bbotk]         29.68954          29.61000         30.24000         26.85000 175  NA
## INFO  [12:39:00.539] [bbotk]         23.90433          29.61000         39.86739         27.06204 175  NA
## INFO  [12:39:00.539] [bbotk]  x_id dist_target dist_x_interest no_changed dist_train
## INFO  [12:39:00.539] [bbotk]  3481        0.12     0.144274337          5  0.2129740
## INFO  [12:39:00.539] [bbotk]  3482        0.32     0.101115317          5  0.2307034
## INFO  [12:39:00.539] [bbotk]  3483        0.02     0.069937837          3  0.2693565
## INFO  [12:39:00.539] [bbotk]  3484        0.17     0.201099240          6  0.2831126
## INFO  [12:39:00.539] [bbotk]  3485        0.22     0.255567762          7  0.3343055
## INFO  [12:39:00.539] [bbotk]  3486        0.17     0.176416698          8  0.2232333
## INFO  [12:39:00.539] [bbotk]  3487        0.27     0.049479462          4  0.2388905
## INFO  [12:39:00.539] [bbotk]  3488        0.37     0.185536249          6  0.3143916
## INFO  [12:39:00.539] [bbotk]  3489        0.02     0.001117846          1  0.2005365
## INFO  [12:39:00.539] [bbotk]  3490        0.07     0.119455904          4  0.2031801
## INFO  [12:39:00.539] [bbotk]  3491        0.27     0.109082261          5  0.2457837
## INFO  [12:39:00.539] [bbotk]  3492        0.22     0.067165973          3  0.2066366
## INFO  [12:39:00.539] [bbotk]  3493        0.12     0.136294290          7  0.3272314
## INFO  [12:39:00.539] [bbotk]  3494        0.17     0.118621675          3  0.2592168
## INFO  [12:39:00.539] [bbotk]  3495        0.17     0.128615711          5  0.2680863
## INFO  [12:39:00.539] [bbotk]  3496        0.12     0.098542871          6  0.2804187
## INFO  [12:39:00.539] [bbotk]  3497        0.07     0.201919926          6  0.2264840
## INFO  [12:39:00.539] [bbotk]  3498        0.02     0.058823529          1  0.1749689
## INFO  [12:39:00.539] [bbotk]  3499        0.00     0.014053133          2  0.2106369
## INFO  [12:39:00.539] [bbotk]  3500        0.17     0.171038461          6  0.2452664
## `x_interest` was removed from results.

Veamos cuantos contrafácticos se logran.

print(cfactuals)
## 123 Counterfactual(s) 
##  
## Desired class: 1 
## Desired predicted probability range: [0.92, 1] 
##  
## Head: 
##    distance stroke gender continente  heatF  laneF  edad  heatP  laneP   pointP
##      <fctr> <fctr> <fctr>     <fctr> <fctr> <fctr> <num> <fctr> <fctr>    <num>
## 1:      800   FREE      M       Asia      1      5    23      4      5 934.0091
## 2:      800   FREE      M       Asia      1      5    23      4      5 902.0000
## 3:      800   FREE      M       Asia      1      5    23      4      5 902.0000
##    reactiontimeP swimtimeP daytimeP mediaParcialesP medianaParcialesP
##            <num>     <num>    <num>           <num>             <num>
## 1:          0.77    467.87     1030        29.65534             29.61
## 2:          0.77    467.87     1030        29.65534             29.61
## 3:          0.77    467.87     1030        29.62194             29.61
##    maximoParcialesP minimoParcialesP
##               <num>            <num>
## 1:            30.24            26.85
## 2:            30.24            26.85
## 3:            30.24            26.85
head(cfactuals$predict(), 3)
##      0    1
## 1 0.00 1.00
## 2 0.05 0.95
## 3 0.05 0.95

Estos 186 contrafácticos representan combinaciones alternativas de valores en las características (variables explicativas) que, de ser alcanzadas, moverían al caso específico (x_interest) hacia la clase deseada con una probabilidad muy alta.

# Filtramos por aquellos que son válidos, es decir, aquellos que tienen la predicción deseada
cfactuals$subset_to_valid()
nrow(cfactuals$data)
## [1] 93
head(cfactuals$data,3)
##    distance stroke gender continente  heatF  laneF  edad  heatP  laneP   pointP
##      <fctr> <fctr> <fctr>     <fctr> <fctr> <fctr> <num> <fctr> <fctr>    <num>
## 1:      800   FREE      M       Asia      1      5    23      4      5 934.0091
## 2:      800   FREE      M       Asia      1      5    23      4      5 902.0000
## 3:      800   FREE      M       Asia      1      5    23      4      5 902.0000
##    reactiontimeP swimtimeP daytimeP mediaParcialesP medianaParcialesP
##            <num>     <num>    <num>           <num>             <num>
## 1:          0.77    467.87     1030        29.65534             29.61
## 2:          0.77    467.87     1030        29.65534             29.61
## 3:          0.77    467.87     1030        29.62194             29.61
##    maximoParcialesP minimoParcialesP
##               <num>            <num>
## 1:            30.24            26.85
## 2:            30.24            26.85
## 3:            30.24            26.85

Debido a que tenemos una cantidad alta de contrafácticos, busco una representación gráfica que me ayude a comprenderlos:

# Pintamos las variables más importantes para lograr el cambio deseado
# Setting subset_zero = TRUE excludes all unchanged features from the plot.
cfactuals$plot_freq_of_feature_changes(subset_zero = TRUE)

La variable pointP tiene la mayor frecuencia relativa. Esto sugiere que modificar los puntos de la prueba preliminar (pointP) es clave para mover la predicción hacia la clase deseada (nadadores que bajan su tiempo en la final).

La segunda variable es swimtimeP, que modificarla parecen influir significativamente en el resultado.

# En azul el punto de interés y en gris los contrafácticos
cfactuals$plot_parallel(feature_names = names(
  cfactuals$get_freq_of_feature_changes()), digits_min_max = 2L)

Todos los contrafácticos nos indican que nuestro punto de interés debería aumentar sus puntos porque todos ellos tienen más puntos que el x_interest. Lo mismo ocurre con el swimtime, reducir el tiempo aumentaría la probabilidad de mejora (nos lo esperamos porque están inversamente relacionadas).

Algo curioso es observar que la gran mayoría de contrafácticos nada la preliminar en la calle 7. Nuestro nadador de interés nadó en la calle 2. Esto podríamos verlo como algo que se podría modificar, pero dada la naturaleza de la selección de calle por nadador, se establecerá proximamente como fijo.

rm(cfactuals, moc_classif,predictor,x_interest)

Si el punto de interés inicial ya cumple con el objetivo o no permite realizar un análisis más profundo de los contrafácticos, seleccionamos otro punto con más posibilidades de mejora o fijamos valores de variables relevantes para explorar cómo cambiarían las predicciones.

Para aplicar un análisis contrafáctico, comenzamos seleccionando un registro específico de nuestro conjunto de datos.

df_random[56,]
##    target distance stroke gender continente heatF laneF edad heatP laneP pointP
## 56      1      200   BACK      F     Europe     1     8   29     1     3    886
##    reactiontimeP swimtimeP daytimeP mediaParcialesP medianaParcialesP
## 56          0.72    129.16     1749           32.29            32.815
##    maximoParcialesP minimoParcialesP
## 56            33.05            30.48

A partir de esta información, realizaremos cambios en las variables relevantes.

set.seed(2345)
rf1 <- randomForest(
  target ~ ., 
  data = df_random[-56,], 
  importance = TRUE, 
  proximity = TRUE,
  ntree = 20, 
  mtry = 6
)

# Tenemos que usar iml::Predictor para poner el modelo en el formato adecuado
# type='prob' para tener las probabilidades y no las etiquetas binarizadas
predictor = iml::Predictor$new(rf1, type = "prob") 

# Punto de interés para buscar contrafácticos
x_interest = df_random[56, ]

Obtenemos las probabilidades predichas por el modelo para el punto de interés (x_interest).

# Predicción de la probabilidad de cada clase
predictor$predict(x_interest) 
##     0   1
## 1 0.5 0.5

El resultado muestra que para el nuevo punto de interés seleccionado, el modelo predice un 50% de probabilidad para ambas clases (0 y 1). Esto indica que el modelo está indeciso sobre si el nadador bajará su tiempo en la final o no. Este es un caso interesante para el análisis contrafáctico, ya que es posible identificar qué cambios en las variables podrían inclinar la predicción hacia la clase positiva

La elección de las variables a incluir en fixed_features en este caso depende del conocimiento sobre la materia. Veamos como vamos a proceder ahora:

  • Variables potencialmente fijas (fixed_features): distance,stroke, gender, continente, edad, laneP, heatP y daytimeP. Se debe a que se han escogido antes de comenzar la final. Realmente son variables que hay que fijar antes de nadar la final.
  • Variables potencialmente modificables: el resto.
# Ponemos las opciones para el algoritmo
moc_classif = MOCClassif$new(
  predictor, epsilon = 0, fixed_features = c("distance", "stroke", "gender", "continente", "edad","laneP","heatP","daytimeP"))
# Sacamos los contrafácticos(queremos que aumente a un rango de 0.6/1)
cfactuals = moc_classif$find_counterfactuals(
   x_interest, desired_class = "1", desired_prob = c(0.6, 1))
## INFO  [12:39:05.086] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:05.225] [bbotk] Result of batch 1:
## INFO  [12:39:05.230] [bbotk]  heatF laneF   pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO  [12:39:05.230] [bbotk]      9     8 868.9343     0.7633185  129.1600        32.29000          32.81500
## INFO  [12:39:05.230] [bbotk]      7     6 886.0000     0.7200000  129.1600        32.29000          30.69524
## INFO  [12:39:05.230] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:05.230] [bbotk]      1     8 925.9174     0.7200000  129.1600        34.52484          32.81500
## INFO  [12:39:05.230] [bbotk]      1     8 886.0000     0.7200000  129.1600        34.21969          27.30751
## INFO  [12:39:05.230] [bbotk]      8     8 886.0000     0.7200000  129.1600        28.38520          32.81500
## INFO  [12:39:05.230] [bbotk]      5     8 886.0000     0.8138598  129.1600        32.29000          32.81500
## INFO  [12:39:05.230] [bbotk]     10     8 998.7813     0.7200000  129.1600        33.92523          25.87985
## INFO  [12:39:05.230] [bbotk]      7     8 893.9535     0.7200000  129.1600        26.79467          32.81500
## INFO  [12:39:05.230] [bbotk]     11     8 886.0000     0.7175672  129.1600        32.29000          32.81500
## INFO  [12:39:05.230] [bbotk]      1     5 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:05.230] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:05.230] [bbotk]      1     8 872.0620     0.6286999  129.1600        25.62683          32.81500
## INFO  [12:39:05.230] [bbotk]      1     8 990.2280     0.7200000  129.1600        22.99361          32.81500
## INFO  [12:39:05.230] [bbotk]     10     8 905.7663     0.7507491  129.1600        30.81458          32.81500
## INFO  [12:39:05.230] [bbotk]     12     8 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:05.230] [bbotk]      1     8 886.0000     0.6270303  129.1600        27.11164          32.81500
## INFO  [12:39:05.230] [bbotk]      1     0 886.0000     0.7200000  196.8982        32.29000          32.81500
## INFO  [12:39:05.230] [bbotk]      1     8 886.0000     0.5505537  129.1600        32.29000          32.81500
## INFO  [12:39:05.230] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          35.98599
## INFO  [12:39:05.230] [bbotk]  maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO  [12:39:05.230] [bbotk]          33.05000         25.52065   1  NA    1        0.25     0.096904322
## INFO  [12:39:05.230] [bbotk]          33.05000         28.45628   1  NA    2        0.00     0.136049972
## INFO  [12:39:05.230] [bbotk]          25.75117         32.88059   1  NA    3        0.35     0.034820248
## INFO  [12:39:05.230] [bbotk]          33.05000         28.47508   1  NA    4        0.05     0.033391592
## INFO  [12:39:05.230] [bbotk]          33.05000         32.79909   1  NA    5        0.10     0.040932912
## INFO  [12:39:05.230] [bbotk]          24.83157         24.13143   1  NA    6        0.35     0.132375968
## INFO  [12:39:05.230] [bbotk]          33.05000         21.79778   1  NA    7        0.25     0.117848626
## INFO  [12:39:05.230] [bbotk]          33.05000         25.34141   1  NA    8        0.05     0.158238403
## INFO  [12:39:05.230] [bbotk]          33.05000         28.68581   1  NA    9        0.20     0.093188809
## INFO  [12:39:05.230] [bbotk]          33.05000         21.60255   1  NA   10        0.20     0.103891971
## INFO  [12:39:05.230] [bbotk]          33.05000         22.11125   1  NA   11        0.10     0.100934679
## INFO  [12:39:05.230] [bbotk]          33.05000         31.38834   1  NA   12        0.15     0.004570706
## INFO  [12:39:05.230] [bbotk]          33.05000         27.31526   1  NA   13        0.20     0.063086322
## INFO  [12:39:05.230] [bbotk]          33.05000         32.60065   1  NA   14        0.15     0.085699593
## INFO  [12:39:05.230] [bbotk]          33.05000         29.46042   1  NA   15        0.00     0.082028648
## INFO  [12:39:05.230] [bbotk]          33.05000         32.99412   1  NA   16        0.15     0.071474439
## INFO  [12:39:05.230] [bbotk]          36.32459         31.00545   1  NA   17        0.10     0.049257434
## INFO  [12:39:05.230] [bbotk]          33.05000         26.34667   1  NA   18        0.15     0.083813769
## INFO  [12:39:05.230] [bbotk]          33.05000         21.96087   1  NA   19        0.20     0.070555168
## INFO  [12:39:05.230] [bbotk]          39.11411         29.89327   1  NA   20        0.20     0.034141950
## INFO  [12:39:05.230] [bbotk]  no_changed dist_train
## INFO  [12:39:05.230] [bbotk]           4  0.2404449
## INFO  [12:39:05.230] [bbotk]           4  0.2240350
## INFO  [12:39:05.230] [bbotk]           2  0.1848492
## INFO  [12:39:05.230] [bbotk]           3  0.1559153
## INFO  [12:39:05.230] [bbotk]           3  0.1823184
## INFO  [12:39:05.230] [bbotk]           4  0.2467485
## INFO  [12:39:05.230] [bbotk]           3  0.2613892
## INFO  [12:39:05.230] [bbotk]           5  0.2578066
## INFO  [12:39:05.230] [bbotk]           4  0.2156334
## INFO  [12:39:05.230] [bbotk]           3  0.2507005
## INFO  [12:39:05.230] [bbotk]           2  0.1889197
## INFO  [12:39:05.230] [bbotk]           1  0.1545997
## INFO  [12:39:05.230] [bbotk]           4  0.1613310
## INFO  [12:39:05.230] [bbotk]           3  0.2045707
## INFO  [12:39:05.230] [bbotk]           5  0.2100082
## INFO  [12:39:05.230] [bbotk]           2  0.2215034
## INFO  [12:39:05.230] [bbotk]           4  0.1632601
## INFO  [12:39:05.230] [bbotk]           3  0.1717987
## INFO  [12:39:05.230] [bbotk]           2  0.1793770
## INFO  [12:39:05.230] [bbotk]           3  0.1748589
## INFO  [12:39:05.393] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:05.545] [bbotk] Result of batch 2:
## INFO  [12:39:05.550] [bbotk]  heatF laneF   pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO  [12:39:05.550] [bbotk]     11     8 886.0000     0.7200000  129.1600        32.29000          22.87720
## INFO  [12:39:05.550] [bbotk]      1     5 891.0890     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:05.550] [bbotk]      1     5 886.0000     0.7200000  167.6122        32.29000          22.57781
## INFO  [12:39:05.550] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:05.550] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:05.550] [bbotk]     10     8 886.0000     0.6270303  155.0681        32.29000          26.51806
## INFO  [12:39:05.550] [bbotk]      1     0 886.0000     0.7200000  129.1600        32.29000          27.30751
## INFO  [12:39:05.550] [bbotk]      1     8 886.0000     0.7200000  129.1600        22.99361          32.81500
## INFO  [12:39:05.550] [bbotk]      1     5 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:05.550] [bbotk]     12     5 886.0000     0.7200000  129.1600        32.29000          31.11477
## INFO  [12:39:05.550] [bbotk]      1     8 886.0000     0.8138598  129.1600        24.97302          24.87998
## INFO  [12:39:05.550] [bbotk]      8     0 927.2642     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:05.550] [bbotk]      2     8 886.0000     0.7349963  192.7892        26.78603          32.81500
## INFO  [12:39:05.550] [bbotk]      1     8 905.7663     0.7200000  307.1559        30.81458          32.81500
## INFO  [12:39:05.550] [bbotk]      1     8 886.0000     0.6034395  446.6743        32.29000          32.81500
## INFO  [12:39:05.550] [bbotk]      1     8 956.8250     0.7158597  129.1600        32.29000          32.81500
## INFO  [12:39:05.550] [bbotk]      4     8 886.0000     0.7678991  129.1600        32.29000          32.81500
## INFO  [12:39:05.550] [bbotk]      1     8 893.9535     0.6785168  164.8789        34.70735          32.81500
## INFO  [12:39:05.550] [bbotk]      4     8 886.0000     0.7200000  129.1600        31.62159          21.77776
## INFO  [12:39:05.550] [bbotk]      3     2 907.1625     0.7200000  129.1600        33.53305          24.42641
## INFO  [12:39:05.550] [bbotk]  maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO  [12:39:05.550] [bbotk]          25.75117         21.83039   2  NA   21        0.20      0.16362361
## INFO  [12:39:05.550] [bbotk]          31.81448         21.60255   2  NA   22        0.10      0.10914721
## INFO  [12:39:05.550] [bbotk]          33.05000         30.48000   2  NA   23        0.10      0.10089882
## INFO  [12:39:05.550] [bbotk]          33.05000         27.34761   2  NA   24        0.20      0.01576206
## INFO  [12:39:05.550] [bbotk]          33.05000         30.48000   2  NA   25        0.10      0.00000000
## INFO  [12:39:05.550] [bbotk]          36.32459         24.42096   2  NA   26        0.30      0.14072625
## INFO  [12:39:05.550] [bbotk]          33.05000         32.10556   2  NA   27        0.10      0.08835922
## INFO  [12:39:05.550] [bbotk]          33.62047         25.11254   2  NA   28        0.30      0.06688069
## INFO  [12:39:05.550] [bbotk]          33.05000         30.48000   2  NA   29        0.10      0.05882353
## INFO  [12:39:05.550] [bbotk]          33.05000         26.64145   2  NA   30        0.05      0.14355533
## INFO  [12:39:05.550] [bbotk]          33.05000         21.79778   2  NA   31        0.25      0.11977741
## INFO  [12:39:05.550] [bbotk]          33.05000         24.13143   2  NA   32        0.15      0.16421508
## INFO  [12:39:05.550] [bbotk]          31.13329         30.48000   2  NA   33        0.15      0.09373699
## INFO  [12:39:05.550] [bbotk]          33.05000         30.48000   2  NA   34        0.05      0.02406428
## INFO  [12:39:05.550] [bbotk]          33.05000         30.48000   2  NA   35        0.10      0.03869293
## INFO  [12:39:05.550] [bbotk]          36.03170         22.47468   2  NA   36        0.10      0.07534629
## INFO  [12:39:05.550] [bbotk]          33.05000         24.61212   2  NA   37        0.30      0.09617708
## INFO  [12:39:05.550] [bbotk]          33.05000         30.48000   2  NA   38        0.15      0.02171265
## INFO  [12:39:05.550] [bbotk]          33.05000         30.48000   2  NA   39        0.10      0.10436077
## INFO  [12:39:05.550] [bbotk]          31.70009         29.88977   2  NA   40        0.05      0.16994355
## INFO  [12:39:05.550] [bbotk]  no_changed dist_train
## INFO  [12:39:05.550] [bbotk]           4  0.2749967
## INFO  [12:39:05.550] [bbotk]           4  0.1957148
## INFO  [12:39:05.550] [bbotk]           3  0.1921043
## INFO  [12:39:05.550] [bbotk]           1  0.1625706
## INFO  [12:39:05.550] [bbotk]           0  0.1500290
## INFO  [12:39:05.550] [bbotk]           6  0.2354260
## INFO  [12:39:05.550] [bbotk]           3  0.1795647
## INFO  [12:39:05.550] [bbotk]           3  0.1949621
## INFO  [12:39:05.550] [bbotk]           1  0.1500290
## INFO  [12:39:05.550] [bbotk]           4  0.2315403
## INFO  [12:39:05.550] [bbotk]           4  0.2249032
## INFO  [12:39:05.550] [bbotk]           4  0.2507826
## INFO  [12:39:05.550] [bbotk]           5  0.2261783
## INFO  [12:39:05.550] [bbotk]           3  0.1623048
## INFO  [12:39:05.550] [bbotk]           2  0.1649423
## INFO  [12:39:05.550] [bbotk]           4  0.1965170
## INFO  [12:39:05.550] [bbotk]           3  0.2397176
## INFO  [12:39:05.550] [bbotk]           4  0.1668603
## INFO  [12:39:05.550] [bbotk]           3  0.2402683
## INFO  [12:39:05.550] [bbotk]           7  0.2541141
## INFO  [12:39:05.818] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:05.966] [bbotk] Result of batch 3:
## INFO  [12:39:05.972] [bbotk]  heatF laneF    pointP reactiontimeP swimtimeP mediaParcialesP
## INFO  [12:39:05.972] [bbotk]      1     5  986.7291     0.7200000 741.97805        32.29000
## INFO  [12:39:05.972] [bbotk]      8     2  886.0000     0.7200000 129.16000        32.29000
## INFO  [12:39:05.972] [bbotk]      3     8  907.7963     0.6647304 129.16000        31.51932
## INFO  [12:39:05.972] [bbotk]      1     2  905.2372     0.7200000 129.16000        32.29000
## INFO  [12:39:05.972] [bbotk]      1     8  886.0000     0.7200000 129.16000        32.29000
## INFO  [12:39:05.972] [bbotk]      1     8  905.7663     0.7200000 129.16000        32.29000
## INFO  [12:39:05.972] [bbotk]      1     8  886.0000     0.7200000 129.16000        24.21154
## INFO  [12:39:05.972] [bbotk]      1     6  886.0000     0.6285199 267.36213        32.29000
## INFO  [12:39:05.972] [bbotk]      2     8  886.0000     0.7200000 129.16000        32.33266
## INFO  [12:39:05.972] [bbotk]     12     4  897.0275     0.7200000 129.16000        32.29000
## INFO  [12:39:05.972] [bbotk]      1     8  886.0000     0.6034395 736.72772        32.29000
## INFO  [12:39:05.972] [bbotk]      1     8  886.0000     0.7200000  45.69538        32.29000
## INFO  [12:39:05.972] [bbotk]      4     6  886.0000     0.7200000 222.74540        32.29000
## INFO  [12:39:05.972] [bbotk]      1     8 1015.8498     0.7158597 129.16000        32.29000
## INFO  [12:39:05.972] [bbotk]      1     2  886.0000     0.7200000 129.16000        29.90168
## INFO  [12:39:05.972] [bbotk]      1     5  886.0000     0.7200000 129.16000        32.43693
## INFO  [12:39:05.972] [bbotk]      1     0 1013.8725     0.7200000 442.29573        32.29000
## INFO  [12:39:05.972] [bbotk]      1     8  886.0000     0.7200000 129.16000        32.29000
## INFO  [12:39:05.972] [bbotk]      1     5  886.0000     0.7200000  96.34815        32.29000
## INFO  [12:39:05.972] [bbotk]      1     8  889.0959     0.7145550 451.83315        22.76676
## INFO  [12:39:05.972] [bbotk]  medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO  [12:39:05.972] [bbotk]           32.81500         33.05000         30.48000   3  NA   41        0.00
## INFO  [12:39:05.972] [bbotk]           32.81500         25.87849         26.99268   3  NA   42        0.25
## INFO  [12:39:05.972] [bbotk]           24.20579         21.86016         29.93995   3  NA   43        0.20
## INFO  [12:39:05.972] [bbotk]           29.21414         30.97425         30.48000   3  NA   44        0.05
## INFO  [12:39:05.972] [bbotk]           32.43896         33.05000         26.64145   3  NA   45        0.15
## INFO  [12:39:05.972] [bbotk]           32.81500         33.05000         26.61760   3  NA   46        0.00
## INFO  [12:39:05.972] [bbotk]           32.81500         32.12154         30.48000   3  NA   47        0.15
## INFO  [12:39:05.972] [bbotk]           21.38048         33.05000         30.48000   3  NA   48        0.05
## INFO  [12:39:05.972] [bbotk]           32.81500         33.05000         23.37021   3  NA   49        0.20
## INFO  [12:39:05.972] [bbotk]           32.81500         28.84364         30.48000   3  NA   50        0.20
## INFO  [12:39:05.972] [bbotk]           33.15396         30.50560         30.48000   3  NA   51        0.05
## INFO  [12:39:05.972] [bbotk]           32.81500         33.05000         30.48000   3  NA   52        0.20
## INFO  [12:39:05.972] [bbotk]           32.81500         33.05000         30.48000   3  NA   53        0.05
## INFO  [12:39:05.972] [bbotk]           24.11539         36.03170         23.20884   3  NA   54        0.15
## INFO  [12:39:05.972] [bbotk]           29.23529         33.64552         30.78701   3  NA   55        0.10
## INFO  [12:39:05.972] [bbotk]           32.81500         31.80307         22.45186   3  NA   56        0.10
## INFO  [12:39:05.972] [bbotk]           27.30751         37.58634         28.76666   3  NA   57        0.00
## INFO  [12:39:05.972] [bbotk]           32.81500         33.05000         30.48000   3  NA   58        0.10
## INFO  [12:39:05.972] [bbotk]           32.81500         33.05000         30.48000   3  NA   59        0.20
## INFO  [12:39:05.972] [bbotk]           21.55678         33.05000         30.48000   3  NA   60        0.10
## INFO  [12:39:05.972] [bbotk]  dist_x_interest no_changed dist_train
## INFO  [12:39:05.972] [bbotk]      0.132437605          3  0.2222256
## INFO  [12:39:05.972] [bbotk]      0.157539017          4  0.2455240
## INFO  [12:39:05.972] [bbotk]      0.149700695          7  0.2321168
## INFO  [12:39:05.972] [bbotk]      0.086070499          4  0.1657181
## INFO  [12:39:05.972] [bbotk]      0.020773543          2  0.1658948
## INFO  [12:39:05.972] [bbotk]      0.026439765          2  0.1604686
## INFO  [12:39:05.972] [bbotk]      0.035996449          2  0.1745958
## INFO  [12:39:05.972] [bbotk]      0.126661646          4  0.2178671
## INFO  [12:39:05.972] [bbotk]      0.094774451          3  0.2415830
## INFO  [12:39:05.972] [bbotk]      0.134660303          4  0.1956570
## INFO  [12:39:05.972] [bbotk]      0.065882634          4  0.1784231
## INFO  [12:39:05.972] [bbotk]      0.005164608          1  0.1551787
## INFO  [12:39:05.972] [bbotk]      0.123437919          3  0.2146433
## INFO  [12:39:05.972] [bbotk]      0.126301784          5  0.2245169
## INFO  [12:39:05.972] [bbotk]      0.085891375          5  0.1661756
## INFO  [12:39:05.972] [bbotk]      0.103707870          4  0.1916929
## INFO  [12:39:05.972] [bbotk]      0.167623471          6  0.2382160
## INFO  [12:39:05.972] [bbotk]      0.000000000          0  0.1500290
## INFO  [12:39:05.972] [bbotk]      0.060853855          2  0.1520444
## INFO  [12:39:05.972] [bbotk]      0.104632315          5  0.2220881
## INFO  [12:39:06.210] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:06.341] [bbotk] Result of batch 4:
## INFO  [12:39:06.347] [bbotk]  heatF laneF    pointP reactiontimeP swimtimeP mediaParcialesP
## INFO  [12:39:06.347] [bbotk]      1     0  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:06.347] [bbotk]      1     5  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:06.347] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.84403
## INFO  [12:39:06.347] [bbotk]      8     8 1002.4525     0.7125181  129.1600        33.99218
## INFO  [12:39:06.347] [bbotk]     11     8  886.0000     0.6046804  129.1600        32.29000
## INFO  [12:39:06.347] [bbotk]      1     3  886.0000     0.7564232  449.4423        32.29000
## INFO  [12:39:06.347] [bbotk]      1     4  886.0000     0.7161968  129.1600        32.29000
## INFO  [12:39:06.347] [bbotk]      1     7  905.7663     0.7507491  129.1600        32.29000
## INFO  [12:39:06.347] [bbotk]      1     8  886.0000     0.6168532  935.6544        32.29000
## INFO  [12:39:06.347] [bbotk]      7     8  948.4021     0.7200000  129.1600        32.29000
## INFO  [12:39:06.347] [bbotk]      1     6  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:06.347] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:06.347] [bbotk]      5     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:06.347] [bbotk]     12     8  925.9174     0.7035503  767.8938        32.29000
## INFO  [12:39:06.347] [bbotk]      1     6  965.2265     0.7200000  129.1600        32.29000
## INFO  [12:39:06.347] [bbotk]      1     0 1013.8725     0.7200000  442.2957        27.25947
## INFO  [12:39:06.347] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:06.347] [bbotk]      1     5  878.5774     0.7502031  129.1600        32.29000
## INFO  [12:39:06.347] [bbotk]      4     8  888.0976     0.7200000  129.1600        31.02341
## INFO  [12:39:06.347] [bbotk]     10     8  903.5941     0.7200000  566.6184        32.29000
## INFO  [12:39:06.347] [bbotk]  medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO  [12:39:06.347] [bbotk]           32.81500         33.05000         30.48000   4  NA   61        0.10
## INFO  [12:39:06.347] [bbotk]           32.81500         33.05000         30.48000   4  NA   62        0.10
## INFO  [12:39:06.347] [bbotk]           31.92147         25.11851         30.48000   4  NA   63        0.25
## INFO  [12:39:06.347] [bbotk]           22.02559         33.05000         29.26745   4  NA   64        0.00
## INFO  [12:39:06.347] [bbotk]           25.18876         33.05000         30.48000   4  NA   65        0.10
## INFO  [12:39:06.347] [bbotk]           31.24956         26.18362         30.48000   4  NA   66        0.15
## INFO  [12:39:06.347] [bbotk]           32.81500         38.55904         26.61760   4  NA   67        0.05
## INFO  [12:39:06.347] [bbotk]           32.81500         22.89750         30.48000   4  NA   68        0.25
## INFO  [12:39:06.347] [bbotk]           32.81500         30.50560         30.48000   4  NA   69        0.05
## INFO  [12:39:06.347] [bbotk]           32.81500         30.82091         30.48000   4  NA   70        0.10
## INFO  [12:39:06.347] [bbotk]           30.69524         33.05000         30.48000   4  NA   71        0.00
## INFO  [12:39:06.347] [bbotk]           32.81500         33.05000         30.48000   4  NA   72        0.10
## INFO  [12:39:06.347] [bbotk]           29.57010         33.05000         32.07557   4  NA   73        0.10
## INFO  [12:39:06.347] [bbotk]           22.50530         33.05000         28.47508   4  NA   74        0.00
## INFO  [12:39:06.347] [bbotk]           32.81500         33.05000         30.48000   4  NA   75        0.10
## INFO  [12:39:06.347] [bbotk]           30.25161         37.58634         30.48000   4  NA   76        0.05
## INFO  [12:39:06.347] [bbotk]           32.81500         33.05000         30.48000   4  NA   77        0.10
## INFO  [12:39:06.347] [bbotk]           29.41494         33.05000         29.65020   4  NA   78        0.10
## INFO  [12:39:06.347] [bbotk]           32.81500         33.05000         30.48000   4  NA   79        0.10
## INFO  [12:39:06.347] [bbotk]           26.85283         33.05000         30.48000   4  NA   80        0.00
## INFO  [12:39:06.347] [bbotk]  dist_x_interest no_changed dist_train
## INFO  [12:39:06.347] [bbotk]       0.05882353          1  0.1500290
## INFO  [12:39:06.347] [bbotk]       0.05882353          1  0.1500290
## INFO  [12:39:06.347] [bbotk]       0.03044686          3  0.1741495
## INFO  [12:39:06.347] [bbotk]       0.15622590          6  0.2574496
## INFO  [12:39:06.347] [bbotk]       0.10723826          3  0.2109376
## INFO  [12:39:06.347] [bbotk]       0.11205687          5  0.1999943
## INFO  [12:39:06.347] [bbotk]       0.09604464          4  0.1464292
## INFO  [12:39:06.347] [bbotk]       0.10248391          4  0.1890039
## INFO  [12:39:06.347] [bbotk]       0.07468564          3  0.1916097
## INFO  [12:39:06.347] [bbotk]       0.08788132          3  0.2129997
## INFO  [12:39:06.347] [bbotk]       0.06704317          2  0.1582486
## INFO  [12:39:06.347] [bbotk]       0.00000000          0  0.1500290
## INFO  [12:39:06.347] [bbotk]       0.07943488          3  0.2208204
## INFO  [12:39:06.347] [bbotk]       0.16524572          6  0.2594382
## INFO  [12:39:06.347] [bbotk]       0.08689812          2  0.1766861
## INFO  [12:39:06.347] [bbotk]       0.16819988          6  0.2387924
## INFO  [12:39:06.347] [bbotk]       0.00000000          0  0.1500290
## INFO  [12:39:06.347] [bbotk]       0.08374861          5  0.1684656
## INFO  [12:39:06.347] [bbotk]       0.06475706          3  0.2131227
## INFO  [12:39:06.347] [bbotk]       0.11524616          4  0.2441625
## INFO  [12:39:06.610] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:06.736] [bbotk] Result of batch 5:
## INFO  [12:39:06.741] [bbotk]  heatF laneF    pointP reactiontimeP swimtimeP mediaParcialesP
## INFO  [12:39:06.741] [bbotk]      8     8  886.0000     0.7119534  129.1600        32.29000
## INFO  [12:39:06.741] [bbotk]      1     8 1003.5914     0.7088044  129.1600        34.38271
## INFO  [12:39:06.741] [bbotk]      1     3  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:06.741] [bbotk]      1     8  886.0000     0.7200000  157.2537        32.29000
## INFO  [12:39:06.741] [bbotk]      1     5  893.2412     0.7200000  129.1600        30.84872
## INFO  [12:39:06.741] [bbotk]     12     8  888.1998     0.7200000  129.1600        32.29000
## INFO  [12:39:06.741] [bbotk]      1     7  890.9555     0.7200000  129.1600        32.29000
## INFO  [12:39:06.741] [bbotk]      1     8  886.2565     0.7211802  108.9157        32.29000
## INFO  [12:39:06.741] [bbotk]      1     3  903.5941     0.7200000  868.2133        23.53475
## INFO  [12:39:06.741] [bbotk]      1     8  886.0000     0.6285199  267.3621        32.29000
## INFO  [12:39:06.741] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:06.741] [bbotk]      7     4  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:06.741] [bbotk]      1     6  886.0000     0.7200000  310.5588        32.29000
## INFO  [12:39:06.741] [bbotk]      1     8  886.0000     0.7200000  129.1600        31.42610
## INFO  [12:39:06.741] [bbotk]     12     0  886.0000     0.7200000  758.3182        31.94366
## INFO  [12:39:06.741] [bbotk]      1     5  961.3806     0.6916294  129.1600        32.29000
## INFO  [12:39:06.741] [bbotk]      1     0  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:06.741] [bbotk]      1     0 1013.8725     0.7200000  129.1600        32.29000
## INFO  [12:39:06.741] [bbotk]      5     8  990.3917     0.7200000  222.7454        25.15733
## INFO  [12:39:06.741] [bbotk]      1     3  866.3954     0.7503997  129.1600        34.52484
## INFO  [12:39:06.741] [bbotk]  medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO  [12:39:06.741] [bbotk]           32.81500         33.05000         30.90879   5  NA   81        0.15
## INFO  [12:39:06.741] [bbotk]           32.81500         40.13392         28.14948   5  NA   82        0.00
## INFO  [12:39:06.741] [bbotk]           32.81500         30.50560         30.48000   5  NA   83        0.00
## INFO  [12:39:06.741] [bbotk]           32.81500         26.27399         26.61760   5  NA   84        0.25
## INFO  [12:39:06.741] [bbotk]           32.21179         33.05000         30.48000   5  NA   85        0.05
## INFO  [12:39:06.741] [bbotk]           31.23309         33.05000         30.48000   5  NA   86        0.05
## INFO  [12:39:06.741] [bbotk]           32.81500         36.83747         25.44374   5  NA   87        0.10
## INFO  [12:39:06.741] [bbotk]           29.57491         33.05000         30.48000   5  NA   88        0.15
## INFO  [12:39:06.741] [bbotk]           26.85283         33.05000         29.53374   5  NA   89        0.00
## INFO  [12:39:06.741] [bbotk]           21.38048         33.05000         30.48000   5  NA   90        0.10
## INFO  [12:39:06.741] [bbotk]           30.69524         33.05000         28.45628   5  NA   91        0.10
## INFO  [12:39:06.741] [bbotk]           32.81500         38.55904         26.61760   5  NA   92        0.05
## INFO  [12:39:06.741] [bbotk]           32.94112         33.05000         30.48000   5  NA   93        0.05
## INFO  [12:39:06.741] [bbotk]           30.48629         33.05000         32.94088   5  NA   94        0.10
## INFO  [12:39:06.741] [bbotk]           24.69915         33.05000         30.48000   5  NA   95        0.05
## INFO  [12:39:06.741] [bbotk]           32.81500         33.05000         30.19043   5  NA   96        0.00
## INFO  [12:39:06.741] [bbotk]           26.84782         33.05000         28.92429   5  NA   97        0.15
## INFO  [12:39:06.741] [bbotk]           29.94319         37.58634         30.48000   5  NA   98        0.05
## INFO  [12:39:06.741] [bbotk]           32.81500         33.05000         29.65121   5  NA   99        0.00
## INFO  [12:39:06.741] [bbotk]           32.81500         33.05000         30.48000   5  NA  100        0.15
## INFO  [12:39:06.741] [bbotk]  dist_x_interest no_changed dist_train
## INFO  [12:39:06.741] [bbotk]       0.06229599          3  0.2123249
## INFO  [12:39:06.741] [bbotk]       0.08587245          5  0.1964574
## INFO  [12:39:06.741] [bbotk]       0.06675101          2  0.1579564
## INFO  [12:39:06.741] [bbotk]       0.04228548          3  0.1766141
## INFO  [12:39:06.741] [bbotk]       0.06963455          4  0.1591767
## INFO  [12:39:06.741] [bbotk]       0.06573711          3  0.2143486
## INFO  [12:39:06.741] [bbotk]       0.09772220          4  0.1617928
## INFO  [12:39:06.741] [bbotk]       0.01410023          4  0.1527986
## INFO  [12:39:06.741] [bbotk]       0.17454676          6  0.2462872
## INFO  [12:39:06.741] [bbotk]       0.06783812          3  0.1793282
## INFO  [12:39:06.741] [bbotk]       0.01840291          2  0.1500012
## INFO  [12:39:06.741] [bbotk]       0.15424673          4  0.2058742
## INFO  [12:39:06.741] [bbotk]       0.07053714          3  0.1611222
## INFO  [12:39:06.741] [bbotk]       0.02495297          3  0.1641542
## INFO  [12:39:06.741] [bbotk]       0.18946738          5  0.2804269
## INFO  [12:39:06.741] [bbotk]       0.09162807          4  0.1785019
## INFO  [12:39:06.741] [bbotk]       0.08979024          3  0.1777752
## INFO  [12:39:06.741] [bbotk]       0.12940569          4  0.2015860
## INFO  [12:39:06.741] [bbotk]       0.13500498          5  0.2455352
## INFO  [12:39:06.741] [bbotk]       0.07989571          4  0.1678332
## INFO  [12:39:07.057] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:07.190] [bbotk] Result of batch 6:
## INFO  [12:39:07.195] [bbotk]  heatF laneF    pointP reactiontimeP swimtimeP mediaParcialesP
## INFO  [12:39:07.195] [bbotk]      1     6 1003.5914     0.7088044  199.3669        32.29000
## INFO  [12:39:07.195] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:07.195] [bbotk]      1     8  986.7291     0.7200000  741.9781        32.29000
## INFO  [12:39:07.195] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:07.195] [bbotk]     12     8  859.9452     0.7200000  129.1600        27.04378
## INFO  [12:39:07.195] [bbotk]     12     8  888.1998     0.7442441  129.1600        32.29000
## INFO  [12:39:07.195] [bbotk]      1     8  903.5941     0.7200000  868.2133        23.53475
## INFO  [12:39:07.195] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:07.195] [bbotk]      9     5  886.0000     0.7200000  601.4955        24.45352
## INFO  [12:39:07.195] [bbotk]      1     8  998.7813     0.7200000  129.1600        32.29000
## INFO  [12:39:07.195] [bbotk]      1     4  886.0000     0.7200000  328.7097        32.29000
## INFO  [12:39:07.195] [bbotk]      1     5 1002.4525     0.7200000  129.1600        32.29000
## INFO  [12:39:07.195] [bbotk]      1     5  937.9648     0.7564737  129.1600        32.29000
## INFO  [12:39:07.195] [bbotk]      1     8  979.5247     0.6960045  163.2021        32.29000
## INFO  [12:39:07.195] [bbotk]      1     8  886.0000     0.7200000  883.9687        32.29000
## INFO  [12:39:07.195] [bbotk]      2     5  886.0000     0.7200000  129.1600        34.68839
## INFO  [12:39:07.195] [bbotk]     10     8  903.5941     0.7200000  566.6184        32.29000
## INFO  [12:39:07.195] [bbotk]      7     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:07.195] [bbotk]      5     8  886.0000     0.7540974  756.0671        32.29000
## INFO  [12:39:07.195] [bbotk]      1     8  997.4810     0.7196667  513.9173        32.29000
## INFO  [12:39:07.195] [bbotk]  medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO  [12:39:07.195] [bbotk]           32.81500         33.05000         23.63231   6  NA  101        0.10
## INFO  [12:39:07.195] [bbotk]           32.81500         33.05000         30.48000   6  NA  102        0.10
## INFO  [12:39:07.195] [bbotk]           32.81500         33.05000         30.48000   6  NA  103        0.05
## INFO  [12:39:07.195] [bbotk]           32.81500         33.05000         26.61760   6  NA  104        0.20
## INFO  [12:39:07.195] [bbotk]           32.81500         38.58648         30.48000   6  NA  105        0.10
## INFO  [12:39:07.195] [bbotk]           32.81500         33.05000         30.48000   6  NA  106        0.15
## INFO  [12:39:07.195] [bbotk]           26.85283         33.05000         30.48000   6  NA  107        0.00
## INFO  [12:39:07.195] [bbotk]           32.81500         33.05000         30.48000   6  NA  108        0.10
## INFO  [12:39:07.195] [bbotk]           28.70462         33.05000         26.62774   6  NA  109        0.15
## INFO  [12:39:07.195] [bbotk]           32.81500         33.05000         30.48000   6  NA  110        0.10
## INFO  [12:39:07.195] [bbotk]           32.81500         38.55904         25.32106   6  NA  111        0.05
## INFO  [12:39:07.195] [bbotk]           26.66778         33.05000         29.26745   6  NA  112        0.00
## INFO  [12:39:07.195] [bbotk]           32.81500         37.34753         30.22881   6  NA  113        0.10
## INFO  [12:39:07.195] [bbotk]           27.56034         25.55404         29.16724   6  NA  114        0.20
## INFO  [12:39:07.195] [bbotk]           32.81500         32.93424         32.65591   6  NA  115        0.10
## INFO  [12:39:07.195] [bbotk]           32.81500         33.05000         30.48000   6  NA  116        0.15
## INFO  [12:39:07.195] [bbotk]           32.81500         33.05000         30.48000   6  NA  117        0.00
## INFO  [12:39:07.195] [bbotk]           30.69524         33.05000         28.45628   6  NA  118        0.10
## INFO  [12:39:07.195] [bbotk]           32.81500         33.05000         30.48000   6  NA  119        0.10
## INFO  [12:39:07.195] [bbotk]           32.81500         33.05000         30.48000   6  NA  120        0.05
## INFO  [12:39:07.195] [bbotk]  dist_x_interest no_changed dist_train
## INFO  [12:39:07.195] [bbotk]       0.14112387          5  0.2232132
## INFO  [12:39:07.195] [bbotk]       0.00000000          0  0.1500290
## INFO  [12:39:07.195] [bbotk]       0.07361408          2  0.2124413
## INFO  [12:39:07.195] [bbotk]       0.01943540          1  0.1662439
## INFO  [12:39:07.195] [bbotk]       0.10680384          4  0.2497160
## INFO  [12:39:07.195] [bbotk]       0.06356449          3  0.2089080
## INFO  [12:39:07.195] [bbotk]       0.11096170          4  0.2199218
## INFO  [12:39:07.195] [bbotk]       0.00000000          0  0.1500290
## INFO  [12:39:07.195] [bbotk]       0.21430914          6  0.2753342
## INFO  [12:39:07.195] [bbotk]       0.03996503          1  0.1787923
## INFO  [12:39:07.195] [bbotk]       0.11429506          4  0.1643348
## INFO  [12:39:07.195] [bbotk]       0.13002758          4  0.2153705
## INFO  [12:39:07.195] [bbotk]       0.09785101          5  0.1727354
## INFO  [12:39:07.195] [bbotk]       0.08950469          6  0.1706144
## INFO  [12:39:07.195] [bbotk]       0.05801564          3  0.2080446
## INFO  [12:39:07.195] [bbotk]       0.12747512          3  0.2186805
## INFO  [12:39:07.195] [bbotk]       0.09212711          3  0.2407386
## INFO  [12:39:07.195] [bbotk]       0.07722644          3  0.2088247
## INFO  [12:39:07.195] [bbotk]       0.10318665          3  0.2499476
## INFO  [12:39:07.195] [bbotk]       0.06336665          3  0.2020850
## INFO  [12:39:07.421] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:07.556] [bbotk] Result of batch 7:
## INFO  [12:39:07.561] [bbotk]  heatF laneF    pointP reactiontimeP swimtimeP mediaParcialesP
## INFO  [12:39:07.561] [bbotk]      1     7  932.3111     0.7200000  311.4975        32.29000
## INFO  [12:39:07.561] [bbotk]      1     8  886.0000     0.7203434  948.6557        32.29000
## INFO  [12:39:07.561] [bbotk]      1     5  922.1228     0.7334084  971.9015        34.27884
## INFO  [12:39:07.561] [bbotk]     10     8  886.0000     0.7557192  359.8466        32.29000
## INFO  [12:39:07.561] [bbotk]      1     8  886.0000     0.7450624  129.1600        27.16489
## INFO  [12:39:07.561] [bbotk]     12     8  925.9174     0.7035503  129.1600        34.72684
## INFO  [12:39:07.561] [bbotk]      8     8  886.0000     0.7125181  129.1600        32.29000
## INFO  [12:39:07.561] [bbotk]      1     8  886.0000     0.6946325  129.1600        32.29000
## INFO  [12:39:07.561] [bbotk]     10     8  874.9549     0.7607069  129.1600        30.45199
## INFO  [12:39:07.561] [bbotk]      1     8  886.0000     0.7449556  153.1205        32.29000
## INFO  [12:39:07.561] [bbotk]      1     8  886.0000     0.7200000  129.1600        24.70095
## INFO  [12:39:07.561] [bbotk]      1     8  886.0000     0.7525083  222.7454        25.15733
## INFO  [12:39:07.561] [bbotk]      1     0  903.5941     0.7200000  129.1600        32.29000
## INFO  [12:39:07.561] [bbotk]     10     8 1013.8725     0.7200000  442.2957        32.29000
## INFO  [12:39:07.561] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:07.561] [bbotk]      1     5  961.3806     0.6889366  129.1600        32.29000
## INFO  [12:39:07.561] [bbotk]      1     0  886.0000     0.7200000  758.3182        32.29000
## INFO  [12:39:07.561] [bbotk]      1     8  967.9970     0.7200000  765.1300        32.29000
## INFO  [12:39:07.561] [bbotk]      1     8  930.6237     0.7200000  970.9828        32.29000
## INFO  [12:39:07.561] [bbotk]      1     8  969.3819     0.6925641  129.1600        21.89999
## INFO  [12:39:07.561] [bbotk]  medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO  [12:39:07.561] [bbotk]           32.81500         33.05000         24.26644   7  NA  121        0.10
## INFO  [12:39:07.561] [bbotk]           22.21158         33.05000         30.48000   7  NA  122        0.05
## INFO  [12:39:07.561] [bbotk]           32.81500         33.05000         30.51048   7  NA  123        0.00
## INFO  [12:39:07.561] [bbotk]           30.45690         33.05000         21.97361   7  NA  124        0.25
## INFO  [12:39:07.561] [bbotk]           32.81500         33.05000         30.21352   7  NA  125        0.15
## INFO  [12:39:07.561] [bbotk]           35.66454         33.05000         30.48000   7  NA  126        0.30
## INFO  [12:39:07.561] [bbotk]           22.02559         37.83604         29.26745   7  NA  127        0.05
## INFO  [12:39:07.561] [bbotk]           32.81500         33.05000         30.48000   7  NA  128        0.05
## INFO  [12:39:07.561] [bbotk]           32.81500         33.05000         24.77668   7  NA  129        0.30
## INFO  [12:39:07.561] [bbotk]           32.81500         33.05000         30.48000   7  NA  130        0.15
## INFO  [12:39:07.561] [bbotk]           32.81500         33.05000         29.10524   7  NA  131        0.15
## INFO  [12:39:07.561] [bbotk]           32.81500         29.76027         29.65121   7  NA  132        0.25
## INFO  [12:39:07.561] [bbotk]           32.81500         33.05000         30.48000   7  NA  133        0.05
## INFO  [12:39:07.561] [bbotk]           27.30751         37.58634         28.76666   7  NA  134        0.00
## INFO  [12:39:07.561] [bbotk]           32.81500         33.05000         30.48000   7  NA  135        0.10
## INFO  [12:39:07.561] [bbotk]           35.79271         33.05000         30.48000   7  NA  136        0.20
## INFO  [12:39:07.561] [bbotk]           32.81500         33.05000         30.48000   7  NA  137        0.05
## INFO  [12:39:07.561] [bbotk]           28.50927         38.51485         30.48000   7  NA  138        0.00
## INFO  [12:39:07.561] [bbotk]           32.81500         34.87400         28.01262   7  NA  139        0.00
## INFO  [12:39:07.561] [bbotk]           28.15265         39.93083         30.28725   7  NA  140        0.00
## INFO  [12:39:07.561] [bbotk]  dist_x_interest no_changed dist_train
## INFO  [12:39:07.561] [bbotk]      0.117783251          4  0.1981566
## INFO  [12:39:07.561] [bbotk]      0.091880772          3  0.2332663
## INFO  [12:39:07.561] [bbotk]      0.134265054          6  0.2207851
## INFO  [12:39:07.561] [bbotk]      0.130881958          5  0.2606319
## INFO  [12:39:07.561] [bbotk]      0.026437630          3  0.1681407
## INFO  [12:39:07.561] [bbotk]      0.096691493          5  0.2203787
## INFO  [12:39:07.561] [bbotk]      0.122896449          5  0.2496339
## INFO  [12:39:07.561] [bbotk]      0.004145022          1  0.1541740
## INFO  [12:39:07.561] [bbotk]      0.105619465          5  0.2385935
## INFO  [12:39:07.561] [bbotk]      0.005560342          2  0.1523213
## INFO  [12:39:07.561] [bbotk]      0.038015953          2  0.1685654
## INFO  [12:39:07.561] [bbotk]      0.054750818          5  0.1770860
## INFO  [12:39:07.561] [bbotk]      0.065058143          2  0.1548461
## INFO  [12:39:07.561] [bbotk]      0.167623471          6  0.2671916
## INFO  [12:39:07.561] [bbotk]      0.000000000          0  0.1500290
## INFO  [12:39:07.561] [bbotk]      0.102157448          4  0.1760177
## INFO  [12:39:07.561] [bbotk]      0.097754464          2  0.1889599
## INFO  [12:39:07.561] [bbotk]      0.102131343          4  0.2180030
## INFO  [12:39:07.561] [bbotk]      0.086001632          4  0.2085253
## INFO  [12:39:07.561] [bbotk]      0.117092970          6  0.2021027
## INFO  [12:39:07.763] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:07.913] [bbotk] Result of batch 8:
## INFO  [12:39:07.919] [bbotk]  heatF laneF   pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO  [12:39:07.919] [bbotk]      1     8 903.5941     0.7200000 129.16000        23.53475          32.81500
## INFO  [12:39:07.919] [bbotk]      1     8 930.6237     0.7200000 970.98279        32.29000          32.81500
## INFO  [12:39:07.919] [bbotk]      1     8 886.0000     0.7200000 129.16000        31.94069          32.81500
## INFO  [12:39:07.919] [bbotk]      1     8 886.0000     0.7200000  90.11343        32.29000          32.81500
## INFO  [12:39:07.919] [bbotk]     10     8 886.0000     0.6922595 205.54163        23.54459          29.13879
## INFO  [12:39:07.919] [bbotk]      1     5 896.8362     0.7648543 129.16000        29.59395          27.56657
## INFO  [12:39:07.919] [bbotk]      1     0 886.0000     0.7200000 442.29573        32.29000          32.81500
## INFO  [12:39:07.919] [bbotk]      1     8 886.0000     0.7200000 129.16000        32.29000          32.81500
## INFO  [12:39:07.919] [bbotk]      1     8 886.0000     0.7200000 436.95569        32.29000          32.81500
## INFO  [12:39:07.919] [bbotk]      1     8 903.9950     0.7200000 874.46736        22.76278          32.81500
## INFO  [12:39:07.919] [bbotk]      7     8 886.0000     0.7200000 129.16000        32.29000          31.11342
## INFO  [12:39:07.919] [bbotk]     10     6 881.6162     0.7200000 129.16000        32.29000          32.81500
## INFO  [12:39:07.919] [bbotk]      1     8 886.0000     0.7200000 222.74540        32.29000          32.81500
## INFO  [12:39:07.919] [bbotk]     10     8 905.7663     0.7507491 129.16000        30.81458          32.81500
## INFO  [12:39:07.919] [bbotk]      1     8 886.0000     0.7200000 480.09739        33.71563          25.90668
## INFO  [12:39:07.919] [bbotk]      1     8 886.0000     0.7200000 129.16000        32.29000          32.81500
## INFO  [12:39:07.919] [bbotk]      1     6 886.0000     0.7181560 248.03100        32.41394          32.81500
## INFO  [12:39:07.919] [bbotk]      1     0 886.0000     0.7327062 932.14373        32.29000          32.81500
## INFO  [12:39:07.919] [bbotk]      1     0 886.0000     0.7041830 255.05562        21.74659          32.81500
## INFO  [12:39:07.919] [bbotk]      1     8 886.0000     0.7116283 160.39690        32.72441          32.81500
## INFO  [12:39:07.919] [bbotk]  maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO  [12:39:07.919] [bbotk]          33.05000         29.53374   8  NA  141        0.00     0.046873174
## INFO  [12:39:07.919] [bbotk]          34.87400         30.48000   8  NA  142        0.00     0.073585891
## INFO  [12:39:07.919] [bbotk]          37.55431         30.48000   8  NA  143        0.10     0.015465247
## INFO  [12:39:07.919] [bbotk]          26.16457         30.48000   8  NA  144        0.30     0.023868737
## INFO  [12:39:07.919] [bbotk]          33.52280         30.30923   8  NA  145        0.00     0.120506691
## INFO  [12:39:07.919] [bbotk]          33.00615         30.48000   8  NA  146        0.10     0.101528383
## INFO  [12:39:07.919] [bbotk]          33.05000         30.48000   8  NA  147        0.10     0.078199686
## INFO  [12:39:07.919] [bbotk]          33.05000         29.26745   8  NA  148        0.15     0.006101492
## INFO  [12:39:07.919] [bbotk]          33.05000         30.60946   8  NA  149        0.15     0.019697150
## INFO  [12:39:07.919] [bbotk]          25.09617         30.48000   8  NA  150        0.25     0.116316420
## INFO  [12:39:07.919] [bbotk]          33.81583         30.78339   8  NA  151        0.10     0.069334314
## INFO  [12:39:07.919] [bbotk]          33.05000         30.48000   8  NA  152        0.05     0.119200486
## INFO  [12:39:07.919] [bbotk]          33.05000         30.48000   8  NA  153        0.10     0.005790861
## INFO  [12:39:07.919] [bbotk]          33.05000         29.46042   8  NA  154        0.00     0.082028648
## INFO  [12:39:07.919] [bbotk]          38.51485         30.48000   8  NA  155        0.00     0.071371561
## INFO  [12:39:07.919] [bbotk]          33.05000         30.48000   8  NA  156        0.10     0.000000000
## INFO  [12:39:07.919] [bbotk]          33.05000         31.58718   8  NA  157        0.15     0.072559470
## INFO  [12:39:07.919] [bbotk]          33.05000         30.48000   8  NA  158        0.05     0.110586581
## INFO  [12:39:07.919] [bbotk]          33.05000         22.52751   8  NA  159        0.25     0.152419238
## INFO  [12:39:07.919] [bbotk]          33.05000         30.48000   8  NA  160        0.15     0.005080912
## INFO  [12:39:07.919] [bbotk]  no_changed dist_train
## INFO  [12:39:07.919] [bbotk]           3  0.1692658
## INFO  [12:39:07.919] [bbotk]           3  0.2124131
## INFO  [12:39:07.919] [bbotk]           2  0.1619210
## INFO  [12:39:07.919] [bbotk]           2  0.1696687
## INFO  [12:39:07.919] [bbotk]           7  0.2311519
## INFO  [12:39:07.919] [bbotk]           6  0.1878025
## INFO  [12:39:07.919] [bbotk]           2  0.1694051
## INFO  [12:39:07.919] [bbotk]           1  0.1529100
## INFO  [12:39:07.919] [bbotk]           2  0.1697261
## INFO  [12:39:07.919] [bbotk]           4  0.2342391
## INFO  [12:39:07.919] [bbotk]           4  0.2191140
## INFO  [12:39:07.919] [bbotk]           3  0.2104059
## INFO  [12:39:07.919] [bbotk]           1  0.1558198
## INFO  [12:39:07.919] [bbotk]           5  0.2100082
## INFO  [12:39:07.919] [bbotk]           4  0.2074600
## INFO  [12:39:07.919] [bbotk]           0  0.1500290
## INFO  [12:39:07.919] [bbotk]           5  0.1637649
## INFO  [12:39:07.919] [bbotk]           3  0.1985240
## INFO  [12:39:07.919] [bbotk]           5  0.2342554
## INFO  [12:39:07.919] [bbotk]           3  0.1551099
## INFO  [12:39:08.136] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:08.283] [bbotk] Result of batch 9:
## INFO  [12:39:08.289] [bbotk]  heatF laneF   pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO  [12:39:08.289] [bbotk]      1     3 983.8380     0.7185568  129.1600        34.29832          32.81500
## INFO  [12:39:08.289] [bbotk]      5     8 886.0000     0.7144495  129.1600        24.93114          32.81500
## INFO  [12:39:08.289] [bbotk]     10     8 886.0000     0.7200000  129.1600        32.29000          23.46082
## INFO  [12:39:08.289] [bbotk]      1     8 881.4654     0.7200000  928.6615        32.29000          32.81500
## INFO  [12:39:08.289] [bbotk]      1     8 962.5950     0.6971107  119.5813        27.95818          32.81500
## INFO  [12:39:08.289] [bbotk]      1     5 968.4139     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:08.289] [bbotk]     10     8 886.0000     0.7200000  129.1600        32.29000          25.06340
## INFO  [12:39:08.289] [bbotk]      1     8 886.0000     0.7200000  317.8940        25.15733          32.81500
## INFO  [12:39:08.289] [bbotk]      1     6 886.0000     0.7200000  129.1600        21.89999          32.81500
## INFO  [12:39:08.289] [bbotk]      7     8 886.0000     0.7367330  129.1600        32.29000          32.81500
## INFO  [12:39:08.289] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:08.289] [bbotk]      1     8 886.0000     0.7200000  129.1600        33.71563          31.48569
## INFO  [12:39:08.289] [bbotk]      1     8 886.0000     0.7200000  923.8051        32.29000          32.81500
## INFO  [12:39:08.289] [bbotk]      1     8 903.5941     0.7200000  868.2133        32.29000          26.85283
## INFO  [12:39:08.289] [bbotk]      1     7 980.4989     0.7200000  129.1600        32.95528          30.78247
## INFO  [12:39:08.289] [bbotk]      1     6 904.2748     0.7491596  129.1600        32.29000          32.81500
## INFO  [12:39:08.289] [bbotk]      1     5 992.8983     0.7319659  129.1600        32.29000          24.63075
## INFO  [12:39:08.289] [bbotk]      8     3 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:08.289] [bbotk]     10     8 886.0000     0.7039219  129.1600        32.29000          27.28900
## INFO  [12:39:08.289] [bbotk]     10     8 902.6471     0.7200000  275.1577        31.12545          32.81500
## INFO  [12:39:08.289] [bbotk]  maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO  [12:39:08.289] [bbotk]          29.40921         30.48000   9  NA  161        0.15     0.113302131
## INFO  [12:39:08.289] [bbotk]          38.26370         23.91676   9  NA  162        0.30     0.139155387
## INFO  [12:39:08.289] [bbotk]          33.05000         21.48616   9  NA  163        0.25     0.140352070
## INFO  [12:39:08.289] [bbotk]          31.11978         30.48000   9  NA  164        0.10     0.057092189
## INFO  [12:39:08.289] [bbotk]          33.05000         30.48000   9  NA  165        0.10     0.049225692
## INFO  [12:39:08.289] [bbotk]          33.05000         30.48000   9  NA  166        0.05     0.088027591
## INFO  [12:39:08.289] [bbotk]          33.05000         30.48000   9  NA  167        0.10     0.088881302
## INFO  [12:39:08.289] [bbotk]          31.20167         23.30296   9  NA  168        0.25     0.082779779
## INFO  [12:39:08.289] [bbotk]          39.93083         30.28725   9  NA  169        0.05     0.123807575
## INFO  [12:39:08.289] [bbotk]          33.05000         28.03884   9  NA  170        0.25     0.073841477
## INFO  [12:39:08.289] [bbotk]          33.05000         32.24328   9  NA  171        0.15     0.008872724
## INFO  [12:39:08.289] [bbotk]          33.05000         23.23641   9  NA  172        0.20     0.047445875
## INFO  [12:39:08.289] [bbotk]          34.33163         26.61760   9  NA  173        0.20     0.072599431
## INFO  [12:39:08.289] [bbotk]          33.05000         30.48000   9  NA  174        0.00     0.075084669
## INFO  [12:39:08.289] [bbotk]          26.75536         29.89153   9  NA  175        0.15     0.125490618
## INFO  [12:39:08.289] [bbotk]          33.05000         28.63238   9  NA  176        0.00     0.079361166
## INFO  [12:39:08.289] [bbotk]          26.87362         30.48000   9  NA  177        0.20     0.149637961
## INFO  [12:39:08.289] [bbotk]          33.05000         24.94465   9  NA  178        0.15     0.145500680
## INFO  [12:39:08.289] [bbotk]          33.05000         30.48000   9  NA  179        0.10     0.082878430
## INFO  [12:39:08.289] [bbotk]          33.05000         30.48000   9  NA  180        0.05     0.078528654
## INFO  [12:39:08.289] [bbotk]  no_changed dist_train
## INFO  [12:39:08.289] [bbotk]           5  0.1965924
## INFO  [12:39:08.289] [bbotk]           5  0.2654229
## INFO  [12:39:08.289] [bbotk]           3  0.2654341
## INFO  [12:39:08.289] [bbotk]           3  0.2071211
## INFO  [12:39:08.289] [bbotk]           4  0.1594312
## INFO  [12:39:08.289] [bbotk]           2  0.1778156
## INFO  [12:39:08.289] [bbotk]           2  0.2302668
## INFO  [12:39:08.289] [bbotk]           4  0.1993436
## INFO  [12:39:08.289] [bbotk]           4  0.2125781
## INFO  [12:39:08.289] [bbotk]           3  0.2173820
## INFO  [12:39:08.289] [bbotk]           1  0.1589017
## INFO  [12:39:08.289] [bbotk]           3  0.1851743
## INFO  [12:39:08.289] [bbotk]           3  0.2191587
## INFO  [12:39:08.289] [bbotk]           3  0.2040010
## INFO  [12:39:08.289] [bbotk]           6  0.2087622
## INFO  [12:39:08.289] [bbotk]           4  0.1626607
## INFO  [12:39:08.289] [bbotk]           5  0.2286146
## INFO  [12:39:08.289] [bbotk]           3  0.2334857
## INFO  [12:39:08.289] [bbotk]           3  0.2190097
## INFO  [12:39:08.289] [bbotk]           4  0.2215275
## INFO  [12:39:08.485] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:08.620] [bbotk] Result of batch 10:
## INFO  [12:39:08.625] [bbotk]  heatF laneF    pointP reactiontimeP swimtimeP mediaParcialesP
## INFO  [12:39:08.625] [bbotk]     10     8  899.6090     0.7451480  129.1600        31.81355
## INFO  [12:39:08.625] [bbotk]      1     8  903.5194     0.7071185  129.1600        30.48671
## INFO  [12:39:08.625] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:08.625] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:08.625] [bbotk]      1     6  886.0000     0.7132456  129.1600        26.36915
## INFO  [12:39:08.625] [bbotk]      1     8  886.0000     0.7443807  129.1600        32.29000
## INFO  [12:39:08.625] [bbotk]      9     8  930.6237     0.7200000  129.1600        32.29000
## INFO  [12:39:08.625] [bbotk]     11     8  903.5941     0.7200000  129.1600        23.53475
## INFO  [12:39:08.625] [bbotk]      1     5  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:08.625] [bbotk]      1     2  886.0000     0.7481235  129.1600        27.01510
## INFO  [12:39:08.625] [bbotk]     12     8  905.7663     0.7507491  129.1600        30.81458
## INFO  [12:39:08.625] [bbotk]      1     8  930.6237     0.7200000  129.1600        32.29000
## INFO  [12:39:08.625] [bbotk]     11     8  866.2728     0.7155434  129.1600        32.29000
## INFO  [12:39:08.625] [bbotk]      1     8  943.6266     0.7200000  667.1700        22.40704
## INFO  [12:39:08.625] [bbotk]     10     8  910.2672     0.7151484  566.6184        32.29000
## INFO  [12:39:08.625] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:08.625] [bbotk]      1     3  969.3819     0.7019650  129.1600        32.29000
## INFO  [12:39:08.625] [bbotk]     10     8  903.5941     0.7200000  566.6184        32.29000
## INFO  [12:39:08.625] [bbotk]      1     8 1003.5914     0.7088044  129.1600        34.38271
## INFO  [12:39:08.625] [bbotk]      1     8  904.2748     0.7200000  129.1600        32.29000
## INFO  [12:39:08.625] [bbotk]  medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO  [12:39:08.625] [bbotk]           32.81500         32.37511         24.92939  10  NA  181        0.15
## INFO  [12:39:08.625] [bbotk]           35.04127         33.05000         30.48000  10  NA  182        0.20
## INFO  [12:39:08.625] [bbotk]           32.81500         33.05000         30.48000  10  NA  183        0.10
## INFO  [12:39:08.625] [bbotk]           32.81500         33.05000         32.63688  10  NA  184        0.15
## INFO  [12:39:08.625] [bbotk]           30.42225         33.05000         24.34122  10  NA  185        0.20
## INFO  [12:39:08.625] [bbotk]           25.90668         38.51485         27.52814  10  NA  186        0.15
## INFO  [12:39:08.625] [bbotk]           33.53666         37.91525         28.01262  10  NA  187        0.05
## INFO  [12:39:08.625] [bbotk]           32.81500         32.76616         30.48000  10  NA  188        0.05
## INFO  [12:39:08.625] [bbotk]           35.39899         33.05000         29.49069  10  NA  189        0.20
## INFO  [12:39:08.625] [bbotk]           32.81500         33.05000         30.48000  10  NA  190        0.15
## INFO  [12:39:08.625] [bbotk]           32.88554         39.69269         21.84149  10  NA  191        0.10
## INFO  [12:39:08.625] [bbotk]           32.81500         34.87400         30.48000  10  NA  192        0.10
## INFO  [12:39:08.625] [bbotk]           32.81500         33.05000         30.48000  10  NA  193        0.15
## INFO  [12:39:08.625] [bbotk]           32.81500         33.05000         24.58437  10  NA  194        0.15
## INFO  [12:39:08.625] [bbotk]           26.85283         33.05000         30.48000  10  NA  195        0.05
## INFO  [12:39:08.625] [bbotk]           32.81500         32.32425         30.48000  10  NA  196        0.15
## INFO  [12:39:08.625] [bbotk]           32.81500         33.05000         30.28725  10  NA  197        0.00
## INFO  [12:39:08.625] [bbotk]           32.81500         33.05000         30.48000  10  NA  198        0.00
## INFO  [12:39:08.625] [bbotk]           32.81500         40.13392         30.48000  10  NA  199        0.10
## INFO  [12:39:08.625] [bbotk]           32.81500         33.05000         27.57256  10  NA  200        0.00
## INFO  [12:39:08.625] [bbotk]  dist_x_interest no_changed dist_train
## INFO  [12:39:08.625] [bbotk]      0.099740668          6  0.2300231
## INFO  [12:39:08.625] [bbotk]      0.024335076          4  0.1572712
## INFO  [12:39:08.625] [bbotk]      0.000000000          0  0.1500290
## INFO  [12:39:08.625] [bbotk]      0.010853324          1  0.1608823
## INFO  [12:39:08.625] [bbotk]      0.124357711          5  0.1807508
## INFO  [12:39:08.625] [bbotk]      0.062651795          4  0.1877338
## INFO  [12:39:08.625] [bbotk]      0.105008795          5  0.2275325
## INFO  [12:39:08.625] [bbotk]      0.101819511          4  0.2319665
## INFO  [12:39:08.625] [bbotk]      0.073821404          3  0.1611860
## INFO  [12:39:08.625] [bbotk]      0.085034213          3  0.1727258
## INFO  [12:39:08.625] [bbotk]      0.141336590          7  0.2632735
## INFO  [12:39:08.625] [bbotk]      0.021495733          2  0.1603230
## INFO  [12:39:08.625] [bbotk]      0.066542227          3  0.2165712
## INFO  [12:39:08.625] [bbotk]      0.123876018          4  0.2264436
## INFO  [12:39:08.625] [bbotk]      0.118403585          5  0.2410050
## INFO  [12:39:08.625] [bbotk]      0.002261197          1  0.1522902
## INFO  [12:39:08.625] [bbotk]      0.092287414          4  0.1801356
## INFO  [12:39:08.625] [bbotk]      0.092127113          3  0.2407386
## INFO  [12:39:08.625] [bbotk]      0.074145370          4  0.1847303
## INFO  [12:39:08.625] [bbotk]      0.021105928          2  0.1561918
## INFO  [12:39:08.850] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:08.981] [bbotk] Result of batch 11:
## INFO  [12:39:08.986] [bbotk]  heatF laneF    pointP reactiontimeP swimtimeP mediaParcialesP
## INFO  [12:39:08.986] [bbotk]      8     8  903.5941     0.7200000  129.1600        32.29000
## INFO  [12:39:08.986] [bbotk]      1     8  903.5941     0.7200000  868.2133        32.29000
## INFO  [12:39:08.986] [bbotk]      1     6  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:08.986] [bbotk]      1     8  886.0000     0.7507491  129.1600        32.29000
## INFO  [12:39:08.986] [bbotk]      1     8  879.4234     0.7600061  970.9828        32.29000
## INFO  [12:39:08.986] [bbotk]      1     8  906.9503     0.7200000  129.1600        23.65912
## INFO  [12:39:08.986] [bbotk]     12     8  898.6361     0.7200000  129.1600        32.02988
## INFO  [12:39:08.986] [bbotk]      1     5  886.0000     0.7200000  129.1600        34.35400
## INFO  [12:39:08.986] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:08.986] [bbotk]      1     8  969.3819     0.7200000  129.1600        32.29000
## INFO  [12:39:08.986] [bbotk]     10     4  886.0000     0.7304152  129.1600        32.29000
## INFO  [12:39:08.986] [bbotk]      1     8 1003.5914     0.7088044  129.1600        32.29000
## INFO  [12:39:08.986] [bbotk]      1     6  886.0000     0.7491596  129.1600        25.87024
## INFO  [12:39:08.986] [bbotk]      5     2  961.5348     0.7411564  129.1600        32.29000
## INFO  [12:39:08.986] [bbotk]      1     8  886.0000     0.7200000  766.9940        32.29000
## INFO  [12:39:08.986] [bbotk]      1     1  886.0000     0.6983554  333.2526        30.81226
## INFO  [12:39:08.986] [bbotk]      1     8  886.0000     0.7541752  129.1600        32.29000
## INFO  [12:39:08.986] [bbotk]      1     5  982.7609     0.6720484  129.1600        23.30907
## INFO  [12:39:08.986] [bbotk]      1     8  886.0000     0.7200000  129.1600        30.74908
## INFO  [12:39:08.986] [bbotk]      8     8  886.0000     0.7200000  341.3222        31.76222
## INFO  [12:39:08.986] [bbotk]  medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO  [12:39:08.986] [bbotk]           23.76213         33.05000         30.48000  11  NA  201        0.05
## INFO  [12:39:08.986] [bbotk]           26.85283         33.05000         30.48000  11  NA  202        0.00
## INFO  [12:39:08.986] [bbotk]           30.69524         33.05000         30.48000  11  NA  203        0.00
## INFO  [12:39:08.986] [bbotk]           32.81500         33.05000         29.46042  11  NA  204        0.15
## INFO  [12:39:08.986] [bbotk]           32.81500         34.87400         30.34973  11  NA  205        0.10
## INFO  [12:39:08.986] [bbotk]           32.81500         33.05000         28.65118  11  NA  206        0.00
## INFO  [12:39:08.986] [bbotk]           27.17506         35.60294         30.48000  11  NA  207        0.05
## INFO  [12:39:08.986] [bbotk]           32.81500         34.73869         30.48000  11  NA  208        0.20
## INFO  [12:39:08.986] [bbotk]           32.81500         33.05000         30.48000  11  NA  209        0.10
## INFO  [12:39:08.986] [bbotk]           35.54372         36.61651         30.48000  11  NA  210        0.30
## INFO  [12:39:08.986] [bbotk]           32.81500         33.05000         30.48000  11  NA  211        0.05
## INFO  [12:39:08.986] [bbotk]           32.75639         25.89861         22.03449  11  NA  212        0.25
## INFO  [12:39:08.986] [bbotk]           32.81500         33.05000         30.48000  11  NA  213        0.10
## INFO  [12:39:08.986] [bbotk]           32.81500         30.50560         30.48000  11  NA  214        0.05
## INFO  [12:39:08.986] [bbotk]           32.81500         33.05000         30.48000  11  NA  215        0.05
## INFO  [12:39:08.986] [bbotk]           28.33403         33.12514         30.48000  11  NA  216        0.10
## INFO  [12:39:08.986] [bbotk]           32.81500         34.97537         30.17757  11  NA  217        0.20
## INFO  [12:39:08.986] [bbotk]           32.81500         33.05000         29.62761  11  NA  218        0.00
## INFO  [12:39:08.986] [bbotk]           32.81500         32.80765         30.48000  11  NA  219        0.10
## INFO  [12:39:08.986] [bbotk]           32.81500         33.05000         30.48000  11  NA  220        0.10
## INFO  [12:39:08.986] [bbotk]  dist_x_interest no_changed dist_train
## INFO  [12:39:08.986] [bbotk]      0.100161766          3  0.2290781
## INFO  [12:39:08.986] [bbotk]      0.075084669          3  0.2040010
## INFO  [12:39:08.986] [bbotk]      0.067043167          2  0.1582486
## INFO  [12:39:08.986] [bbotk]      0.010154838          2  0.1536954
## INFO  [12:39:08.986] [bbotk]      0.067296017          5  0.2124967
## INFO  [12:39:08.986] [bbotk]      0.051993846          3  0.1652273
## INFO  [12:39:08.986] [bbotk]      0.094190791          5  0.2244891
## INFO  [12:39:08.986] [bbotk]      0.072542726          3  0.1634989
## INFO  [12:39:08.986] [bbotk]      0.000000000          0  0.1500290
## INFO  [12:39:08.986] [bbotk]      0.051240031          3  0.1668988
## INFO  [12:39:08.986] [bbotk]      0.119348884          3  0.1990172
## INFO  [12:39:08.986] [bbotk]      0.108504795          5  0.2132064
## INFO  [12:39:08.986] [bbotk]      0.089894887          3  0.1775865
## INFO  [12:39:08.986] [bbotk]      0.155797863          5  0.2423179
## INFO  [12:39:08.986] [bbotk]      0.039467774          1  0.1894967
## INFO  [12:39:08.986] [bbotk]      0.098654094          6  0.1305409
## INFO  [12:39:08.986] [bbotk]      0.013104778          3  0.1565729
## INFO  [12:39:08.986] [bbotk]      0.142037787          5  0.2148228
## INFO  [12:39:08.986] [bbotk]      0.007069438          2  0.1568525
## INFO  [12:39:08.986] [bbotk]      0.074114384          3  0.2238975
## INFO  [12:39:09.273] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:09.409] [bbotk] Result of batch 12:
## INFO  [12:39:09.414] [bbotk]  heatF laneF   pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO  [12:39:09.414] [bbotk]      1     3 932.6292     0.6696114  365.6245        34.33699          32.81500
## INFO  [12:39:09.414] [bbotk]      1     3 963.4560     0.7338613  109.4378        32.29000          32.81500
## INFO  [12:39:09.414] [bbotk]      1     8 886.0000     0.7114979  336.3940        32.29000          32.81500
## INFO  [12:39:09.414] [bbotk]      1     8 886.0000     0.7200000  129.1600        34.12263          32.81500
## INFO  [12:39:09.414] [bbotk]      1     9 886.0000     0.7379130  129.1600        32.29000          26.55025
## INFO  [12:39:09.414] [bbotk]      1     8 975.9749     0.7200000  135.3683        32.29000          32.81500
## INFO  [12:39:09.414] [bbotk]      6     8 886.0000     0.7200000  100.5448        28.41890          32.81500
## INFO  [12:39:09.414] [bbotk]      1     8 968.2300     0.7236498  453.6802        32.29000          32.81500
## INFO  [12:39:09.414] [bbotk]      8     1 904.0516     0.7200000  129.1600        32.29000          30.20982
## INFO  [12:39:09.414] [bbotk]     10     8 886.0000     0.7719362  129.1600        32.29000          24.03650
## INFO  [12:39:09.414] [bbotk]      1     8 886.0000     0.7491596  129.1600        32.29000          32.81500
## INFO  [12:39:09.414] [bbotk]      1     8 903.5941     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:09.414] [bbotk]     11     8 977.2069     0.6924835  129.1600        32.29000          32.81500
## INFO  [12:39:09.414] [bbotk]      1     8 886.0000     0.7414869  515.4078        32.29000          32.81500
## INFO  [12:39:09.414] [bbotk]      1     8 903.5941     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:09.414] [bbotk]      1     8 903.5941     0.7200000  441.8410        32.29000          32.81500
## INFO  [12:39:09.414] [bbotk]      1     8 908.3951     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:09.414] [bbotk]      1     8 942.5790     0.7105238  626.8605        29.36538          32.81500
## INFO  [12:39:09.414] [bbotk]      1     8 950.4617     0.7200000  221.5843        32.29000          32.18647
## INFO  [12:39:09.414] [bbotk]      1     9 886.0000     0.7200000  789.7888        32.29000          28.07093
## INFO  [12:39:09.414] [bbotk]  maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO  [12:39:09.414] [bbotk]          30.82855         30.13277  12  NA  221        0.05     0.115268923
## INFO  [12:39:09.414] [bbotk]          33.92718         26.71742  12  NA  222        0.00     0.111422149
## INFO  [12:39:09.414] [bbotk]          31.57865         27.49858  12  NA  223        0.20     0.033799008
## INFO  [12:39:09.414] [bbotk]          36.97540         28.80884  12  NA  224        0.20     0.028149110
## INFO  [12:39:09.414] [bbotk]          33.05000         30.48000  12  NA  225        0.15     0.086042829
## INFO  [12:39:09.414] [bbotk]          21.56052         30.48000  12  NA  226        0.30     0.068064774
## INFO  [12:39:09.414] [bbotk]          26.79542         30.48000  12  NA  227        0.30     0.095944169
## INFO  [12:39:09.414] [bbotk]          31.83040         30.48000  12  NA  228        0.15     0.053615735
## INFO  [12:39:09.414] [bbotk]          33.05000         29.00254  12  NA  229        0.00     0.141580199
## INFO  [12:39:09.414] [bbotk]          27.47427         25.10812  12  NA  230        0.20     0.145752597
## INFO  [12:39:09.414] [bbotk]          33.05000         28.63238  12  NA  231        0.25     0.014061799
## INFO  [12:39:09.414] [bbotk]          33.05000         30.48000  12  NA  232        0.05     0.006234613
## INFO  [12:39:09.414] [bbotk]          33.05000         30.48000  12  NA  233        0.05     0.095639653
## INFO  [12:39:09.414] [bbotk]          34.13360         25.77176  12  NA  234        0.20     0.054478851
## INFO  [12:39:09.414] [bbotk]          33.05000         30.61871  12  NA  235        0.10     0.006932597
## INFO  [12:39:09.414] [bbotk]          33.05000         29.83277  12  NA  236        0.00     0.028839475
## INFO  [12:39:09.414] [bbotk]          29.50251         30.48000  12  NA  237        0.25     0.018988650
## INFO  [12:39:09.414] [bbotk]          33.05000         30.24776  12  NA  238        0.05     0.065547304
## INFO  [12:39:09.414] [bbotk]          33.05000         30.48000  12  NA  239        0.05     0.030998784
## INFO  [12:39:09.414] [bbotk]          33.05000         30.48000  12  NA  240        0.05     0.118097497
## INFO  [12:39:09.414] [bbotk]  no_changed dist_train
## INFO  [12:39:09.414] [bbotk]           7  0.1894084
## INFO  [12:39:09.414] [bbotk]           6  0.1944576
## INFO  [12:39:09.414] [bbotk]           4  0.1698897
## INFO  [12:39:09.414] [bbotk]           3  0.1642375
## INFO  [12:39:09.414] [bbotk]           3  0.1739803
## INFO  [12:39:09.414] [bbotk]           3  0.1931831
## INFO  [12:39:09.414] [bbotk]           4  0.2230789
## INFO  [12:39:09.414] [bbotk]           4  0.1848432
## INFO  [12:39:09.414] [bbotk]           5  0.1693242
## INFO  [12:39:09.414] [bbotk]           5  0.2571257
## INFO  [12:39:09.414] [bbotk]           2  0.1576023
## INFO  [12:39:09.414] [bbotk]           1  0.1548461
## INFO  [12:39:09.414] [bbotk]           3  0.2254746
## INFO  [12:39:09.414] [bbotk]           4  0.1977701
## INFO  [12:39:09.414] [bbotk]           2  0.1555441
## INFO  [12:39:09.414] [bbotk]           3  0.1741976
## INFO  [12:39:09.414] [bbotk]           2  0.1537490
## INFO  [12:39:09.414] [bbotk]           5  0.1789844
## INFO  [12:39:09.414] [bbotk]           3  0.1649516
## INFO  [12:39:09.414] [bbotk]           3  0.2093029
## INFO  [12:39:09.605] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:09.758] [bbotk] Result of batch 13:
## INFO  [12:39:09.764] [bbotk]  heatF laneF    pointP reactiontimeP swimtimeP mediaParcialesP
## INFO  [12:39:09.764] [bbotk]      2     8  886.0000     0.7160999 371.75096        32.29000
## INFO  [12:39:09.764] [bbotk]      8     8  886.0000     0.7200000 129.16000        32.29000
## INFO  [12:39:09.764] [bbotk]      1     5  948.6868     0.7475480 129.16000        32.29000
## INFO  [12:39:09.764] [bbotk]      1     8  872.8436     0.7200000 129.16000        32.29000
## INFO  [12:39:09.764] [bbotk]      1     8  886.0000     0.7507491 129.16000        30.81458
## INFO  [12:39:09.764] [bbotk]     10     8  874.9560     0.7252464 129.16000        32.29000
## INFO  [12:39:09.764] [bbotk]      1     8  882.7278     0.7200000 556.78951        32.41793
## INFO  [12:39:09.764] [bbotk]      1     8  886.0000     0.7200000 335.65568        33.69760
## INFO  [12:39:09.764] [bbotk]      1     8  969.3819     0.7019650 129.16000        32.29000
## INFO  [12:39:09.764] [bbotk]      8     1  904.0516     0.7280669 206.95222        32.29000
## INFO  [12:39:09.764] [bbotk]     12     8  886.0000     0.7200000 129.16000        32.29000
## INFO  [12:39:09.764] [bbotk]      1     3  952.1860     0.7200000 518.34478        29.43846
## INFO  [12:39:09.764] [bbotk]      1     4  886.0000     0.7200000  74.36518        26.19665
## INFO  [12:39:09.764] [bbotk]     10     8  886.0000     0.7281839  37.59478        32.29000
## INFO  [12:39:09.764] [bbotk]      1     1  959.3203     0.7066703 868.21326        32.29000
## INFO  [12:39:09.764] [bbotk]      1     0  904.2748     0.7491596 151.18950        34.56836
## INFO  [12:39:09.764] [bbotk]      1     7 1002.7453     0.7284806 129.16000        27.07916
## INFO  [12:39:09.764] [bbotk]      1     8  886.0000     0.7200000 129.16000        32.29000
## INFO  [12:39:09.764] [bbotk]      1     8  987.8547     0.7200000 129.16000        34.94735
## INFO  [12:39:09.764] [bbotk]      1     3  926.9719     0.7200000 724.06406        22.90331
## INFO  [12:39:09.764] [bbotk]  medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO  [12:39:09.764] [bbotk]           32.81500         33.05000         21.99797  13  NA  241        0.20
## INFO  [12:39:09.764] [bbotk]           32.81500         33.05000         27.41005  13  NA  242        0.20
## INFO  [12:39:09.764] [bbotk]           32.81500         33.05000         30.45811  13  NA  243        0.10
## INFO  [12:39:09.764] [bbotk]           24.01112         21.92438         30.21358  13  NA  244        0.15
## INFO  [12:39:09.764] [bbotk]           32.81500         33.05000         30.48000  13  NA  245        0.15
## INFO  [12:39:09.764] [bbotk]           32.81500         33.05000         28.65118  13  NA  246        0.20
## INFO  [12:39:09.764] [bbotk]           32.81500         35.07646         30.48000  13  NA  247        0.15
## INFO  [12:39:09.764] [bbotk]           32.81500         22.11134         30.48000  13  NA  248        0.25
## INFO  [12:39:09.764] [bbotk]           32.81500         33.05000         30.28725  13  NA  249        0.10
## INFO  [12:39:09.764] [bbotk]           32.96855         33.05000         30.48000  13  NA  250        0.15
## INFO  [12:39:09.764] [bbotk]           32.81500         33.05000         30.48000  13  NA  251        0.10
## INFO  [12:39:09.764] [bbotk]           32.81500         33.05000         25.06943  13  NA  252        0.00
## INFO  [12:39:09.764] [bbotk]           27.99957         33.05000         30.91733  13  NA  253        0.20
## INFO  [12:39:09.764] [bbotk]           32.81500         32.23666         30.48000  13  NA  254        0.25
## INFO  [12:39:09.764] [bbotk]           26.85283         33.05000         30.48000  13  NA  255        0.05
## INFO  [12:39:09.764] [bbotk]           32.81500         24.96055         30.48000  13  NA  256        0.30
## INFO  [12:39:09.764] [bbotk]           32.81500         31.90926         29.55505  13  NA  257        0.05
## INFO  [12:39:09.764] [bbotk]           32.81500         37.41109         27.51387  13  NA  258        0.20
## INFO  [12:39:09.764] [bbotk]           32.81500         33.05000         29.59268  13  NA  259        0.05
## INFO  [12:39:09.764] [bbotk]           32.81500         34.09279         23.69108  13  NA  260        0.10
## INFO  [12:39:09.764] [bbotk]  dist_x_interest no_changed dist_train
## INFO  [12:39:09.764] [bbotk]       0.11715297          4  0.2639159
## INFO  [12:39:09.764] [bbotk]       0.07427139          2  0.2210799
## INFO  [12:39:09.764] [bbotk]       0.08564857          4  0.1719483
## INFO  [12:39:09.764] [bbotk]       0.07480439          4  0.1997998
## INFO  [12:39:09.764] [bbotk]       0.01107028          2  0.1575854
## INFO  [12:39:09.764] [bbotk]       0.07279686          4  0.2178909
## INFO  [12:39:09.764] [bbotk]       0.03445830          4  0.1818682
## INFO  [12:39:09.764] [bbotk]       0.05262660          3  0.2026556
## INFO  [12:39:09.764] [bbotk]       0.03346388          3  0.1644575
## INFO  [12:39:09.764] [bbotk]       0.13077095          6  0.1584787
## INFO  [12:39:09.764] [bbotk]       0.05882353          1  0.2088525
## INFO  [12:39:09.764] [bbotk]       0.14526970          5  0.2127181
## INFO  [12:39:09.764] [bbotk]       0.10805633          5  0.1413654
## INFO  [12:39:09.764] [bbotk]       0.06836069          4  0.2157003
## INFO  [12:39:09.764] [bbotk]       0.15583330          5  0.1867978
## INFO  [12:39:09.764] [bbotk]       0.10596726          6  0.1924873
## INFO  [12:39:09.764] [bbotk]       0.13114022          6  0.2117572
## INFO  [12:39:09.764] [bbotk]       0.02851308          2  0.1749689
## INFO  [12:39:09.764] [bbotk]       0.05144724          3  0.1813446
## INFO  [12:39:09.764] [bbotk]       0.18602863          6  0.2503548
## INFO  [12:39:09.949] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:10.092] [bbotk] Result of batch 14:
## INFO  [12:39:10.098] [bbotk]  heatF laneF   pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO  [12:39:10.098] [bbotk]      1     6 886.0000     0.7200000  129.1600        25.69681          36.33799
## INFO  [12:39:10.098] [bbotk]      5     8 886.0000     0.7200000  129.1600        32.29000          30.69524
## INFO  [12:39:10.098] [bbotk]      1     9 886.0000     0.7200000  857.8817        22.09171          32.81500
## INFO  [12:39:10.098] [bbotk]      8     8 916.9243     0.7200000  942.0507        32.29000          28.21189
## INFO  [12:39:10.098] [bbotk]      6     8 886.0000     0.7200000  868.2133        32.29000          26.38444
## INFO  [12:39:10.098] [bbotk]      1     8 944.1986     0.7324382  525.4120        32.29000          32.81500
## INFO  [12:39:10.098] [bbotk]      1     2 906.7279     0.7429438  129.1600        23.56799          25.14543
## INFO  [12:39:10.098] [bbotk]      1     6 886.0000     0.7491596  129.1600        32.29000          32.81500
## INFO  [12:39:10.098] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          30.69524
## INFO  [12:39:10.098] [bbotk]      1     8 886.0000     0.7088044  129.1600        32.29000          32.81500
## INFO  [12:39:10.098] [bbotk]      1     8 904.2748     0.7200000  407.7687        32.29000          32.81500
## INFO  [12:39:10.098] [bbotk]      2     8 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:10.098] [bbotk]      1     8 886.0000     0.7200000  129.1600        23.65912          32.81500
## INFO  [12:39:10.098] [bbotk]     10     8 903.5941     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:10.098] [bbotk]      2     8 886.0000     0.7200000  129.1600        27.55415          32.81500
## INFO  [12:39:10.098] [bbotk]      1     6 932.8604     0.7200000  142.1392        32.29000          32.81500
## INFO  [12:39:10.098] [bbotk]      1     8 886.0000     0.7246130  139.4338        32.29000          32.53138
## INFO  [12:39:10.098] [bbotk]      1     9 919.2019     0.6674786  129.1600        24.61592          32.81500
## INFO  [12:39:10.098] [bbotk]      1     8 940.6058     0.7030574  129.1600        32.29000          32.81500
## INFO  [12:39:10.098] [bbotk]      1     8 886.0000     0.7200000  129.1600        33.71563          25.90668
## INFO  [12:39:10.098] [bbotk]  maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO  [12:39:10.098] [bbotk]          37.58945         31.52843  14  NA  261        0.20     0.118920750
## INFO  [12:39:10.098] [bbotk]          34.51829         30.48000  14  NA  262        0.10     0.071617861
## INFO  [12:39:10.098] [bbotk]          33.05000         30.48000  14  NA  263        0.05     0.145705529
## INFO  [12:39:10.098] [bbotk]          34.35773         30.48000  14  NA  264        0.05     0.142005292
## INFO  [12:39:10.098] [bbotk]          27.67634         30.48000  14  NA  265        0.15     0.146232283
## INFO  [12:39:10.098] [bbotk]          33.04667         29.74590  14  NA  266        0.00     0.050879110
## INFO  [12:39:10.098] [bbotk]          33.05000         30.48000  14  NA  267        0.05     0.135398130
## INFO  [12:39:10.098] [bbotk]          33.05000         28.63238  14  NA  268        0.15     0.072885328
## INFO  [12:39:10.098] [bbotk]          36.00339         30.48000  14  NA  269        0.05     0.017421373
## INFO  [12:39:10.098] [bbotk]          33.05000         30.48000  14  NA  270        0.10     0.001829347
## INFO  [12:39:10.098] [bbotk]          33.05000         30.48000  14  NA  271        0.05     0.023715537
## INFO  [12:39:10.098] [bbotk]          33.05000         30.48000  14  NA  272        0.10     0.058823529
## INFO  [12:39:10.098] [bbotk]          33.05000         28.65118  14  NA  273        0.20     0.044569913
## INFO  [12:39:10.098] [bbotk]          33.05000         30.48000  14  NA  274        0.05     0.065058143
## INFO  [12:39:10.098] [bbotk]          33.05000         30.48000  14  NA  275        0.10     0.078229984
## INFO  [12:39:10.098] [bbotk]          33.05000         30.48000  14  NA  276        0.10     0.076232027
## INFO  [12:39:10.098] [bbotk]          33.05000         30.48000  14  NA  277        0.05     0.002489245
## INFO  [12:39:10.098] [bbotk]          27.89452         27.21245  14  NA  278        0.25     0.143122353
## INFO  [12:39:10.098] [bbotk]          33.19516         30.28725  14  NA  279        0.10     0.023540592
## INFO  [12:39:10.098] [bbotk]          38.51485         30.48000  14  NA  280        0.00     0.049656321
## INFO  [12:39:10.098] [bbotk]  no_changed dist_train
## INFO  [12:39:10.098] [bbotk]           5  0.1932669
## INFO  [12:39:10.098] [bbotk]           3  0.2195196
## INFO  [12:39:10.098] [bbotk]           3  0.2366651
## INFO  [12:39:10.098] [bbotk]           5  0.2614742
## INFO  [12:39:10.098] [bbotk]           4  0.2739089
## INFO  [12:39:10.098] [bbotk]           5  0.1822977
## INFO  [12:39:10.098] [bbotk]           5  0.2051202
## INFO  [12:39:10.098] [bbotk]           3  0.1576023
## INFO  [12:39:10.098] [bbotk]           2  0.1638772
## INFO  [12:39:10.098] [bbotk]           1  0.1518583
## INFO  [12:39:10.098] [bbotk]           2  0.1723271
## INFO  [12:39:10.098] [bbotk]           1  0.2088525
## INFO  [12:39:10.098] [bbotk]           2  0.1726513
## INFO  [12:39:10.098] [bbotk]           2  0.2136697
## INFO  [12:39:10.098] [bbotk]           2  0.2226149
## INFO  [12:39:10.098] [bbotk]           3  0.1660200
## INFO  [12:39:10.098] [bbotk]           3  0.1510107
## INFO  [12:39:10.098] [bbotk]           6  0.1717154
## INFO  [12:39:10.098] [bbotk]           4  0.1548912
## INFO  [12:39:10.098] [bbotk]           3  0.1857447
## INFO  [12:39:10.307] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:10.457] [bbotk] Result of batch 15:
## INFO  [12:39:10.462] [bbotk]  heatF laneF    pointP reactiontimeP swimtimeP mediaParcialesP
## INFO  [12:39:10.462] [bbotk]      1     8  905.7470     0.7200000 129.16000        32.29000
## INFO  [12:39:10.462] [bbotk]     10     8  903.9428     0.7200000 129.16000        32.29000
## INFO  [12:39:10.462] [bbotk]      1     6  951.1616     0.7200000 129.16000        32.29000
## INFO  [12:39:10.462] [bbotk]      8     8  905.5177     0.7200000 129.16000        32.29000
## INFO  [12:39:10.462] [bbotk]      1     8  898.8405     0.7200000 129.16000        33.94073
## INFO  [12:39:10.462] [bbotk]      1     8  886.0000     0.7166689 129.16000        34.07632
## INFO  [12:39:10.462] [bbotk]      1     8  903.5941     0.7200000 129.16000        32.29000
## INFO  [12:39:10.462] [bbotk]      1     8  916.9882     0.7324382 525.41203        32.29000
## INFO  [12:39:10.462] [bbotk]      5     8  899.7847     0.7200000 322.67963        25.98211
## INFO  [12:39:10.462] [bbotk]      1     2  965.7135     0.7200000 437.39464        21.41880
## INFO  [12:39:10.462] [bbotk]      1     8  856.7209     0.7200000 129.16000        29.62657
## INFO  [12:39:10.462] [bbotk]      1     8 1020.1084     0.6746424 129.16000        31.16757
## INFO  [12:39:10.462] [bbotk]      6     8  886.0000     0.7200000 594.91781        32.29000
## INFO  [12:39:10.462] [bbotk]      1     6  904.2748     0.7200000 129.16000        32.29000
## INFO  [12:39:10.462] [bbotk]      1     7 1015.3270     0.7200000 480.09739        32.29000
## INFO  [12:39:10.462] [bbotk]      3     3  886.0000     0.7200000 129.16000        32.29000
## INFO  [12:39:10.462] [bbotk]      1     8  886.0000     0.7200000 868.21326        32.29000
## INFO  [12:39:10.462] [bbotk]      1     3  886.0000     0.7200000  81.26621        32.29000
## INFO  [12:39:10.462] [bbotk]     10     8  903.5941     0.7200000 129.16000        32.29000
## INFO  [12:39:10.462] [bbotk]      1     8  906.9503     0.7200000 129.16000        23.65912
## INFO  [12:39:10.462] [bbotk]  medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO  [12:39:10.462] [bbotk]           32.81500         33.05000         30.48000  15  NA  281        0.05
## INFO  [12:39:10.462] [bbotk]           32.81500         33.05000         30.00724  15  NA  282        0.05
## INFO  [12:39:10.462] [bbotk]           30.66783         33.05000         24.84247  15  NA  283        0.10
## INFO  [12:39:10.462] [bbotk]           32.81500         33.05000         30.48000  15  NA  284        0.05
## INFO  [12:39:10.462] [bbotk]           32.81500         38.90622         31.38735  15  NA  285        0.10
## INFO  [12:39:10.462] [bbotk]           24.78778         39.73455         30.48000  15  NA  286        0.00
## INFO  [12:39:10.462] [bbotk]           26.85283         33.05000         30.48000  15  NA  287        0.05
## INFO  [12:39:10.462] [bbotk]           32.81500         37.50115         30.48000  15  NA  288        0.05
## INFO  [12:39:10.462] [bbotk]           32.81500         34.08987         30.93525  15  NA  289        0.10
## INFO  [12:39:10.462] [bbotk]           32.81500         33.05000         30.48000  15  NA  290        0.05
## INFO  [12:39:10.462] [bbotk]           30.60537         31.43167         30.48000  15  NA  291        0.15
## INFO  [12:39:10.462] [bbotk]           32.81500         32.65685         23.90711  15  NA  292        0.20
## INFO  [12:39:10.462] [bbotk]           32.81500         33.05000         30.19043  15  NA  293        0.05
## INFO  [12:39:10.462] [bbotk]           32.81500         33.05000         28.63238  15  NA  294        0.00
## INFO  [12:39:10.462] [bbotk]           28.69787         37.85675         30.48000  15  NA  295        0.05
## INFO  [12:39:10.462] [bbotk]           32.81500         33.05000         30.48000  15  NA  296        0.00
## INFO  [12:39:10.462] [bbotk]           23.31593         33.05000         30.48000  15  NA  297        0.05
## INFO  [12:39:10.462] [bbotk]           32.81500         34.87400         22.27791  15  NA  298        0.30
## INFO  [12:39:10.462] [bbotk]           32.81500         33.05000         30.48000  15  NA  299        0.05
## INFO  [12:39:10.462] [bbotk]           32.81500         33.05000         28.65118  15  NA  300        0.00
## INFO  [12:39:10.462] [bbotk]  dist_x_interest no_changed dist_train
## INFO  [12:39:10.462] [bbotk]       0.00699751          1  0.1556090
## INFO  [12:39:10.462] [bbotk]       0.06756063          3  0.2129517
## INFO  [12:39:10.462] [bbotk]       0.11860779          4  0.1873132
## INFO  [12:39:10.462] [bbotk]       0.06573980          2  0.2143513
## INFO  [12:39:10.462] [bbotk]       0.03412615          4  0.1615596
## INFO  [12:39:10.462] [bbotk]       0.05981747          4  0.1948173
## INFO  [12:39:10.462] [bbotk]       0.02935367          2  0.1582700
## INFO  [12:39:10.462] [bbotk]       0.05140077          4  0.1937799
## INFO  [12:39:10.462] [bbotk]       0.10706181          6  0.2416772
## INFO  [12:39:10.462] [bbotk]       0.15069129          4  0.2402334
## INFO  [12:39:10.462] [bbotk]       0.03489969          4  0.1520641
## INFO  [12:39:10.462] [bbotk]       0.09383269          5  0.1898849
## INFO  [12:39:10.462] [bbotk]       0.08910069          3  0.2362155
## INFO  [12:39:10.462] [bbotk]       0.07459652          3  0.1611641
## INFO  [12:39:10.462] [bbotk]       0.15730773          5  0.2276450
## INFO  [12:39:10.462] [bbotk]       0.11764706          2  0.2088525
## INFO  [12:39:10.462] [bbotk]       0.08256482          2  0.2239503
## INFO  [12:39:10.462] [bbotk]       0.10874258          4  0.1964635
## INFO  [12:39:10.462] [bbotk]       0.06505814          2  0.2136697
## INFO  [12:39:10.462] [bbotk]       0.05199385          3  0.1652273
## INFO  [12:39:10.676] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:10.802] [bbotk] Result of batch 16:
## INFO  [12:39:10.808] [bbotk]  heatF laneF    pointP reactiontimeP swimtimeP mediaParcialesP
## INFO  [12:39:10.808] [bbotk]      9     6  970.4770     0.7200000  99.57147        32.32050
## INFO  [12:39:10.808] [bbotk]      1     8  886.0000     0.6916984 129.16000        27.07625
## INFO  [12:39:10.808] [bbotk]      1     8  903.5871     0.7200000  94.98591        32.29000
## INFO  [12:39:10.808] [bbotk]      1     1  903.9614     0.7200000 129.16000        32.29000
## INFO  [12:39:10.808] [bbotk]      1     8  905.7663     0.7200000 129.16000        32.29000
## INFO  [12:39:10.808] [bbotk]      1     8  906.9503     0.7200000 129.16000        23.65912
## INFO  [12:39:10.808] [bbotk]      1     3  933.2832     0.7277614 129.16000        32.29000
## INFO  [12:39:10.808] [bbotk]      1     8 1006.0613     0.6805389 799.72749        32.29000
## INFO  [12:39:10.808] [bbotk]      5     8  899.0190     0.7200000 874.75979        35.53426
## INFO  [12:39:10.808] [bbotk]      1     8  886.0000     0.7190963 129.16000        32.29000
## INFO  [12:39:10.808] [bbotk]      1     8  906.9503     0.7200000 129.16000        23.65912
## INFO  [12:39:10.808] [bbotk]      1     8  886.0000     0.7200000 129.16000        30.37289
## INFO  [12:39:10.808] [bbotk]      1     8  886.0000     0.7200000 129.16000        32.29000
## INFO  [12:39:10.808] [bbotk]      1     7  937.9893     0.7200000 129.16000        32.29000
## INFO  [12:39:10.808] [bbotk]      1     6  903.7462     0.7190788 464.42866        32.29000
## INFO  [12:39:10.808] [bbotk]      1     8  886.0000     0.7401124 129.16000        32.29000
## INFO  [12:39:10.808] [bbotk]     10     8  886.0000     0.6763082 129.16000        32.29000
## INFO  [12:39:10.808] [bbotk]      9     3  886.0000     0.7200000 129.16000        21.86572
## INFO  [12:39:10.808] [bbotk]      1     8  904.2748     0.7200000 129.16000        21.88934
## INFO  [12:39:10.808] [bbotk]      1     3  977.7433     0.7200000 129.16000        32.29000
## INFO  [12:39:10.808] [bbotk]  medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO  [12:39:10.808] [bbotk]           32.81500         33.05000         29.76856  16  NA  301        0.20
## INFO  [12:39:10.808] [bbotk]           32.81500         21.59563         27.57256  16  NA  302        0.20
## INFO  [12:39:10.808] [bbotk]           30.97489         33.05000         28.12874  16  NA  303        0.05
## INFO  [12:39:10.808] [bbotk]           34.78533         33.05000         32.57763  16  NA  304        0.30
## INFO  [12:39:10.808] [bbotk]           32.81500         33.05000         26.61760  16  NA  305        0.00
## INFO  [12:39:10.808] [bbotk]           32.81500         33.05000         28.65118  16  NA  306        0.00
## INFO  [12:39:10.808] [bbotk]           33.70833         33.24521         23.06682  16  NA  307        0.00
## INFO  [12:39:10.808] [bbotk]           32.48720         24.41855         30.45348  16  NA  308        0.20
## INFO  [12:39:10.808] [bbotk]           32.81500         33.05000         30.48000  16  NA  309        0.05
## INFO  [12:39:10.808] [bbotk]           33.96391         34.83883         30.48000  16  NA  310        0.20
## INFO  [12:39:10.808] [bbotk]           32.81500         33.05000         30.48000  16  NA  311        0.05
## INFO  [12:39:10.808] [bbotk]           29.51540         34.69720         30.48000  16  NA  312        0.10
## INFO  [12:39:10.808] [bbotk]           32.81500         38.51485         30.48000  16  NA  313        0.05
## INFO  [12:39:10.808] [bbotk]           32.81500         30.50560         22.98533  16  NA  314        0.00
## INFO  [12:39:10.808] [bbotk]           32.81500         33.05000         28.50429  16  NA  315        0.00
## INFO  [12:39:10.808] [bbotk]           32.81500         33.05000         29.80475  16  NA  316        0.15
## INFO  [12:39:10.808] [bbotk]           32.81500         33.05000         30.48000  16  NA  317        0.10
## INFO  [12:39:10.808] [bbotk]           32.81500         39.07517         30.48000  16  NA  318        0.00
## INFO  [12:39:10.808] [bbotk]           32.81500         35.72295         30.48000  16  NA  319        0.05
## INFO  [12:39:10.808] [bbotk]           32.81500         33.05692         32.29612  16  NA  320        0.05
## INFO  [12:39:10.808] [bbotk]  dist_x_interest no_changed dist_train
## INFO  [12:39:10.808] [bbotk]      0.153118012          6  0.2396707
## INFO  [12:39:10.808] [bbotk]      0.076307142          4  0.1814308
## INFO  [12:39:10.808] [bbotk]      0.027313425          4  0.1443869
## INFO  [12:39:10.808] [bbotk]      0.083383659          4  0.1137277
## INFO  [12:39:10.808] [bbotk]      0.026439765          2  0.1604686
## INFO  [12:39:10.808] [bbotk]      0.051993846          3  0.1652273
## INFO  [12:39:10.808] [bbotk]      0.118221927          6  0.2013834
## INFO  [12:39:10.808] [bbotk]      0.118783012          6  0.2281965
## INFO  [12:39:10.808] [bbotk]      0.122867267          4  0.2714788
## INFO  [12:39:10.808] [bbotk]      0.010176066          3  0.1564000
## INFO  [12:39:10.808] [bbotk]      0.042791306          2  0.1723283
## INFO  [12:39:10.808] [bbotk]      0.025782612          3  0.1514563
## INFO  [12:39:10.808] [bbotk]      0.017026563          1  0.1634824
## INFO  [12:39:10.808] [bbotk]      0.122886663          4  0.1978500
## INFO  [12:39:10.808] [bbotk]      0.095949946          5  0.1825175
## INFO  [12:39:10.808] [bbotk]      0.006684171          2  0.1502247
## INFO  [12:39:10.808] [bbotk]      0.065962710          2  0.2159917
## INFO  [12:39:10.808] [bbotk]      0.179135725          4  0.2698460
## INFO  [12:39:10.808] [bbotk]      0.057423374          3  0.1888566
## INFO  [12:39:10.808] [bbotk]      0.100493784          4  0.1831606
## INFO  [12:39:11.007] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:11.142] [bbotk] Result of batch 17:
## INFO  [12:39:11.147] [bbotk]  heatF laneF    pointP reactiontimeP swimtimeP mediaParcialesP
## INFO  [12:39:11.147] [bbotk]      1     8  944.1986     0.7324382  129.1600        32.29000
## INFO  [12:39:11.147] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:11.147] [bbotk]      1     8 1011.6507     0.7200000  129.1600        32.47797
## INFO  [12:39:11.147] [bbotk]      2     3  886.0000     0.7200000  129.1600        34.84214
## INFO  [12:39:11.147] [bbotk]      1     8  903.5941     0.7200000  868.2133        32.29000
## INFO  [12:39:11.147] [bbotk]      1     8  886.0000     0.7474268  129.1600        32.29000
## INFO  [12:39:11.147] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.44595
## INFO  [12:39:11.147] [bbotk]      8     8  912.4162     0.6953670  129.1600        32.29000
## INFO  [12:39:11.147] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:11.147] [bbotk]      1     6  919.5189     0.7567089  768.4334        34.73332
## INFO  [12:39:11.147] [bbotk]      1     6  886.0000     0.7166689  129.1600        32.29000
## INFO  [12:39:11.147] [bbotk]      5     6  904.2748     0.7200000  129.1600        32.29000
## INFO  [12:39:11.147] [bbotk]      1     8  886.0000     0.7200000  868.2133        26.06991
## INFO  [12:39:11.147] [bbotk]      1     8  881.1454     0.7200000  970.9828        32.29000
## INFO  [12:39:11.147] [bbotk]      1     8  886.0000     0.7200000  604.7129        32.29000
## INFO  [12:39:11.147] [bbotk]      1     8  886.0000     0.7458842  129.1600        32.29000
## INFO  [12:39:11.147] [bbotk]      1     6  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:11.147] [bbotk]      1     8  904.8223     0.7200000  129.1600        23.08556
## INFO  [12:39:11.147] [bbotk]      1     6  915.0167     0.7200000  129.1600        32.29000
## INFO  [12:39:11.147] [bbotk]      1     8  886.0000     0.7200000  129.1600        23.53475
## INFO  [12:39:11.147] [bbotk]  medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO  [12:39:11.147] [bbotk]           32.81500         23.98679         29.74590  17  NA  321        0.30
## INFO  [12:39:11.147] [bbotk]           32.81500         33.05000         28.65118  17  NA  322        0.20
## INFO  [12:39:11.147] [bbotk]           32.81500         26.20608         30.48000  17  NA  323        0.35
## INFO  [12:39:11.147] [bbotk]           33.72615         33.05000         30.48000  17  NA  324        0.05
## INFO  [12:39:11.147] [bbotk]           26.85283         33.05000         30.48000  17  NA  325        0.00
## INFO  [12:39:11.147] [bbotk]           24.35214         25.55745         30.48000  17  NA  326        0.25
## INFO  [12:39:11.147] [bbotk]           32.81500         33.05000         29.13523  17  NA  327        0.15
## INFO  [12:39:11.147] [bbotk]           32.81500         33.05000         30.48000  17  NA  328        0.10
## INFO  [12:39:11.147] [bbotk]           32.81500         33.05000         30.48000  17  NA  329        0.10
## INFO  [12:39:11.147] [bbotk]           33.78153         33.05000         30.48000  17  NA  330        0.15
## INFO  [12:39:11.147] [bbotk]           24.78778         39.73455         30.48000  17  NA  331        0.00
## INFO  [12:39:11.147] [bbotk]           33.20687         33.05000         30.48000  17  NA  332        0.05
## INFO  [12:39:11.147] [bbotk]           35.27000         33.05000         31.91731  17  NA  333        0.20
## INFO  [12:39:11.147] [bbotk]           32.81500         27.09678         30.48000  17  NA  334        0.25
## INFO  [12:39:11.147] [bbotk]           32.81500         33.05000         30.48000  17  NA  335        0.05
## INFO  [12:39:11.147] [bbotk]           33.27711         22.08217         30.48000  17  NA  336        0.25
## INFO  [12:39:11.147] [bbotk]           32.81500         33.05000         28.63087  17  NA  337        0.10
## INFO  [12:39:11.147] [bbotk]           32.81500         33.05000         21.86820  17  NA  338        0.10
## INFO  [12:39:11.147] [bbotk]           33.83551         33.05000         30.48000  17  NA  339        0.10
## INFO  [12:39:11.147] [bbotk]           32.81500         33.05000         29.53374  17  NA  340        0.10
## INFO  [12:39:11.147] [bbotk]  dist_x_interest no_changed dist_train
## INFO  [12:39:11.147] [bbotk]      0.054587346          4  0.1723178
## INFO  [12:39:11.147] [bbotk]      0.009202540          1  0.1560110
## INFO  [12:39:11.147] [bbotk]      0.066618932          3  0.1917373
## INFO  [12:39:11.147] [bbotk]      0.131638231          4  0.2222232
## INFO  [12:39:11.147] [bbotk]      0.075084669          3  0.2040010
## INFO  [12:39:11.147] [bbotk]      0.060641460          3  0.1883181
## INFO  [12:39:11.147] [bbotk]      0.007405867          2  0.1542144
## INFO  [12:39:11.147] [bbotk]      0.072209334          3  0.2097788
## INFO  [12:39:11.147] [bbotk]      0.000000000          0  0.1500290
## INFO  [12:39:11.147] [bbotk]      0.130016283          6  0.2156450
## INFO  [12:39:11.147] [bbotk]      0.111321081          4  0.2022773
## INFO  [12:39:11.147] [bbotk]      0.125642411          4  0.2148100
## INFO  [12:39:11.147] [bbotk]      0.087971561          4  0.2323565
## INFO  [12:39:11.147] [bbotk]      0.072358583          3  0.2223875
## INFO  [12:39:11.147] [bbotk]      0.029426177          1  0.1794551
## INFO  [12:39:11.147] [bbotk]      0.040193268          3  0.1863338
## INFO  [12:39:11.147] [bbotk]      0.068128288          2  0.1561133
## INFO  [12:39:11.147] [bbotk]      0.087721749          3  0.2024634
## INFO  [12:39:11.147] [bbotk]      0.073063001          3  0.1622306
## INFO  [12:39:11.147] [bbotk]      0.040638560          2  0.1755004
## INFO  [12:39:11.350] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:11.522] [bbotk] Result of batch 18:
## INFO  [12:39:11.530] [bbotk]  heatF laneF    pointP reactiontimeP swimtimeP mediaParcialesP
## INFO  [12:39:11.530] [bbotk]      1     0  886.0000     0.6602407 129.16000        32.29000
## INFO  [12:39:11.530] [bbotk]      1     8  882.8690     0.7113234 129.16000        32.29000
## INFO  [12:39:11.530] [bbotk]      1     3  886.0000     0.7200000 129.16000        32.29000
## INFO  [12:39:11.530] [bbotk]      1     8  903.5941     0.7200000 129.16000        32.29000
## INFO  [12:39:11.530] [bbotk]      1     4  945.8677     0.7200000 129.16000        32.29000
## INFO  [12:39:11.530] [bbotk]      1     8  888.9222     0.7200000 436.94188        33.86501
## INFO  [12:39:11.530] [bbotk]      1     8  886.0000     0.7111449 129.16000        24.21139
## INFO  [12:39:11.530] [bbotk]      1     8  886.0000     0.7200000  44.75356        32.29000
## INFO  [12:39:11.530] [bbotk]      9     8  886.0000     0.7200000 129.16000        25.79474
## INFO  [12:39:11.530] [bbotk]      1     8  904.2748     0.7200000 129.16000        32.29000
## INFO  [12:39:11.530] [bbotk]      1     6  886.0000     0.7200000 129.16000        24.79961
## INFO  [12:39:11.530] [bbotk]      1     8  905.7663     0.7200000 129.16000        32.29000
## INFO  [12:39:11.530] [bbotk]      1     8  886.0000     0.7162582 129.16000        32.29000
## INFO  [12:39:11.530] [bbotk]      1     2  965.6237     0.7321306 129.16000        32.29000
## INFO  [12:39:11.530] [bbotk]      6     8  905.7663     0.7200000 931.10566        32.29000
## INFO  [12:39:11.530] [bbotk]      1     8  886.0000     0.7200000  77.99185        32.29000
## INFO  [12:39:11.530] [bbotk]      1     3 1007.1552     0.7200000 129.16000        32.86189
## INFO  [12:39:11.530] [bbotk]     10     3  886.0000     0.7200000 173.26751        32.29000
## INFO  [12:39:11.530] [bbotk]      1     5  886.0000     0.7200000 129.16000        23.65912
## INFO  [12:39:11.530] [bbotk]      1     5  886.0000     0.7361828 129.16000        32.29000
## INFO  [12:39:11.530] [bbotk]  medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO  [12:39:11.530] [bbotk]           31.50422         33.05000         30.48000  18  NA  341        0.05
## INFO  [12:39:11.530] [bbotk]           32.81500         33.05000         32.43565  18  NA  342        0.15
## INFO  [12:39:11.530] [bbotk]           32.81500         30.50560         23.10127  18  NA  343        0.05
## INFO  [12:39:11.530] [bbotk]           32.81500         33.05000         29.53374  18  NA  344        0.00
## INFO  [12:39:11.530] [bbotk]           32.81500         33.05000         30.48000  18  NA  345        0.10
## INFO  [12:39:11.530] [bbotk]           32.73846         33.05000         30.48000  18  NA  346        0.15
## INFO  [12:39:11.530] [bbotk]           30.73173         31.49895         28.65118  18  NA  347        0.10
## INFO  [12:39:11.530] [bbotk]           26.85283         33.05000         23.34119  18  NA  348        0.30
## INFO  [12:39:11.530] [bbotk]           32.81500         33.05000         24.21400  18  NA  349        0.30
## INFO  [12:39:11.530] [bbotk]           33.03489         33.05000         27.57256  18  NA  350        0.00
## INFO  [12:39:11.530] [bbotk]           32.81500         33.05000         30.48000  18  NA  351        0.05
## INFO  [12:39:11.530] [bbotk]           32.81500         34.35935         30.48000  18  NA  352        0.05
## INFO  [12:39:11.530] [bbotk]           32.81500         39.60105         29.97047  18  NA  353        0.05
## INFO  [12:39:11.530] [bbotk]           29.56091         29.53366         30.48000  18  NA  354        0.20
## INFO  [12:39:11.530] [bbotk]           32.81500         32.36305         29.36187  18  NA  355        0.00
## INFO  [12:39:11.530] [bbotk]           32.81500         34.87400         30.48000  18  NA  356        0.25
## INFO  [12:39:11.530] [bbotk]           24.73623         33.05000         30.70450  18  NA  357        0.00
## INFO  [12:39:11.530] [bbotk]           32.81500         30.92837         29.08734  18  NA  358        0.00
## INFO  [12:39:11.530] [bbotk]           32.81500         33.05000         32.08542  18  NA  359        0.15
## INFO  [12:39:11.530] [bbotk]           32.81500         32.49791         22.16373  18  NA  360        0.15
## INFO  [12:39:11.530] [bbotk]  dist_x_interest no_changed dist_train
## INFO  [12:39:11.530] [bbotk]      0.073670824          3  0.1648763
## INFO  [12:39:11.530] [bbotk]      0.012367951          3  0.1620635
## INFO  [12:39:11.530] [bbotk]      0.103880448          3  0.1918654
## INFO  [12:39:11.530] [bbotk]      0.010996142          2  0.1533449
## INFO  [12:39:11.530] [bbotk]      0.080038153          2  0.1214358
## INFO  [12:39:11.530] [bbotk]      0.026831206          4  0.1754427
## INFO  [12:39:11.530] [bbotk]      0.056664399          5  0.1560306
## INFO  [12:39:11.530] [bbotk]      0.064264087          3  0.1807513
## INFO  [12:39:11.530] [bbotk]      0.116969844          3  0.2450512
## INFO  [12:39:11.530] [bbotk]      0.021958594          3  0.1570444
## INFO  [12:39:11.530] [bbotk]      0.089517449          2  0.1804770
## INFO  [12:39:11.530] [bbotk]      0.011083841          2  0.1594461
## INFO  [12:39:11.530] [bbotk]      0.023586125          3  0.1688191
## INFO  [12:39:11.530] [bbotk]      0.112594832          5  0.1901596
## INFO  [12:39:11.530] [bbotk]      0.123217243          5  0.2580162
## INFO  [12:39:11.530] [bbotk]      0.008849112          2  0.1545558
## INFO  [12:39:11.530] [bbotk]      0.136555474          5  0.2253320
## INFO  [12:39:11.530] [bbotk]      0.133994414          5  0.2219794
## INFO  [12:39:11.530] [bbotk]      0.102269280          3  0.1932288
## INFO  [12:39:11.530] [bbotk]      0.105034982          4  0.1897520
## INFO  [12:39:11.747] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:11.876] [bbotk] Result of batch 19:
## INFO  [12:39:11.881] [bbotk]  heatF laneF   pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO  [12:39:11.881] [bbotk]      1     8 944.1986     0.7324382  129.1600        32.29000          32.81500
## INFO  [12:39:11.881] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          34.56133
## INFO  [12:39:11.881] [bbotk]      1     8 886.0000     0.7200000  129.1600        34.02161          32.81500
## INFO  [12:39:11.881] [bbotk]      1     8 905.7663     0.7200000  129.1600        32.13768          32.81500
## INFO  [12:39:11.881] [bbotk]      1     8 888.1791     0.7200000  129.1600        23.53475          32.81500
## INFO  [12:39:11.881] [bbotk]      1     8 886.0000     0.7200000  559.4869        32.29000          32.81500
## INFO  [12:39:11.881] [bbotk]      1     8 903.5941     0.7378105  129.1600        32.29000          32.81500
## INFO  [12:39:11.881] [bbotk]      1     3 886.0000     0.7176551  129.1600        32.29000          32.81500
## INFO  [12:39:11.881] [bbotk]      1     8 905.7518     0.7200000  129.1600        31.48910          32.81500
## INFO  [12:39:11.881] [bbotk]      8     8 949.9782     0.6944187  129.1600        32.29000          32.81500
## INFO  [12:39:11.881] [bbotk]      1     8 886.0000     0.7185497  129.1600        32.29000          21.61857
## INFO  [12:39:11.881] [bbotk]      1     6 886.0000     0.7200000  129.1600        30.10490          28.81008
## INFO  [12:39:11.881] [bbotk]      1     8 904.2748     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:11.881] [bbotk]      7     8 961.8463     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:11.881] [bbotk]      3     8 886.0000     0.7200000  129.1600        24.23157          32.81500
## INFO  [12:39:11.881] [bbotk]      1     6 901.5126     0.7200000  129.1600        32.29000          33.84153
## INFO  [12:39:11.881] [bbotk]      9     4 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:11.881] [bbotk]      1     8 906.8968     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:11.881] [bbotk]      3     1 886.0000     0.7417036  129.1600        32.29000          32.81500
## INFO  [12:39:11.881] [bbotk]      1     8 886.0000     0.7155460  898.5325        32.29000          30.97931
## INFO  [12:39:11.881] [bbotk]  maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO  [12:39:11.881] [bbotk]          33.05000         29.74590  19  NA  361        0.00     0.026349533
## INFO  [12:39:11.881] [bbotk]          33.05000         28.55935  19  NA  362        0.25     0.016436217
## INFO  [12:39:11.881] [bbotk]          33.03340         30.48000  19  NA  363        0.15     0.007147460
## INFO  [12:39:11.881] [bbotk]          33.05000         30.48000  19  NA  364        0.05     0.007628524
## INFO  [12:39:11.881] [bbotk]          33.05000         30.48000  19  NA  365        0.10     0.036649199
## INFO  [12:39:11.881] [bbotk]          33.05000         30.48000  19  NA  366        0.05     0.026627689
## INFO  [12:39:11.881] [bbotk]          33.05000         30.48000  19  NA  367        0.10     0.009144832
## INFO  [12:39:11.881] [bbotk]          30.50560         30.48000  19  NA  368        0.00     0.067134172
## INFO  [12:39:11.881] [bbotk]          22.10102         28.26134  19  NA  369        0.15     0.055558539
## INFO  [12:39:11.881] [bbotk]          33.05000         30.48000  19  NA  370        0.05     0.085674701
## INFO  [12:39:11.881] [bbotk]          24.31591         30.95422  19  NA  371        0.25     0.073251156
## INFO  [12:39:11.881] [bbotk]          33.05000         30.48000  19  NA  372        0.05     0.083307147
## INFO  [12:39:11.881] [bbotk]          33.05000         31.65216  19  NA  373        0.10     0.012374083
## INFO  [12:39:11.881] [bbotk]          39.06877         26.48545  19  NA  374        0.00     0.124553123
## INFO  [12:39:11.881] [bbotk]          33.05000         30.48000  19  NA  375        0.10     0.091845144
## INFO  [12:39:11.881] [bbotk]          33.05000         30.48000  19  NA  376        0.05     0.068301027
## INFO  [12:39:11.881] [bbotk]          33.05000         25.48830  19  NA  377        0.05     0.142765057
## INFO  [12:39:11.881] [bbotk]          33.05000         29.67850  19  NA  378        0.00     0.011438077
## INFO  [12:39:11.881] [bbotk]          33.05000         30.48000  19  NA  379        0.20     0.121193395
## INFO  [12:39:11.881] [bbotk]          29.12123         24.69395  19  NA  380        0.15     0.096808782
## INFO  [12:39:11.881] [bbotk]  no_changed dist_train
## INFO  [12:39:11.881] [bbotk]           3  0.1577888
## INFO  [12:39:11.881] [bbotk]           2  0.1626243
## INFO  [12:39:11.881] [bbotk]           2  0.1571764
## INFO  [12:39:11.881] [bbotk]           2  0.1559942
## INFO  [12:39:11.881] [bbotk]           2  0.1794898
## INFO  [12:39:11.881] [bbotk]           1  0.1766566
## INFO  [12:39:11.881] [bbotk]           2  0.1544884
## INFO  [12:39:11.881] [bbotk]           3  0.1583396
## INFO  [12:39:11.881] [bbotk]           4  0.1693250
## INFO  [12:39:11.881] [bbotk]           3  0.2161420
## INFO  [12:39:11.881] [bbotk]           4  0.2004538
## INFO  [12:39:11.881] [bbotk]           3  0.1742667
## INFO  [12:39:11.881] [bbotk]           2  0.1609856
## INFO  [12:39:11.881] [bbotk]           4  0.2470768
## INFO  [12:39:11.881] [bbotk]           2  0.2362300
## INFO  [12:39:11.881] [bbotk]           3  0.1574686
## INFO  [12:39:11.881] [bbotk]           3  0.1974388
## INFO  [12:39:11.881] [bbotk]           2  0.1529030
## INFO  [12:39:11.881] [bbotk]           3  0.1503073
## INFO  [12:39:11.881] [bbotk]           5  0.2154457
## INFO  [12:39:12.096] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:12.225] [bbotk] Result of batch 20:
## INFO  [12:39:12.230] [bbotk]  heatF laneF    pointP reactiontimeP swimtimeP mediaParcialesP
## INFO  [12:39:12.230] [bbotk]      1     6  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:12.230] [bbotk]      1     8  886.0000     0.6930592  129.1600        32.29000
## INFO  [12:39:12.230] [bbotk]      1     8  886.0000     0.7200000  129.1600        22.22403
## INFO  [12:39:12.230] [bbotk]      1     8  904.2748     0.7200000  129.1600        32.29000
## INFO  [12:39:12.230] [bbotk]      1     8  944.1986     0.7324382  129.1600        32.29000
## INFO  [12:39:12.230] [bbotk]      8     8  905.7663     0.7128361  129.1600        32.29000
## INFO  [12:39:12.230] [bbotk]     10     8 1008.8818     0.7200000  129.1600        33.01324
## INFO  [12:39:12.230] [bbotk]      1     8  885.7929     0.7200000  129.1600        32.29000
## INFO  [12:39:12.230] [bbotk]      1     6  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:12.230] [bbotk]      1     8  906.9503     0.7200000  129.1600        23.65912
## INFO  [12:39:12.230] [bbotk]      1     8  886.0000     0.7200000  374.7487        23.53475
## INFO  [12:39:12.230] [bbotk]      1     0  892.6236     0.7200000  185.5239        32.29000
## INFO  [12:39:12.230] [bbotk]      1     8  886.0000     0.7037205  886.8550        32.29000
## INFO  [12:39:12.230] [bbotk]      1     8  888.8945     0.7200000  129.1600        32.29000
## INFO  [12:39:12.230] [bbotk]      1     8  886.0000     0.7166689  129.1600        32.29000
## INFO  [12:39:12.230] [bbotk]      1     5  962.4955     0.7200000  129.1600        32.29000
## INFO  [12:39:12.230] [bbotk]      1     8  961.7913     0.7200000  129.1600        32.29000
## INFO  [12:39:12.230] [bbotk]      1     3  875.9115     0.7200000  129.1600        32.29000
## INFO  [12:39:12.230] [bbotk]      1     8  943.6037     0.7192652  222.0353        34.69393
## INFO  [12:39:12.230] [bbotk]      1     8  886.0000     0.7376869  129.1600        32.29000
## INFO  [12:39:12.230] [bbotk]  medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO  [12:39:12.230] [bbotk]           32.81500         32.50407         28.28801  20  NA  381        0.10
## INFO  [12:39:12.230] [bbotk]           32.32616         30.50560         30.48000  20  NA  382        0.00
## INFO  [12:39:12.230] [bbotk]           32.81500         33.05000         28.92577  20  NA  383        0.20
## INFO  [12:39:12.230] [bbotk]           32.81500         33.05000         27.57256  20  NA  384        0.00
## INFO  [12:39:12.230] [bbotk]           32.81500         33.05000         29.74590  20  NA  385        0.00
## INFO  [12:39:12.230] [bbotk]           32.81500         33.05000         29.85064  20  NA  386        0.00
## INFO  [12:39:12.230] [bbotk]           35.33621         33.05000         21.84109  20  NA  387        0.20
## INFO  [12:39:12.230] [bbotk]           30.53391         33.05000         29.67364  20  NA  388        0.00
## INFO  [12:39:12.230] [bbotk]           25.90668         26.86213         25.77734  20  NA  389        0.05
## INFO  [12:39:12.230] [bbotk]           32.81500         33.05000         28.65118  20  NA  390        0.00
## INFO  [12:39:12.230] [bbotk]           32.81500         33.05000         29.53374  20  NA  391        0.10
## INFO  [12:39:12.230] [bbotk]           32.81500         33.05000         26.18343  20  NA  392        0.15
## INFO  [12:39:12.230] [bbotk]           32.81500         33.05000         28.70677  20  NA  393        0.15
## INFO  [12:39:12.230] [bbotk]           32.81500         33.05000         30.48000  20  NA  394        0.10
## INFO  [12:39:12.230] [bbotk]           32.81500         33.05000         30.48000  20  NA  395        0.10
## INFO  [12:39:12.230] [bbotk]           32.81500         33.05000         30.48000  20  NA  396        0.05
## INFO  [12:39:12.230] [bbotk]           32.81500         33.05000         30.48000  20  NA  397        0.10
## INFO  [12:39:12.230] [bbotk]           32.81500         33.05000         30.48000  20  NA  398        0.00
## INFO  [12:39:12.230] [bbotk]           32.81500         33.05057         29.95920  20  NA  399        0.15
## INFO  [12:39:12.230] [bbotk]           32.81500         34.59391         30.48000  20  NA  400        0.20
## INFO  [12:39:12.230] [bbotk]  dist_x_interest no_changed dist_train
## INFO  [12:39:12.230] [bbotk]      0.071554473          3  0.1595395
## INFO  [12:39:12.230] [bbotk]      0.014225115          3  0.1522620
## INFO  [12:39:12.230] [bbotk]      0.049068860          2  0.1778121
## INFO  [12:39:12.230] [bbotk]      0.021105928          2  0.1561918
## INFO  [12:39:12.230] [bbotk]      0.026349533          3  0.1577888
## INFO  [12:39:12.230] [bbotk]      0.070165370          4  0.2118227
## INFO  [12:39:12.230] [bbotk]      0.158578314          5  0.2811020
## INFO  [12:39:12.230] [bbotk]      0.012976178          3  0.1515117
## INFO  [12:39:12.230] [bbotk]      0.128554189          4  0.1887376
## INFO  [12:39:12.230] [bbotk]      0.051993846          3  0.1652273
## INFO  [12:39:12.230] [bbotk]      0.055835055          3  0.1906969
## INFO  [12:39:12.230] [bbotk]      0.086278488          4  0.1728460
## INFO  [12:39:12.230] [bbotk]      0.058467353          3  0.2011848
## INFO  [12:39:12.230] [bbotk]      0.001025687          1  0.1496372
## INFO  [12:39:12.230] [bbotk]      0.000544291          1  0.1505733
## INFO  [12:39:12.230] [bbotk]      0.085930381          2  0.1757184
## INFO  [12:39:12.230] [bbotk]      0.026857305          1  0.1656845
## INFO  [12:39:12.230] [bbotk]      0.062398487          2  0.1536039
## INFO  [12:39:12.230] [bbotk]      0.038752528          6  0.1720984
## INFO  [12:39:12.230] [bbotk]      0.007700295          2  0.1542120
## INFO  [12:39:12.442] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:12.574] [bbotk] Result of batch 21:
## INFO  [12:39:12.579] [bbotk]  heatF laneF   pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO  [12:39:12.579] [bbotk]      1     8 886.0000     0.7200000 129.16000        32.29000          32.81500
## INFO  [12:39:12.579] [bbotk]      1     8 886.0000     0.7200000 129.16000        32.29000          32.81500
## INFO  [12:39:12.579] [bbotk]      3     8 886.0000     0.7200000 129.16000        29.45579          36.12067
## INFO  [12:39:12.579] [bbotk]      1     2 870.1760     0.7519477 686.95204        32.29000          32.81500
## INFO  [12:39:12.579] [bbotk]      1     8 882.7238     0.7200000 129.16000        34.10166          32.81500
## INFO  [12:39:12.579] [bbotk]      1     8 886.0000     0.7200000 129.16000        32.29000          32.81500
## INFO  [12:39:12.579] [bbotk]      7     6 864.2219     0.7200000 129.16000        32.29000          32.44401
## INFO  [12:39:12.579] [bbotk]      1     8 888.0130     0.7200000 129.16000        32.29000          32.81500
## INFO  [12:39:12.579] [bbotk]      1     8 906.9503     0.7433827 290.34660        27.67983          32.81500
## INFO  [12:39:12.579] [bbotk]      1     5 944.1986     0.7200000 696.91387        27.20831          32.81500
## INFO  [12:39:12.579] [bbotk]      1     1 924.6885     0.7200000 129.16000        32.29000          33.94854
## INFO  [12:39:12.579] [bbotk]      1     9 911.3867     0.7200000 129.16000        32.29000          26.62586
## INFO  [12:39:12.579] [bbotk]      1     1 886.0000     0.7200000  26.01064        32.29000          32.81500
## INFO  [12:39:12.579] [bbotk]      1     8 870.7450     0.7200000 812.35607        26.51321          32.81500
## INFO  [12:39:12.579] [bbotk]      1     3 886.0000     0.7200000 129.16000        32.29000          32.81500
## INFO  [12:39:12.579] [bbotk]      1     8 886.0000     0.7098786 788.20668        32.29000          32.81500
## INFO  [12:39:12.579] [bbotk]      1     8 906.3288     0.7200000 129.16000        32.29000          32.99338
## INFO  [12:39:12.579] [bbotk]      1     8 936.5701     0.7200000 129.16000        32.29000          32.70116
## INFO  [12:39:12.579] [bbotk]      1     8 905.7663     0.7200000 129.16000        25.72655          25.64448
## INFO  [12:39:12.579] [bbotk]      1     8 886.0000     0.7200000 129.16000        32.29000          33.86641
## INFO  [12:39:12.579] [bbotk]  maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO  [12:39:12.579] [bbotk]          33.05000         30.48000  21  NA  401        0.10     0.000000000
## INFO  [12:39:12.579] [bbotk]          33.05000         30.48000  21  NA  402        0.10     0.000000000
## INFO  [12:39:12.579] [bbotk]          39.70985         30.48000  21  NA  403        0.20     0.104005381
## INFO  [12:39:12.579] [bbotk]          33.05000         30.48000  21  NA  404        0.15     0.104166045
## INFO  [12:39:12.579] [bbotk]          33.05000         30.48000  21  NA  405        0.15     0.008584722
## INFO  [12:39:12.579] [bbotk]          33.05000         30.48000  21  NA  406        0.10     0.000000000
## INFO  [12:39:12.579] [bbotk]          32.13574         30.52105  21  NA  407        0.10     0.129857912
## INFO  [12:39:12.579] [bbotk]          33.05000         29.58526  21  NA  408        0.10     0.005215594
## INFO  [12:39:12.579] [bbotk]          33.05000         30.48000  21  NA  409        0.10     0.040109917
## INFO  [12:39:12.579] [bbotk]          33.05000         31.33104  21  NA  410        0.05     0.139684061
## INFO  [12:39:12.579] [bbotk]          33.05000         23.30864  21  NA  411        0.05     0.113014500
## INFO  [12:39:12.579] [bbotk]          28.35859         23.96448  21  NA  412        0.35     0.139221260
## INFO  [12:39:12.579] [bbotk]          21.42877         27.03216  21  NA  413        0.15     0.118763253
## INFO  [12:39:12.579] [bbotk]          33.05000         22.53969  21  NA  414        0.25     0.111307687
## INFO  [12:39:12.579] [bbotk]          30.50560         30.48000  21  NA  415        0.00     0.066751011
## INFO  [12:39:12.579] [bbotk]          33.05000         28.73780  21  NA  416        0.15     0.051200854
## INFO  [12:39:12.579] [bbotk]          33.05000         27.62475  21  NA  417        0.00     0.022262857
## INFO  [12:39:12.579] [bbotk]          33.05000         28.56998  21  NA  418        0.00     0.027972520
## INFO  [12:39:12.579] [bbotk]          33.05000         30.48000  21  NA  419        0.05     0.061704456
## INFO  [12:39:12.579] [bbotk]          33.05000         30.48000  21  NA  420        0.15     0.004076952
## INFO  [12:39:12.579] [bbotk]  no_changed dist_train
## INFO  [12:39:12.579] [bbotk]           0  0.1500290
## INFO  [12:39:12.579] [bbotk]           0  0.1500290
## INFO  [12:39:12.579] [bbotk]           4  0.2447223
## INFO  [12:39:12.579] [bbotk]           4  0.1921035
## INFO  [12:39:12.579] [bbotk]           2  0.1586137
## INFO  [12:39:12.579] [bbotk]           0  0.1500290
## INFO  [12:39:12.579] [bbotk]           6  0.2210633
## INFO  [12:39:12.579] [bbotk]           2  0.1506067
## INFO  [12:39:12.579] [bbotk]           4  0.1696469
## INFO  [12:39:12.579] [bbotk]           5  0.2292262
## INFO  [12:39:12.579] [bbotk]           4  0.1401381
## INFO  [12:39:12.579] [bbotk]           5  0.1901771
## INFO  [12:39:12.579] [bbotk]           4  0.1479099
## INFO  [12:39:12.579] [bbotk]           4  0.2393891
## INFO  [12:39:12.579] [bbotk]           2  0.1579564
## INFO  [12:39:12.579] [bbotk]           3  0.1959307
## INFO  [12:39:12.579] [bbotk]           3  0.1558930
## INFO  [12:39:12.579] [bbotk]           3  0.1496133
## INFO  [12:39:12.579] [bbotk]           3  0.1691251
## INFO  [12:39:12.579] [bbotk]           1  0.1534855
## INFO  [12:39:12.812] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:12.952] [bbotk] Result of batch 22:
## INFO  [12:39:12.957] [bbotk]  heatF laneF   pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO  [12:39:12.957] [bbotk]      1     8 905.3834     0.7200000  129.1600        32.29000          33.37407
## INFO  [12:39:12.957] [bbotk]      1     9 906.7516     0.7200000  129.1600        23.65812          32.79874
## INFO  [12:39:12.957] [bbotk]      1     8 908.3657     0.6905773  129.1600        32.29000          32.81500
## INFO  [12:39:12.957] [bbotk]      1     2 880.9689     0.7444932  190.2461        30.23002          32.81500
## INFO  [12:39:12.957] [bbotk]      1     8 936.5701     0.7200000  129.1600        32.29000          32.70116
## INFO  [12:39:12.957] [bbotk]      1     8 904.2748     0.7200000  129.1600        32.29000          33.03489
## INFO  [12:39:12.957] [bbotk]      1     8 886.0000     0.7468697  314.7623        32.29000          34.49400
## INFO  [12:39:12.957] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:12.957] [bbotk]      1     8 886.0000     0.7200000  129.1600        34.64214          32.81500
## INFO  [12:39:12.957] [bbotk]      1     5 886.0000     0.7200000  129.1600        34.27223          32.81500
## INFO  [12:39:12.957] [bbotk]     12     6 886.0000     0.7042366  129.1600        32.29000          30.69524
## INFO  [12:39:12.957] [bbotk]      5     8 886.0000     0.7200000  129.1600        24.82289          35.01714
## INFO  [12:39:12.957] [bbotk]      6     8 886.0000     0.7330147  129.1600        32.29000          32.81500
## INFO  [12:39:12.957] [bbotk]      1     3 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:12.957] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:12.957] [bbotk]      1     8 875.0290     0.7335673  129.1600        32.29000          32.81500
## INFO  [12:39:12.957] [bbotk]      1     0 906.2759     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:12.957] [bbotk]      1     5 886.0000     0.7335533  129.1600        32.29000          32.81500
## INFO  [12:39:12.957] [bbotk]      1     5 993.5966     0.7200000  129.1600        32.29000          21.51433
## INFO  [12:39:12.957] [bbotk]      5     4 886.0000     0.7420760  129.1600        35.12128          32.81500
## INFO  [12:39:12.957] [bbotk]  maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO  [12:39:12.957] [bbotk]          33.05000         28.40119  22  NA  421        0.00     0.019497010
## INFO  [12:39:12.957] [bbotk]          33.74235         21.54036  22  NA  422        0.10     0.148752517
## INFO  [12:39:12.957] [bbotk]          30.95111         28.49535  22  NA  423        0.00     0.029259204
## INFO  [12:39:12.957] [bbotk]          33.45082         30.48000  22  NA  424        0.20     0.078078530
## INFO  [12:39:12.957] [bbotk]          33.05000         30.48000  22  NA  425        0.10     0.018361378
## INFO  [12:39:12.957] [bbotk]          33.05000         30.48000  22  NA  426        0.05     0.007328503
## INFO  [12:39:12.957] [bbotk]          33.74129         30.48000  22  NA  427        0.25     0.024539483
## INFO  [12:39:12.957] [bbotk]          33.05000         27.38957  22  NA  428        0.20     0.015550911
## INFO  [12:39:12.957] [bbotk]          37.35707         30.48000  22  NA  429        0.15     0.023057870
## INFO  [12:39:12.957] [bbotk]          24.89120         28.37928  22  NA  430        0.15     0.102936965
## INFO  [12:39:12.957] [bbotk]          33.05000         30.48000  22  NA  431        0.00     0.128442414
## INFO  [12:39:12.957] [bbotk]          33.05000         29.57605  22  NA  432        0.20     0.102509760
## INFO  [12:39:12.957] [bbotk]          33.05000         23.77118  22  NA  433        0.20     0.094708578
## INFO  [12:39:12.957] [bbotk]          33.05000         30.48000  22  NA  434        0.00     0.058823529
## INFO  [12:39:12.957] [bbotk]          30.50560         30.48000  22  NA  435        0.10     0.007927481
## INFO  [12:39:12.957] [bbotk]          33.05000         30.48000  22  NA  436        0.10     0.006104541
## INFO  [12:39:12.957] [bbotk]          33.05000         30.48000  22  NA  437        0.05     0.066008461
## INFO  [12:39:12.957] [bbotk]          39.88711         30.48000  22  NA  438        0.05     0.082340193
## INFO  [12:39:12.957] [bbotk]          33.05000         30.48000  22  NA  439        0.05     0.140771023
## INFO  [12:39:12.957] [bbotk]          36.52143         26.61760  22  NA  440        0.15     0.163107351
## INFO  [12:39:12.957] [bbotk]  no_changed dist_train
## INFO  [12:39:12.957] [bbotk]           3  0.1537972
## INFO  [12:39:12.957] [bbotk]           6  0.2209245
## INFO  [12:39:12.957] [bbotk]           4  0.1387516
## INFO  [12:39:12.957] [bbotk]           6  0.1655209
## INFO  [12:39:12.957] [bbotk]           2  0.1563057
## INFO  [12:39:12.957] [bbotk]           2  0.1553196
## INFO  [12:39:12.957] [bbotk]           4  0.1704308
## INFO  [12:39:12.957] [bbotk]           1  0.1623594
## INFO  [12:39:12.957] [bbotk]           2  0.1591463
## INFO  [12:39:12.957] [bbotk]           4  0.1909219
## INFO  [12:39:12.957] [bbotk]           4  0.2196478
## INFO  [12:39:12.957] [bbotk]           4  0.2377973
## INFO  [12:39:12.957] [bbotk]           3  0.2382491
## INFO  [12:39:12.957] [bbotk]           1  0.1500290
## INFO  [12:39:12.957] [bbotk]           1  0.1579564
## INFO  [12:39:12.957] [bbotk]           2  0.1528655
## INFO  [12:39:12.957] [bbotk]           2  0.1557965
## INFO  [12:39:12.957] [bbotk]           3  0.1700284
## INFO  [12:39:12.957] [bbotk]           3  0.2305590
## INFO  [12:39:12.957] [bbotk]           6  0.1979403
## INFO  [12:39:13.167] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:13.317] [bbotk] Result of batch 23:
## INFO  [12:39:13.322] [bbotk]  heatF laneF   pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO  [12:39:13.322] [bbotk]      1     8 886.0000     0.7631969  129.1600        32.29000          32.44027
## INFO  [12:39:13.322] [bbotk]      8     2 877.6961     0.7550723  129.1600        32.29000          30.15456
## INFO  [12:39:13.322] [bbotk]      1     0 886.0000     0.7200000  361.7265        32.29000          35.24303
## INFO  [12:39:13.322] [bbotk]      1     3 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:13.322] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          32.70112
## INFO  [12:39:13.322] [bbotk]      1     8 872.6742     0.7200000  129.1600        32.29000          32.83307
## INFO  [12:39:13.322] [bbotk]      1     3 924.1340     0.7117707  129.1600        32.29000          32.81500
## INFO  [12:39:13.322] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:13.322] [bbotk]      1     4 906.3386     0.7533062  930.8208        32.29000          26.35365
## INFO  [12:39:13.322] [bbotk]      1     8 905.9072     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:13.322] [bbotk]      1     8 888.7721     0.7200000  129.1600        22.80354          35.66127
## INFO  [12:39:13.322] [bbotk]      6     8 881.6974     0.7200000  825.7872        32.29000          32.81500
## INFO  [12:39:13.322] [bbotk]     12     8 886.0000     0.7183436  400.1010        32.29000          32.81500
## INFO  [12:39:13.322] [bbotk]      1     8 886.0000     0.6951041  129.1600        32.29000          32.81500
## INFO  [12:39:13.322] [bbotk]     12     8 901.4894     0.6742349  129.1600        32.29000          32.81500
## INFO  [12:39:13.322] [bbotk]      1     3 931.6992     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:13.322] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:13.322] [bbotk]      1     8 886.0000     0.6713055  129.1600        29.38031          32.81500
## INFO  [12:39:13.322] [bbotk]      1     8 885.7929     0.7200000  556.6070        32.29000          30.53391
## INFO  [12:39:13.322] [bbotk]      2     8 971.6559     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:13.322] [bbotk]  maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO  [12:39:13.322] [bbotk]          33.05000         21.98004  23  NA  441        0.25     0.051282790
## INFO  [12:39:13.322] [bbotk]          31.94550         30.48000  23  NA  442        0.15     0.140077827
## INFO  [12:39:13.322] [bbotk]          38.23584         30.48000  23  NA  443        0.20     0.098786472
## INFO  [12:39:13.322] [bbotk]          30.50560         30.48000  23  NA  444        0.00     0.066751011
## INFO  [12:39:13.322] [bbotk]          30.20223         30.48000  23  NA  445        0.10     0.009314253
## INFO  [12:39:13.322] [bbotk]          38.79718         24.21571  23  NA  446        0.25     0.054220032
## INFO  [12:39:13.322] [bbotk]          33.05000         30.48000  23  NA  447        0.05     0.073681305
## INFO  [12:39:13.322] [bbotk]          33.05000         30.48000  23  NA  448        0.10     0.000000000
## INFO  [12:39:13.322] [bbotk]          33.05000         25.97466  23  NA  449        0.00     0.168803276
## INFO  [12:39:13.322] [bbotk]          33.05000         30.48000  23  NA  450        0.05     0.007054277
## INFO  [12:39:13.322] [bbotk]          33.05000         22.66397  23  NA  451        0.30     0.090222344
## INFO  [12:39:13.322] [bbotk]          33.05000         32.83982  23  NA  452        0.10     0.115328466
## INFO  [12:39:13.322] [bbotk]          34.55045         30.48000  23  NA  453        0.15     0.080534314
## INFO  [12:39:13.322] [bbotk]          33.05000         30.48000  23  NA  454        0.10     0.004067956
## INFO  [12:39:13.322] [bbotk]          33.05000         30.48000  23  NA  455        0.10     0.071790267
## INFO  [12:39:13.322] [bbotk]          33.05000         29.71437  23  NA  456        0.00     0.078870052
## INFO  [12:39:13.322] [bbotk]          33.05000         28.40119  23  NA  457        0.20     0.010460498
## INFO  [12:39:13.322] [bbotk]          33.05000         29.79699  23  NA  458        0.10     0.023316762
## INFO  [12:39:13.322] [bbotk]          33.05000         30.48000  23  NA  459        0.00     0.035368093
## INFO  [12:39:13.322] [bbotk]          39.65505         30.48000  23  NA  460        0.05     0.109755499
## INFO  [12:39:13.322] [bbotk]  no_changed dist_train
## INFO  [12:39:13.322] [bbotk]           3  0.1948233
## INFO  [12:39:13.322] [bbotk]           6  0.2280153
## INFO  [12:39:13.322] [bbotk]           4  0.1888198
## INFO  [12:39:13.322] [bbotk]           2  0.1579564
## INFO  [12:39:13.322] [bbotk]           2  0.1590632
## INFO  [12:39:13.322] [bbotk]           4  0.1969921
## INFO  [12:39:13.322] [bbotk]           3  0.1634693
## INFO  [12:39:13.322] [bbotk]           0  0.1500290
## INFO  [12:39:13.322] [bbotk]           6  0.1830826
## INFO  [12:39:13.322] [bbotk]           1  0.1556658
## INFO  [12:39:13.322] [bbotk]           4  0.2163390
## INFO  [12:39:13.322] [bbotk]           4  0.2653574
## INFO  [12:39:13.322] [bbotk]           4  0.2303140
## INFO  [12:39:13.322] [bbotk]           1  0.1540969
## INFO  [12:39:13.322] [bbotk]           3  0.2101978
## INFO  [12:39:13.322] [bbotk]           3  0.1654376
## INFO  [12:39:13.322] [bbotk]           1  0.1572690
## INFO  [12:39:13.322] [bbotk]           3  0.1449147
## INFO  [12:39:13.322] [bbotk]           3  0.1820187
## INFO  [12:39:13.322] [bbotk]           3  0.2407593
## INFO  [12:39:13.508] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:13.640] [bbotk] Result of batch 24:
## INFO  [12:39:13.658] [bbotk]  heatF laneF    pointP reactiontimeP swimtimeP mediaParcialesP
## INFO  [12:39:13.658] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:13.658] [bbotk]      1     3  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:13.658] [bbotk]      1     1  886.0000     0.6930592  129.1600        32.29000
## INFO  [12:39:13.658] [bbotk]      5     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:13.658] [bbotk]      1     5  886.0000     0.7200000  139.2860        35.61682
## INFO  [12:39:13.658] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:13.658] [bbotk]      1     8  904.2748     0.7200000  768.9500        32.29000
## INFO  [12:39:13.658] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:13.658] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:13.658] [bbotk]      1     8  886.0000     0.7324382  129.1600        32.29000
## INFO  [12:39:13.658] [bbotk]      1     8  875.9115     0.7200000  129.1600        32.29000
## INFO  [12:39:13.658] [bbotk]      1     8  903.5941     0.7200000  129.1600        32.29000
## INFO  [12:39:13.658] [bbotk]      1     8  886.0000     0.7200000  684.9149        32.29000
## INFO  [12:39:13.658] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:13.658] [bbotk]      8     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:13.658] [bbotk]      6     8  886.0000     0.7041149  129.1600        32.36160
## INFO  [12:39:13.658] [bbotk]      1     6  885.9921     0.7200000  129.1600        32.29000
## INFO  [12:39:13.658] [bbotk]      1     6 1004.3631     0.7200000  129.1600        21.62642
## INFO  [12:39:13.658] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:13.658] [bbotk]      1     3  974.3553     0.7200000  129.1600        32.29000
## INFO  [12:39:13.658] [bbotk]  medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO  [12:39:13.658] [bbotk]           32.81500         33.05000         30.48000  24  NA  461        0.10
## INFO  [12:39:13.658] [bbotk]           32.81500         30.50560         30.48000  24  NA  462        0.00
## INFO  [12:39:13.658] [bbotk]           32.81500         33.05000         25.18949  24  NA  463        0.15
## INFO  [12:39:13.658] [bbotk]           32.81500         33.05000         28.40119  24  NA  464        0.20
## INFO  [12:39:13.658] [bbotk]           32.81500         26.32670         27.57256  24  NA  465        0.15
## INFO  [12:39:13.658] [bbotk]           33.78547         24.33155         30.48000  24  NA  466        0.30
## INFO  [12:39:13.658] [bbotk]           33.03489         33.05000         26.30066  24  NA  467        0.00
## INFO  [12:39:13.658] [bbotk]           32.81500         33.05000         30.48000  24  NA  468        0.10
## INFO  [12:39:13.658] [bbotk]           32.81500         24.46914         30.48000  24  NA  469        0.30
## INFO  [12:39:13.658] [bbotk]           32.81500         33.05000         30.48000  24  NA  470        0.10
## INFO  [12:39:13.658] [bbotk]           32.81500         33.05000         30.48000  24  NA  471        0.10
## INFO  [12:39:13.658] [bbotk]           32.81500         33.05000         30.48000  24  NA  472        0.05
## INFO  [12:39:13.658] [bbotk]           32.81500         37.49229         30.48000  24  NA  473        0.05
## INFO  [12:39:13.658] [bbotk]           32.81500         33.05000         27.62475  24  NA  474        0.20
## INFO  [12:39:13.658] [bbotk]           33.15805         33.05000         25.44942  24  NA  475        0.15
## INFO  [12:39:13.658] [bbotk]           32.81500         33.05000         30.48000  24  NA  476        0.15
## INFO  [12:39:13.658] [bbotk]           30.53768         33.05000         29.67776  24  NA  477        0.00
## INFO  [12:39:13.658] [bbotk]           32.81500         33.05000         30.48000  24  NA  478        0.10
## INFO  [12:39:13.658] [bbotk]           32.81500         33.05000         30.48000  24  NA  479        0.10
## INFO  [12:39:13.658] [bbotk]           32.81500         33.05000         30.48000  24  NA  480        0.00
## INFO  [12:39:13.658] [bbotk]  dist_x_interest no_changed dist_train
## INFO  [12:39:13.658] [bbotk]      0.000000000          0  0.1500290
## INFO  [12:39:13.658] [bbotk]      0.066751011          2  0.1579564
## INFO  [12:39:13.658] [bbotk]      0.089847231          3  0.1190087
## INFO  [12:39:13.658] [bbotk]      0.069284027          2  0.2160925
## INFO  [12:39:13.658] [bbotk]      0.108660240          5  0.1966452
## INFO  [12:39:13.658] [bbotk]      0.030926783          2  0.1803353
## INFO  [12:39:13.658] [bbotk]      0.067947544          4  0.2030334
## INFO  [12:39:13.658] [bbotk]      0.000000000          0  0.1500290
## INFO  [12:39:13.658] [bbotk]      0.026734983          1  0.1767639
## INFO  [12:39:13.658] [bbotk]      0.002032382          1  0.1487934
## INFO  [12:39:13.658] [bbotk]      0.003574958          1  0.1536039
## INFO  [12:39:13.658] [bbotk]      0.006234613          1  0.1548461
## INFO  [12:39:13.658] [bbotk]      0.048229540          2  0.1946853
## INFO  [12:39:13.658] [bbotk]      0.014367479          1  0.1611760
## INFO  [12:39:13.658] [bbotk]      0.085467379          3  0.2316555
## INFO  [12:39:13.658] [bbotk]      0.061712520          3  0.2117415
## INFO  [12:39:13.658] [bbotk]      0.071693746          4  0.1596787
## INFO  [12:39:13.658] [bbotk]      0.144463470          3  0.2340056
## INFO  [12:39:13.658] [bbotk]      0.000000000          0  0.1500290
## INFO  [12:39:13.658] [bbotk]      0.090133006          2  0.1799210
## INFO  [12:39:13.866] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:14.011] [bbotk] Result of batch 25:
## INFO  [12:39:14.018] [bbotk]  heatF laneF    pointP reactiontimeP swimtimeP mediaParcialesP
## INFO  [12:39:14.018] [bbotk]      1     8  886.0000     0.7200000 939.36837        31.60801
## INFO  [12:39:14.018] [bbotk]     12     8  886.0000     0.7146545 129.16000        32.29000
## INFO  [12:39:14.018] [bbotk]      1     3  886.0000     0.7200000 306.98325        31.27316
## INFO  [12:39:14.018] [bbotk]      1     1 1007.0405     0.7200000 129.16000        35.57128
## INFO  [12:39:14.018] [bbotk]      1     8 1000.2480     0.7133952  51.71059        32.29000
## INFO  [12:39:14.018] [bbotk]      1     3  886.0000     0.7200000 129.16000        32.29000
## INFO  [12:39:14.018] [bbotk]      1     8  906.2949     0.7200000 129.16000        32.29000
## INFO  [12:39:14.018] [bbotk]      1     3  886.0000     0.7200000 835.26816        32.29000
## INFO  [12:39:14.018] [bbotk]      1     8  936.5701     0.7200000 129.16000        32.29000
## INFO  [12:39:14.018] [bbotk]      1     3  886.0000     0.7200000 129.16000        32.29000
## INFO  [12:39:14.018] [bbotk]      7     9  945.3178     0.7629065 891.47942        31.92997
## INFO  [12:39:14.018] [bbotk]      1     8  910.5541     0.6708531 193.46639        32.29000
## INFO  [12:39:14.018] [bbotk]      1     8  886.0000     0.7524453 804.20087        35.21899
## INFO  [12:39:14.018] [bbotk]      1     8  909.4358     0.6636173 129.16000        32.29000
## INFO  [12:39:14.018] [bbotk]      1     8  886.0000     0.7200000 129.16000        32.29000
## INFO  [12:39:14.018] [bbotk]      1     8  886.0000     0.7200000 129.16000        32.29000
## INFO  [12:39:14.018] [bbotk]      1     5  899.0593     0.7944632 129.16000        32.29000
## INFO  [12:39:14.018] [bbotk]      6     8  994.9866     0.7200000 129.16000        32.29000
## INFO  [12:39:14.018] [bbotk]      1     3  886.0000     0.7200000 129.16000        32.29000
## INFO  [12:39:14.018] [bbotk]      1     0  886.0000     0.7200000 573.72704        32.29000
## INFO  [12:39:14.018] [bbotk]  medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO  [12:39:14.018] [bbotk]           32.81500         33.05000         30.48000  25  NA  481        0.05
## INFO  [12:39:14.018] [bbotk]           30.53391         33.05000         23.50219  25  NA  482        0.20
## INFO  [12:39:14.018] [bbotk]           32.81500         33.05000         30.48000  25  NA  483        0.00
## INFO  [12:39:14.018] [bbotk]           32.81500         29.82132         30.48000  25  NA  484        0.20
## INFO  [12:39:14.018] [bbotk]           32.81487         33.05000         26.74483  25  NA  485        0.20
## INFO  [12:39:14.018] [bbotk]           32.81500         33.05000         30.48000  25  NA  486        0.00
## INFO  [12:39:14.018] [bbotk]           32.97096         33.05000         30.48000  25  NA  487        0.05
## INFO  [12:39:14.018] [bbotk]           32.82468         33.05000         28.34054  25  NA  488        0.05
## INFO  [12:39:14.018] [bbotk]           32.81500         33.05000         30.48000  25  NA  489        0.10
## INFO  [12:39:14.018] [bbotk]           32.81500         28.32625         30.48000  25  NA  490        0.15
## INFO  [12:39:14.018] [bbotk]           25.95045         32.37996         30.48000  25  NA  491        0.05
## INFO  [12:39:14.018] [bbotk]           32.81500         35.81482         27.83130  25  NA  492        0.10
## INFO  [12:39:14.018] [bbotk]           32.81500         33.05000         30.48000  25  NA  493        0.15
## INFO  [12:39:14.018] [bbotk]           32.81500         33.05000         25.81493  25  NA  494        0.05
## INFO  [12:39:14.018] [bbotk]           32.81500         30.50560         30.48000  25  NA  495        0.10
## INFO  [12:39:14.018] [bbotk]           30.13057         33.05000         30.48000  25  NA  496        0.05
## INFO  [12:39:14.018] [bbotk]           32.81500         31.45545         26.33387  25  NA  497        0.00
## INFO  [12:39:14.018] [bbotk]           32.81500         38.90486         30.40232  25  NA  498        0.05
## INFO  [12:39:14.018] [bbotk]           32.81500         33.05000         30.48000  25  NA  499        0.00
## INFO  [12:39:14.018] [bbotk]           32.81500         33.05000         26.45473  25  NA  500        0.15
## INFO  [12:39:14.018] [bbotk]  dist_x_interest no_changed dist_train
## INFO  [12:39:14.018] [bbotk]      0.052928566          2  0.2027117
## INFO  [12:39:14.018] [bbotk]      0.103654188          4  0.2322544
## INFO  [12:39:14.018] [bbotk]      0.073993613          3  0.1649532
## INFO  [12:39:14.018] [bbotk]      0.125220633          4  0.1561851
## INFO  [12:39:14.018] [bbotk]      0.065152080          5  0.1769215
## INFO  [12:39:14.018] [bbotk]      0.058823529          1  0.1500290
## INFO  [12:39:14.018] [bbotk]      0.007796427          2  0.1557875
## INFO  [12:39:14.018] [bbotk]      0.113319147          4  0.2012291
## INFO  [12:39:14.018] [bbotk]      0.017919943          1  0.1567472
## INFO  [12:39:14.018] [bbotk]      0.073541104          2  0.1647465
## INFO  [12:39:14.018] [bbotk]      0.223029474          8  0.3093036
## INFO  [12:39:14.018] [bbotk]      0.042653019          5  0.1572275
## INFO  [12:39:14.018] [bbotk]      0.059073901          3  0.2058349
## INFO  [12:39:14.018] [bbotk]      0.040991983          3  0.1539944
## INFO  [12:39:14.018] [bbotk]      0.007927481          1  0.1579564
## INFO  [12:39:14.018] [bbotk]      0.010409219          1  0.1539318
## INFO  [12:39:14.018] [bbotk]      0.101449600          5  0.1847492
## INFO  [12:39:14.018] [bbotk]      0.116076435          4  0.2470803
## INFO  [12:39:14.018] [bbotk]      0.058823529          1  0.1500290
## INFO  [12:39:14.018] [bbotk]      0.106587324          3  0.1945723
## INFO  [12:39:14.260] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:14.392] [bbotk] Result of batch 26:
## INFO  [12:39:14.398] [bbotk]  heatF laneF    pointP reactiontimeP swimtimeP mediaParcialesP
## INFO  [12:39:14.398] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:14.398] [bbotk]      1     3  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:14.398] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:14.398] [bbotk]     10     3  886.0000     0.7200000  129.1600        30.50476
## INFO  [12:39:14.398] [bbotk]     12     8  904.2748     0.7200000  129.1600        32.29000
## INFO  [12:39:14.398] [bbotk]      1     2 1009.8508     0.7061875  553.7552        32.29000
## INFO  [12:39:14.398] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:14.398] [bbotk]      1     8  886.0000     0.7216688  129.1600        32.29000
## INFO  [12:39:14.398] [bbotk]      1     8  967.2302     0.7200000  129.1600        33.73111
## INFO  [12:39:14.398] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:14.398] [bbotk]      1     2  886.0000     0.6998547  462.5432        32.29000
## INFO  [12:39:14.398] [bbotk]      1     3  977.6068     0.7131794  253.2365        32.29000
## INFO  [12:39:14.398] [bbotk]      1     8  886.0000     0.7200000  235.4022        32.29000
## INFO  [12:39:14.398] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:14.398] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.66451
## INFO  [12:39:14.398] [bbotk]      1     8  906.8968     0.7200000  129.1600        32.29000
## INFO  [12:39:14.398] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:14.398] [bbotk]     12     8  891.1165     0.7361814  129.1600        32.29000
## INFO  [12:39:14.398] [bbotk]      2     8  886.0000     0.6915667  129.1600        32.29000
## INFO  [12:39:14.398] [bbotk]      1     8  901.4210     0.7183193  129.1600        32.29000
## INFO  [12:39:14.398] [bbotk]  medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO  [12:39:14.398] [bbotk]           32.81500         33.05000         30.48000  26  NA  501        0.10
## INFO  [12:39:14.398] [bbotk]           32.81500         33.05000         30.48000  26  NA  502        0.00
## INFO  [12:39:14.398] [bbotk]           32.81500         32.09000         30.48000  26  NA  503        0.15
## INFO  [12:39:14.398] [bbotk]           33.33736         33.05000         29.13918  26  NA  504        0.05
## INFO  [12:39:14.398] [bbotk]           33.03489         33.05000         30.48000  26  NA  505        0.05
## INFO  [12:39:14.398] [bbotk]           32.81500         33.05000         30.48000  26  NA  506        0.05
## INFO  [12:39:14.398] [bbotk]           32.96824         33.05000         26.61760  26  NA  507        0.20
## INFO  [12:39:14.398] [bbotk]           25.14001         33.05000         30.48000  26  NA  508        0.10
## INFO  [12:39:14.398] [bbotk]           23.01487         33.05000         29.53374  26  NA  509        0.00
## INFO  [12:39:14.398] [bbotk]           32.81500         33.05000         30.48000  26  NA  510        0.10
## INFO  [12:39:14.398] [bbotk]           32.81500         33.05000         30.48000  26  NA  511        0.20
## INFO  [12:39:14.398] [bbotk]           33.33633         33.19936         30.48000  26  NA  512        0.00
## INFO  [12:39:14.398] [bbotk]           32.81500         33.76302         30.48000  26  NA  513        0.15
## INFO  [12:39:14.398] [bbotk]           32.81500         33.05000         30.48000  26  NA  514        0.10
## INFO  [12:39:14.398] [bbotk]           32.81500         33.05000         22.41752  26  NA  515        0.20
## INFO  [12:39:14.398] [bbotk]           32.81500         33.05000         29.67850  26  NA  516        0.00
## INFO  [12:39:14.398] [bbotk]           33.15228         33.05000         22.88281  26  NA  517        0.20
## INFO  [12:39:14.398] [bbotk]           31.31300         33.05000         29.34221  26  NA  518        0.05
## INFO  [12:39:14.398] [bbotk]           22.57782         35.89460         28.55183  26  NA  519        0.10
## INFO  [12:39:14.398] [bbotk]           32.81500         33.05631         28.42532  26  NA  520        0.00
## INFO  [12:39:14.398] [bbotk]  dist_x_interest no_changed dist_train
## INFO  [12:39:14.398] [bbotk]      0.000000000          0  0.1500290
## INFO  [12:39:14.398] [bbotk]      0.058823529          1  0.1500290
## INFO  [12:39:14.398] [bbotk]      0.002991015          1  0.1530200
## INFO  [12:39:14.398] [bbotk]      0.133735011          5  0.2208537
## INFO  [12:39:14.398] [bbotk]      0.066152033          3  0.2141431
## INFO  [12:39:14.398] [bbotk]      0.131241100          4  0.2210291
## INFO  [12:39:14.398] [bbotk]      0.020029599          2  0.1662177
## INFO  [12:39:14.398] [bbotk]      0.030033375          2  0.1714189
## INFO  [12:39:14.398] [bbotk]      0.077452714          4  0.1838014
## INFO  [12:39:14.398] [bbotk]      0.000000000          0  0.1500290
## INFO  [12:39:14.398] [bbotk]      0.082744275          3  0.1739497
## INFO  [12:39:14.398] [bbotk]      0.102564126          6  0.1914825
## INFO  [12:39:14.398] [bbotk]      0.008795543          2  0.1585752
## INFO  [12:39:14.398] [bbotk]      0.000000000          0  0.1500290
## INFO  [12:39:14.398] [bbotk]      0.042104713          2  0.1889132
## INFO  [12:39:14.398] [bbotk]      0.011438077          2  0.1529030
## INFO  [12:39:14.398] [bbotk]      0.039536541          2  0.1857246
## INFO  [12:39:14.398] [bbotk]      0.074830068          5  0.2124461
## INFO  [12:39:14.398] [bbotk]      0.121730707          5  0.2375208
## INFO  [12:39:14.398] [bbotk]      0.016097901          4  0.1526571
## INFO  [12:39:14.882] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:15.008] [bbotk] Result of batch 27:
## INFO  [12:39:15.013] [bbotk]  heatF laneF   pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO  [12:39:15.013] [bbotk]      1     4 914.0050     0.7200000    129.16        33.08204          25.59948
## INFO  [12:39:15.013] [bbotk]      1     8 888.2376     0.6838757    129.16        32.29000          32.81500
## INFO  [12:39:15.013] [bbotk]      1     8 886.0000     0.7183309    129.16        32.29000          32.81500
## INFO  [12:39:15.013] [bbotk]      1     7 886.0000     0.7202436    129.16        32.29000          32.81500
## INFO  [12:39:15.013] [bbotk]      1     3 886.0000     0.7215242    129.16        32.29000          31.96320
## INFO  [12:39:15.013] [bbotk]      5     8 874.0378     0.6428092    129.16        32.29000          24.02398
## INFO  [12:39:15.013] [bbotk]      1     3 886.0000     0.7200000    129.16        32.29000          32.81500
## INFO  [12:39:15.013] [bbotk]      1     8 889.0970     0.7200000    129.16        32.29000          32.81500
## INFO  [12:39:15.013] [bbotk]      1     8 936.5701     0.7200000    129.16        32.29000          32.70116
## INFO  [12:39:15.013] [bbotk]      1     3 886.0000     0.7200000    129.16        32.29000          32.81500
## INFO  [12:39:15.013] [bbotk]      5     8 885.9572     0.7200000    129.16        33.35900          33.81357
## INFO  [12:39:15.013] [bbotk]      1     8 885.6636     0.7200000    129.16        32.29000          33.41617
## INFO  [12:39:15.013] [bbotk]      1     8 886.0000     0.7200000    129.16        34.47280          32.81500
## INFO  [12:39:15.013] [bbotk]      1     8 906.8968     0.7200000    129.16        32.29000          32.81500
## INFO  [12:39:15.013] [bbotk]      1     8 895.5750     0.7200000    129.16        23.69784          32.81500
## INFO  [12:39:15.013] [bbotk]      1     8 886.0000     0.7200000    129.16        32.29000          32.81500
## INFO  [12:39:15.013] [bbotk]      1     8 986.2501     0.7200000    129.16        29.99785          32.81500
## INFO  [12:39:15.013] [bbotk]      1     8 886.0000     0.7200000    129.16        32.29000          32.81500
## INFO  [12:39:15.013] [bbotk]      1     3 886.0000     0.7200000    129.16        32.29000          32.81500
## INFO  [12:39:15.013] [bbotk]      1     2 886.0000     0.7138850    129.16        32.29000          32.81500
## INFO  [12:39:15.013] [bbotk]  maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO  [12:39:15.013] [bbotk]          33.05000         28.90201  27  NA  521        0.00     0.107912371
## INFO  [12:39:15.013] [bbotk]          30.91986         30.48000  27  NA  522        0.05     0.013332377
## INFO  [12:39:15.013] [bbotk]          33.04775         29.64067  27  NA  523        0.10     0.004503215
## INFO  [12:39:15.013] [bbotk]          27.64942         30.48000  27  NA  524        0.20     0.075689676
## INFO  [12:39:15.013] [bbotk]          33.05000         30.48000  27  NA  525        0.00     0.062375555
## INFO  [12:39:15.013] [bbotk]          33.05000         30.48000  27  NA  526        0.10     0.109763563
## INFO  [12:39:15.013] [bbotk]          33.05000         30.48216  27  NA  527        0.00     0.058834407
## INFO  [12:39:15.013] [bbotk]          21.44134         30.48000  27  NA  528        0.25     0.037265980
## INFO  [12:39:15.013] [bbotk]          33.05000         28.56998  27  NA  529        0.00     0.027972520
## INFO  [12:39:15.013] [bbotk]          33.05000         30.48000  27  NA  530        0.00     0.058823529
## INFO  [12:39:15.013] [bbotk]          33.05000         29.65685  27  NA  531        0.15     0.071233335
## INFO  [12:39:15.013] [bbotk]          34.20654         30.48000  27  NA  532        0.15     0.006053676
## INFO  [12:39:15.013] [bbotk]          37.54319         24.59019  27  NA  533        0.30     0.052581128
## INFO  [12:39:15.013] [bbotk]          33.05000         29.67850  27  NA  534        0.00     0.011438077
## INFO  [12:39:15.013] [bbotk]          33.05000         30.48000  27  NA  535        0.10     0.038601724
## INFO  [12:39:15.013] [bbotk]          33.05000         30.48000  27  NA  536        0.10     0.000000000
## INFO  [12:39:15.013] [bbotk]          33.05000         26.67082  27  NA  537        0.10     0.064084795
## INFO  [12:39:15.013] [bbotk]          33.05000         30.48000  27  NA  538        0.10     0.000000000
## INFO  [12:39:15.013] [bbotk]          29.97400         30.48000  27  NA  539        0.00     0.068407267
## INFO  [12:39:15.013] [bbotk]          33.05000         30.48000  27  NA  540        0.20     0.059822709
## INFO  [12:39:15.013] [bbotk]  no_changed dist_train
## INFO  [12:39:15.013] [bbotk]           5  0.1335853
## INFO  [12:39:15.013] [bbotk]           3  0.1510087
## INFO  [12:39:15.013] [bbotk]           3  0.1513117
## INFO  [12:39:15.013] [bbotk]           3  0.1668155
## INFO  [12:39:15.013] [bbotk]           3  0.1530829
## INFO  [12:39:15.013] [bbotk]           4  0.2259233
## INFO  [12:39:15.013] [bbotk]           2  0.1500398
## INFO  [12:39:15.013] [bbotk]           2  0.1857033
## INFO  [12:39:15.013] [bbotk]           3  0.1496133
## INFO  [12:39:15.013] [bbotk]           1  0.1500290
## INFO  [12:39:15.013] [bbotk]           5  0.2174214
## INFO  [12:39:15.013] [bbotk]           3  0.1552130
## INFO  [12:39:15.013] [bbotk]           3  0.1886696
## INFO  [12:39:15.013] [bbotk]           2  0.1529030
## INFO  [12:39:15.013] [bbotk]           2  0.1762006
## INFO  [12:39:15.013] [bbotk]           0  0.1500290
## INFO  [12:39:15.013] [bbotk]           3  0.1678231
## INFO  [12:39:15.013] [bbotk]           0  0.1500290
## INFO  [12:39:15.013] [bbotk]           2  0.1596127
## INFO  [12:39:15.013] [bbotk]           2  0.1510281
## INFO  [12:39:15.235] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:15.375] [bbotk] Result of batch 28:
## INFO  [12:39:15.380] [bbotk]  heatF laneF   pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO  [12:39:15.380] [bbotk]      1     7 912.7289     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:15.380] [bbotk]      1     2 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:15.380] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:15.380] [bbotk]      1     5 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:15.380] [bbotk]      8     0 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:15.380] [bbotk]      1     9 868.5107     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:15.380] [bbotk]      1     2 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:15.380] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:15.380] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:15.380] [bbotk]     10     8 959.1647     0.7217514  129.1600        32.29000          23.51267
## INFO  [12:39:15.380] [bbotk]      3     8 875.5154     0.7200000  218.0711        32.29000          32.81500
## INFO  [12:39:15.380] [bbotk]      1     3 863.1226     0.7224898  476.4104        24.53165          32.81500
## INFO  [12:39:15.380] [bbotk]      1     0 903.8558     0.7182494  129.1600        32.29000          32.81500
## INFO  [12:39:15.380] [bbotk]      1     8 902.0160     0.7200000  927.0405        32.29000          31.92404
## INFO  [12:39:15.380] [bbotk]      7     4 886.0000     0.7345404  129.1600        27.44851          25.59948
## INFO  [12:39:15.380] [bbotk]      1     8 906.8968     0.7118377  794.6496        32.29000          32.81500
## INFO  [12:39:15.380] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:15.380] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:15.380] [bbotk]      3     6 886.0000     0.6702146  164.1044        25.07719          32.78140
## INFO  [12:39:15.380] [bbotk]      1     8 917.4891     0.7428604  129.1600        32.29000          32.81500
## INFO  [12:39:15.380] [bbotk]  maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO  [12:39:15.380] [bbotk]          33.05000         29.82998  28  NA  541        0.05      0.07156600
## INFO  [12:39:15.380] [bbotk]          30.85499         30.46734  28  NA  542        0.20      0.06572612
## INFO  [12:39:15.380] [bbotk]          33.05000         30.48000  28  NA  543        0.10      0.00000000
## INFO  [12:39:15.380] [bbotk]          24.00881         30.48000  28  NA  544        0.25      0.08699276
## INFO  [12:39:15.380] [bbotk]          33.05000         21.47198  28  NA  545        0.20      0.16297500
## INFO  [12:39:15.380] [bbotk]          38.94293         30.48000  28  NA  546        0.10      0.08338134
## INFO  [12:39:15.380] [bbotk]          33.05000         27.75898  28  NA  547        0.20      0.07251558
## INFO  [12:39:15.380] [bbotk]          33.05000         30.48000  28  NA  548        0.10      0.00000000
## INFO  [12:39:15.380] [bbotk]          33.05000         30.48000  28  NA  549        0.10      0.00000000
## INFO  [12:39:15.380] [bbotk]          33.05000         30.48000  28  NA  550        0.10      0.12110715
## INFO  [12:39:15.380] [bbotk]          33.05000         30.48000  28  NA  551        0.10      0.06804047
## INFO  [12:39:15.380] [bbotk]          24.51889         30.48000  28  NA  552        0.20      0.14719621
## INFO  [12:39:15.380] [bbotk]          33.05051         30.48000  28  NA  553        0.05      0.06543852
## INFO  [12:39:15.380] [bbotk]          33.76466         24.20488  28  NA  554        0.05      0.09230403
## INFO  [12:39:15.380] [bbotk]          33.05000         30.48000  28  NA  555        0.05      0.16784133
## INFO  [12:39:15.380] [bbotk]          32.57920         30.48000  28  NA  556        0.00      0.05138458
## INFO  [12:39:15.380] [bbotk]          29.41826         29.67850  28  NA  557        0.20      0.01534835
## INFO  [12:39:15.380] [bbotk]          33.05000         30.48000  28  NA  558        0.10      0.00000000
## INFO  [12:39:15.380] [bbotk]          32.08455         30.48000  28  NA  559        0.10      0.16063898
## INFO  [12:39:15.380] [bbotk]          28.56966         28.51141  28  NA  560        0.25      0.03875881
## INFO  [12:39:15.380] [bbotk]  no_changed dist_train
## INFO  [12:39:15.380] [bbotk]           3  0.1581335
## INFO  [12:39:15.380] [bbotk]           3  0.1568042
## INFO  [12:39:15.380] [bbotk]           0  0.1500290
## INFO  [12:39:15.380] [bbotk]           2  0.1781982
## INFO  [12:39:15.380] [bbotk]           3  0.2509600
## INFO  [12:39:15.380] [bbotk]           3  0.1743375
## INFO  [12:39:15.380] [bbotk]           2  0.1605006
## INFO  [12:39:15.380] [bbotk]           0  0.1500290
## INFO  [12:39:15.380] [bbotk]           0  0.1500290
## INFO  [12:39:15.380] [bbotk]           4  0.2369789
## INFO  [12:39:15.380] [bbotk]           3  0.2180694
## INFO  [12:39:15.380] [bbotk]           6  0.2373421
## INFO  [12:39:15.380] [bbotk]           4  0.1552233
## INFO  [12:39:15.380] [bbotk]           5  0.2220812
## INFO  [12:39:15.380] [bbotk]           5  0.2027506
## INFO  [12:39:15.380] [bbotk]           4  0.1953146
## INFO  [12:39:15.380] [bbotk]           2  0.1579143
## INFO  [12:39:15.380] [bbotk]           0  0.1500290
## INFO  [12:39:15.380] [bbotk]           7  0.2515985
## INFO  [12:39:15.380] [bbotk]           4  0.1507706
## INFO  [12:39:15.587] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:15.716] [bbotk] Result of batch 29:
## INFO  [12:39:15.722] [bbotk]  heatF laneF    pointP reactiontimeP swimtimeP mediaParcialesP
## INFO  [12:39:15.722] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:15.722] [bbotk]      1     8  901.4210     0.7183193  129.1600        32.29000
## INFO  [12:39:15.722] [bbotk]      7     8 1014.3111     0.7448970  129.1600        32.29000
## INFO  [12:39:15.722] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:15.722] [bbotk]      1     3  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:15.722] [bbotk]      1     7  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:15.722] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:15.722] [bbotk]      1     8  886.0000     0.7200000  517.5081        32.29000
## INFO  [12:39:15.722] [bbotk]      2     8  906.8968     0.7126659  129.1600        35.65552
## INFO  [12:39:15.722] [bbotk]      1     2  943.3959     0.7200000  129.1600        32.29000
## INFO  [12:39:15.722] [bbotk]      1     3  886.0000     0.7200000  129.1600        27.35331
## INFO  [12:39:15.722] [bbotk]      1     8  886.0000     0.7244939  129.1600        32.29000
## INFO  [12:39:15.722] [bbotk]      6     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:15.722] [bbotk]      1     3  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:15.722] [bbotk]      1     5  896.1120     0.7200000  829.9825        28.80761
## INFO  [12:39:15.722] [bbotk]      3     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:15.722] [bbotk]      1     9  885.7929     0.7200000  558.7033        30.08659
## INFO  [12:39:15.722] [bbotk]      1     8  906.8968     0.7118377  794.6496        32.29000
## INFO  [12:39:15.722] [bbotk]     11     8  958.3977     0.6761765  129.1600        32.28755
## INFO  [12:39:15.722] [bbotk]      1     8  906.6188     0.7200000  129.1600        32.29000
## INFO  [12:39:15.722] [bbotk]  medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO  [12:39:15.722] [bbotk]           32.81500         33.05000         28.49535  29  NA  561        0.20
## INFO  [12:39:15.722] [bbotk]           32.81500         38.75215         30.48000  29  NA  562        0.00
## INFO  [12:39:15.722] [bbotk]           29.82685         25.89280         30.48000  29  NA  563        0.25
## INFO  [12:39:15.722] [bbotk]           32.81500         33.05000         30.48000  29  NA  564        0.10
## INFO  [12:39:15.722] [bbotk]           25.59948         33.05000         30.48000  29  NA  565        0.00
## INFO  [12:39:15.722] [bbotk]           32.81500         22.58196         30.84356  29  NA  566        0.25
## INFO  [12:39:15.722] [bbotk]           32.81500         33.05000         30.48000  29  NA  567        0.10
## INFO  [12:39:15.722] [bbotk]           32.80684         33.05000         21.87349  29  NA  568        0.20
## INFO  [12:39:15.722] [bbotk]           32.81500         33.05000         32.10084  29  NA  569        0.15
## INFO  [12:39:15.722] [bbotk]           32.70116         33.05000         28.56998  29  NA  570        0.00
## INFO  [12:39:15.722] [bbotk]           32.81500         36.92084         30.48000  29  NA  571        0.05
## INFO  [12:39:15.722] [bbotk]           22.13875         27.79524         30.48000  29  NA  572        0.20
## INFO  [12:39:15.722] [bbotk]           25.20813         28.33946         30.48000  29  NA  573        0.20
## INFO  [12:39:15.722] [bbotk]           32.81500         33.05000         30.48000  29  NA  574        0.00
## INFO  [12:39:15.722] [bbotk]           32.49094         30.50560         30.48000  29  NA  575        0.00
## INFO  [12:39:15.722] [bbotk]           32.81500         33.05000         27.57256  29  NA  576        0.20
## INFO  [12:39:15.722] [bbotk]           26.18782         33.05000         27.86146  29  NA  577        0.10
## INFO  [12:39:15.722] [bbotk]           32.81500         32.57920         30.48000  29  NA  578        0.00
## INFO  [12:39:15.722] [bbotk]           32.81500         33.05000         30.48000  29  NA  579        0.10
## INFO  [12:39:15.722] [bbotk]           32.65367         34.08224         31.33173  29  NA  580        0.10
## INFO  [12:39:15.722] [bbotk]  dist_x_interest no_changed dist_train
## INFO  [12:39:15.722] [bbotk]      0.009986661          1  0.1567952
## INFO  [12:39:15.722] [bbotk]      0.023505083          3  0.1694116
## INFO  [12:39:15.722] [bbotk]      0.142246083          5  0.2444089
## INFO  [12:39:15.722] [bbotk]      0.000000000          0  0.1500290
## INFO  [12:39:15.722] [bbotk]      0.086802586          2  0.1780080
## INFO  [12:39:15.722] [bbotk]      0.093267737          3  0.1844732
## INFO  [12:39:15.722] [bbotk]      0.000000000          0  0.1500290
## INFO  [12:39:15.722] [bbotk]      0.067369350          3  0.2141779
## INFO  [12:39:15.722] [bbotk]      0.089373978          5  0.2268835
## INFO  [12:39:15.722] [bbotk]      0.089214853          4  0.1757824
## INFO  [12:39:15.722] [bbotk]      0.091113174          3  0.1818235
## INFO  [12:39:15.722] [bbotk]      0.058504767          3  0.1861814
## INFO  [12:39:15.722] [bbotk]      0.102996508          3  0.2306732
## INFO  [12:39:15.722] [bbotk]      0.058823529          1  0.1500290
## INFO  [12:39:15.722] [bbotk]      0.129226290          6  0.2187684
## INFO  [12:39:15.722] [bbotk]      0.073453620          2  0.2202621
## INFO  [12:39:15.722] [bbotk]      0.133379302          6  0.2091933
## INFO  [12:39:15.722] [bbotk]      0.051384576          4  0.1953146
## INFO  [12:39:15.722] [bbotk]      0.091649039          4  0.2161347
## INFO  [12:39:15.722] [bbotk]      0.015434029          4  0.1637963
## INFO  [12:39:15.893] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:16.020] [bbotk] Result of batch 30:
## INFO  [12:39:16.025] [bbotk]  heatF laneF   pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO  [12:39:16.025] [bbotk]      1     8 886.0000     0.7200000  767.9843        32.29000          24.52340
## INFO  [12:39:16.025] [bbotk]      1     3 984.3633     0.7200000  129.1600        32.29000          35.72400
## INFO  [12:39:16.025] [bbotk]      1     9 906.8968     0.7200000  129.1600        28.34310          32.81500
## INFO  [12:39:16.025] [bbotk]      1     8 886.0000     0.6930592  129.1600        32.29000          32.81500
## INFO  [12:39:16.025] [bbotk]      1     8 912.6145     0.7160680  129.1600        32.29000          32.82954
## INFO  [12:39:16.025] [bbotk]      1     4 939.1166     0.7200000  468.8367        32.29000          32.81500
## INFO  [12:39:16.025] [bbotk]      1     8 886.0000     0.7200000  296.6092        32.29000          21.95127
## INFO  [12:39:16.025] [bbotk]      1     8 894.9933     0.7200000  129.1600        32.29000          29.73556
## INFO  [12:39:16.025] [bbotk]      1     8 970.3161     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:16.025] [bbotk]      1     8 892.3522     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:16.025] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:16.025] [bbotk]      1     3 879.7325     0.7136150  129.1600        32.29000          32.81500
## INFO  [12:39:16.025] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:16.025] [bbotk]      1     8 982.3159     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:16.025] [bbotk]      1     4 914.0050     0.7200000  129.1600        33.08204          32.81500
## INFO  [12:39:16.025] [bbotk]     12     8 903.5941     0.7200000  108.2311        32.29000          32.81500
## INFO  [12:39:16.025] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:16.025] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          23.54286
## INFO  [12:39:16.025] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:16.025] [bbotk]      1     8 886.0000     0.7420202  630.2328        24.18999          35.91518
## INFO  [12:39:16.025] [bbotk]  maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO  [12:39:16.025] [bbotk]          33.05000         28.27446  30  NA  581        0.10     0.082778888
## INFO  [12:39:16.025] [bbotk]          37.53877         30.48000  30  NA  582        0.20     0.118944850
## INFO  [12:39:16.025] [bbotk]          26.66248         23.85755  30  NA  583        0.30     0.135627139
## INFO  [12:39:16.025] [bbotk]          30.50560         30.48000  30  NA  584        0.05     0.012329580
## INFO  [12:39:16.025] [bbotk]          30.01922         28.63417  30  NA  585        0.00     0.028860922
## INFO  [12:39:16.025] [bbotk]          32.79771         30.48000  30  NA  586        0.05     0.099450345
## INFO  [12:39:16.025] [bbotk]          21.55797         30.48000  30  NA  587        0.20     0.088292008
## INFO  [12:39:16.025] [bbotk]          35.08921         27.57256  30  NA  588        0.05     0.036111313
## INFO  [12:39:16.025] [bbotk]          33.05000         30.48000  30  NA  589        0.10     0.029878136
## INFO  [12:39:16.025] [bbotk]          21.70006         31.33075  30  NA  590        0.30     0.041894321
## INFO  [12:39:16.025] [bbotk]          33.05000         30.48000  30  NA  591        0.10     0.000000000
## INFO  [12:39:16.025] [bbotk]          33.05000         30.48000  30  NA  592        0.00     0.062087754
## INFO  [12:39:16.025] [bbotk]          33.05000         30.48000  30  NA  593        0.10     0.000000000
## INFO  [12:39:16.025] [bbotk]          28.80070         30.48000  30  NA  594        0.30     0.047369701
## INFO  [12:39:16.025] [bbotk]          33.05000         28.90201  30  NA  595        0.00     0.079933315
## INFO  [12:39:16.025] [bbotk]          33.05000         29.53374  30  NA  596        0.05     0.071114708
## INFO  [12:39:16.025] [bbotk]          33.05000         28.56998  30  NA  597        0.20     0.009611142
## INFO  [12:39:16.025] [bbotk]          33.05000         22.82967  30  NA  598        0.25     0.074449975
## INFO  [12:39:16.025] [bbotk]          33.05000         29.67850  30  NA  599        0.10     0.004033114
## INFO  [12:39:16.025] [bbotk]          33.05000         30.48000  30  NA  600        0.20     0.079816668
## INFO  [12:39:16.025] [bbotk]  no_changed dist_train
## INFO  [12:39:16.025] [bbotk]           3  0.2078609
## INFO  [12:39:16.025] [bbotk]           4  0.1686351
## INFO  [12:39:16.025] [bbotk]           5  0.1892531
## INFO  [12:39:16.025] [bbotk]           2  0.1541576
## INFO  [12:39:16.025] [bbotk]           5  0.1430425
## INFO  [12:39:16.025] [bbotk]           4  0.1398863
## INFO  [12:39:16.025] [bbotk]           3  0.2159687
## INFO  [12:39:16.025] [bbotk]           4  0.1548196
## INFO  [12:39:16.025] [bbotk]           1  0.1687054
## INFO  [12:39:16.025] [bbotk]           3  0.1880246
## INFO  [12:39:16.025] [bbotk]           0  0.1500290
## INFO  [12:39:16.025] [bbotk]           3  0.1532932
## INFO  [12:39:16.025] [bbotk]           0  0.1500290
## INFO  [12:39:16.025] [bbotk]           2  0.1724881
## INFO  [12:39:16.025] [bbotk]           4  0.1315863
## INFO  [12:39:16.025] [bbotk]           4  0.2108734
## INFO  [12:39:16.025] [bbotk]           1  0.1564197
## INFO  [12:39:16.025] [bbotk]           2  0.1995320
## INFO  [12:39:16.025] [bbotk]           1  0.1508416
## INFO  [12:39:16.025] [bbotk]           4  0.2242016
## INFO  [12:39:16.237] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:16.383] [bbotk] Result of batch 31:
## INFO  [12:39:16.388] [bbotk]  heatF laneF   pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO  [12:39:16.388] [bbotk]      1     3 968.3194     0.7200000  129.1600        33.00352          32.81500
## INFO  [12:39:16.388] [bbotk]      1     8 886.0000     0.7200000  877.0919        32.29000          32.81500
## INFO  [12:39:16.388] [bbotk]     11     8 885.8256     0.7323624  413.3255        32.29000          25.19941
## INFO  [12:39:16.388] [bbotk]      1     8 885.9620     0.7200000  129.1600        32.29000          29.09142
## INFO  [12:39:16.388] [bbotk]      1     7 886.0000     0.7200000  129.1600        32.29000          24.92133
## INFO  [12:39:16.388] [bbotk]      1     8 886.0000     0.7170184  129.1600        32.29000          24.85444
## INFO  [12:39:16.388] [bbotk]      1     6 872.8028     0.6764012  129.1600        32.29000          32.81500
## INFO  [12:39:16.388] [bbotk]      1     8 886.0000     0.7219400  129.1600        23.99599          24.12004
## INFO  [12:39:16.388] [bbotk]      2     8 905.3834     0.7357913  129.1600        29.31713          32.81500
## INFO  [12:39:16.388] [bbotk]      6     8 886.0000     0.7200000  129.1600        34.80417          22.96094
## INFO  [12:39:16.388] [bbotk]      2     8 886.0000     0.6952077  641.6039        32.29000          32.81500
## INFO  [12:39:16.388] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:16.388] [bbotk]      4     8 924.0418     0.7312462  740.1538        32.29000          32.81500
## INFO  [12:39:16.388] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          32.70116
## INFO  [12:39:16.388] [bbotk]      6     8 886.0000     0.6990270  129.1600        31.60457          32.86847
## INFO  [12:39:16.388] [bbotk]      1     3 886.0000     0.7200000  129.1600        22.29940          32.81500
## INFO  [12:39:16.388] [bbotk]      1     8 886.0000     0.7160680  129.1600        32.29000          32.82954
## INFO  [12:39:16.388] [bbotk]      6     8 977.0216     0.7006811  129.1600        32.29000          32.81500
## INFO  [12:39:16.388] [bbotk]      1     1 914.0050     0.7200000  129.1600        33.08204          32.81500
## INFO  [12:39:16.388] [bbotk]      1     2 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:16.388] [bbotk]  maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO  [12:39:16.388] [bbotk]          33.05000         30.48000  31  NA  601        0.05    0.0909179724
## INFO  [12:39:16.388] [bbotk]          33.05000         30.30934  31  NA  602        0.05    0.0471391418
## INFO  [12:39:16.388] [bbotk]          33.05000         30.48000  31  NA  603        0.10    0.1080192565
## INFO  [12:39:16.388] [bbotk]          33.05000         30.48000  31  NA  604        0.10    0.0144520970
## INFO  [12:39:16.388] [bbotk]          32.80063         30.48000  31  NA  605        0.05    0.0902091232
## INFO  [12:39:16.388] [bbotk]          28.43499         30.32545  31  NA  606        0.20    0.0465117219
## INFO  [12:39:16.388] [bbotk]          31.60437         30.48000  31  NA  607        0.10    0.0751281417
## INFO  [12:39:16.388] [bbotk]          31.98252         28.92696  31  NA  608        0.15    0.0791604511
## INFO  [12:39:16.388] [bbotk]          26.14772         30.48000  31  NA  609        0.30    0.1019597346
## INFO  [12:39:16.388] [bbotk]          33.05000         28.56998  31  NA  610        0.15    0.1169474819
## INFO  [12:39:16.388] [bbotk]          33.05000         30.48000  31  NA  611        0.05    0.0945834748
## INFO  [12:39:16.388] [bbotk]          29.36776         30.48000  31  NA  612        0.20    0.0114725939
## INFO  [12:39:16.388] [bbotk]          37.70724         30.48000  31  NA  613        0.05    0.1264588852
## INFO  [12:39:16.388] [bbotk]          33.05000         30.48000  31  NA  614        0.10    0.0004414345
## INFO  [12:39:16.388] [bbotk]          32.41667         29.26600  31  NA  615        0.15    0.0733485514
## INFO  [12:39:16.388] [bbotk]          33.05000         30.48000  31  NA  616        0.00    0.0997627513
## INFO  [12:39:16.388] [bbotk]          33.05000         28.63417  31  NA  617        0.20    0.0099869939
## INFO  [12:39:16.388] [bbotk]          33.05000         30.48000  31  NA  618        0.10    0.0942344768
## INFO  [12:39:16.388] [bbotk]          33.05000         28.90201  31  NA  619        0.05    0.0799333147
## INFO  [12:39:16.388] [bbotk]          33.05000         30.48000  31  NA  620        0.20    0.0588235294
## INFO  [12:39:16.388] [bbotk]  no_changed dist_train
## INFO  [12:39:16.388] [bbotk]           3  0.1807060
## INFO  [12:39:16.388] [bbotk]           2  0.1954506
## INFO  [12:39:16.388] [bbotk]           5  0.2494048
## INFO  [12:39:16.388] [bbotk]           2  0.1558376
## INFO  [12:39:16.388] [bbotk]           3  0.1814146
## INFO  [12:39:16.388] [bbotk]           4  0.1716586
## INFO  [12:39:16.388] [bbotk]           4  0.1663336
## INFO  [12:39:16.388] [bbotk]           5  0.1783083
## INFO  [12:39:16.388] [bbotk]           5  0.2188984
## INFO  [12:39:16.388] [bbotk]           4  0.2420295
## INFO  [12:39:16.388] [bbotk]           3  0.2446124
## INFO  [12:39:16.388] [bbotk]           1  0.1615016
## INFO  [12:39:16.388] [bbotk]           5  0.2652861
## INFO  [12:39:16.388] [bbotk]           1  0.1504704
## INFO  [12:39:16.388] [bbotk]           6  0.2090542
## INFO  [12:39:16.388] [bbotk]           2  0.1907223
## INFO  [12:39:16.388] [bbotk]           3  0.1566828
## INFO  [12:39:16.388] [bbotk]           3  0.2267484
## INFO  [12:39:16.388] [bbotk]           4  0.1076773
## INFO  [12:39:16.388] [bbotk]           1  0.1500290
## INFO  [12:39:16.577] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:16.724] [bbotk] Result of batch 32:
## INFO  [12:39:16.730] [bbotk]  heatF laneF    pointP reactiontimeP swimtimeP mediaParcialesP
## INFO  [12:39:16.730] [bbotk]      1     8  886.0000     0.7200000 129.16000        32.29000
## INFO  [12:39:16.730] [bbotk]      1     3  886.0000     0.6710081 129.16000        32.29000
## INFO  [12:39:16.730] [bbotk]      1     8  886.0000     0.7200000 129.16000        33.08204
## INFO  [12:39:16.730] [bbotk]      1     8  936.5701     0.7200000 129.16000        32.29000
## INFO  [12:39:16.730] [bbotk]      1     8  914.0050     0.7526269 129.16000        24.63207
## INFO  [12:39:16.730] [bbotk]      1     8  857.9314     0.7200000 637.38502        32.29000
## INFO  [12:39:16.730] [bbotk]      9     8 1008.7340     0.7200000 129.16000        32.29000
## INFO  [12:39:16.730] [bbotk]      1     2  886.0000     0.7200000 129.16000        28.65696
## INFO  [12:39:16.730] [bbotk]      1     8  886.0000     0.7200000  42.68139        32.29000
## INFO  [12:39:16.730] [bbotk]      1     8  906.9228     0.7201192 129.16000        32.29000
## INFO  [12:39:16.730] [bbotk]      1     8  915.3576     0.6928139 129.16000        32.29000
## INFO  [12:39:16.730] [bbotk]      1     6  886.0000     0.7427215 129.16000        32.29000
## INFO  [12:39:16.730] [bbotk]      1     8  971.9428     0.7500057 686.07856        32.29000
## INFO  [12:39:16.730] [bbotk]      1     8  886.0000     0.7105974 129.16000        31.49548
## INFO  [12:39:16.730] [bbotk]      1     8  886.0000     0.7200000 672.71394        32.29000
## INFO  [12:39:16.730] [bbotk]      1     3  886.0000     0.7200000 129.16000        32.29000
## INFO  [12:39:16.730] [bbotk]      1     8  886.0000     0.6886732 129.16000        32.29000
## INFO  [12:39:16.730] [bbotk]      1     8  885.7929     0.7200000 129.16000        32.29000
## INFO  [12:39:16.730] [bbotk]      1     8  886.0000     0.7200000 775.83460        28.37234
## INFO  [12:39:16.730] [bbotk]      1     8  886.0000     0.7200000 121.81697        32.29000
## INFO  [12:39:16.730] [bbotk]  medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO  [12:39:16.730] [bbotk]           32.81500         33.05000         28.96162  32  NA  621        0.20
## INFO  [12:39:16.730] [bbotk]           32.81500         33.05000         27.80935  32  NA  622        0.10
## INFO  [12:39:16.730] [bbotk]           32.81500         33.05000         31.16005  32  NA  623        0.20
## INFO  [12:39:16.730] [bbotk]           32.81500         33.05000         28.56998  32  NA  624        0.05
## INFO  [12:39:16.730] [bbotk]           28.87890         24.46449         30.61236  32  NA  625        0.30
## INFO  [12:39:16.730] [bbotk]           32.81500         33.05000         30.48000  32  NA  626        0.10
## INFO  [12:39:16.730] [bbotk]           32.81500         22.57577         26.25579  32  NA  627        0.20
## INFO  [12:39:16.730] [bbotk]           32.81500         33.05000         30.48000  32  NA  628        0.15
## INFO  [12:39:16.730] [bbotk]           32.81500         33.05000         30.48000  32  NA  629        0.20
## INFO  [12:39:16.730] [bbotk]           32.81500         30.98023         28.61082  32  NA  630        0.00
## INFO  [12:39:16.730] [bbotk]           32.81500         33.05000         30.48000  32  NA  631        0.05
## INFO  [12:39:16.730] [bbotk]           32.81500         27.98411         29.51308  32  NA  632        0.25
## INFO  [12:39:16.730] [bbotk]           32.81500         33.05000         30.48000  32  NA  633        0.05
## INFO  [12:39:16.730] [bbotk]           32.81500         30.01922         30.48000  32  NA  634        0.10
## INFO  [12:39:16.730] [bbotk]           32.81500         33.05000         21.56914  32  NA  635        0.20
## INFO  [12:39:16.730] [bbotk]           32.81500         33.05000         30.48000  32  NA  636        0.00
## INFO  [12:39:16.730] [bbotk]           25.35103         33.05000         24.82230  32  NA  637        0.25
## INFO  [12:39:16.730] [bbotk]           26.17598         33.05000         30.48000  32  NA  638        0.10
## INFO  [12:39:16.730] [bbotk]           32.81500         30.50560         30.48000  32  NA  639        0.05
## INFO  [12:39:16.730] [bbotk]           32.81500         33.05000         29.67850  32  NA  640        0.15
## INFO  [12:39:16.730] [bbotk]  dist_x_interest no_changed dist_train
## INFO  [12:39:16.730] [bbotk]      0.007640435          1  0.1544489
## INFO  [12:39:16.730] [bbotk]      0.080267323          3  0.1682523
## INFO  [12:39:16.730] [bbotk]      0.006667558          2  0.1566965
## INFO  [12:39:16.730] [bbotk]      0.027531085          2  0.1500548
## INFO  [12:39:16.730] [bbotk]      0.089313688          6  0.1771865
## INFO  [12:39:16.730] [bbotk]      0.041394221          2  0.1914232
## INFO  [12:39:16.730] [bbotk]      0.156205502          4  0.2650203
## INFO  [12:39:16.730] [bbotk]      0.073710909          2  0.1646705
## INFO  [12:39:16.730] [bbotk]      0.005351108          1  0.1553652
## INFO  [12:39:16.730] [bbotk]      0.023287946          4  0.1435997
## INFO  [12:39:16.730] [bbotk]      0.014845286          2  0.1494958
## INFO  [12:39:16.730] [bbotk]      0.083185236          4  0.1679022
## INFO  [12:39:16.730] [bbotk]      0.069818354          3  0.2086456
## INFO  [12:39:16.730] [bbotk]      0.014234989          3  0.1552829
## INFO  [12:39:16.730] [bbotk]      0.078472963          2  0.2252815
## INFO  [12:39:16.730] [bbotk]      0.058823529          1  0.1500290
## INFO  [12:39:16.730] [bbotk]      0.062530477          3  0.1773750
## INFO  [12:39:16.730] [bbotk]      0.025817023          2  0.1672025
## INFO  [12:39:16.730] [bbotk]      0.063995967          3  0.1946720
## INFO  [12:39:16.730] [bbotk]      0.004487484          2  0.1512811
## INFO  [12:39:16.916] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:17.043] [bbotk] Result of batch 33:
## INFO  [12:39:17.048] [bbotk]  heatF laneF   pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO  [12:39:17.048] [bbotk]      1     5 906.9992     0.7200000 129.16000        32.29000          32.81500
## INFO  [12:39:17.048] [bbotk]      1     8 887.1256     0.7200000 129.16000        32.29000          32.81500
## INFO  [12:39:17.048] [bbotk]      1     8 932.3340     0.7526581 129.16000        26.16676          32.81500
## INFO  [12:39:17.048] [bbotk]      1     5 886.0000     0.6871604 129.16000        32.29000          24.72643
## INFO  [12:39:17.048] [bbotk]      1     0 970.7479     0.7200000 129.16000        32.29000          33.55007
## INFO  [12:39:17.048] [bbotk]      1     8 945.4170     0.7231989 129.16000        32.29000          32.79640
## INFO  [12:39:17.048] [bbotk]      1     3 867.1018     0.7200000 458.66181        32.29000          32.81500
## INFO  [12:39:17.048] [bbotk]      1     8 886.0000     0.7441627 129.16000        32.29000          32.81500
## INFO  [12:39:17.048] [bbotk]      3     5 863.1210     0.7200000  85.03948        32.29000          32.81500
## INFO  [12:39:17.048] [bbotk]      1     3 886.0000     0.7200000 614.31866        32.29000          32.81500
## INFO  [12:39:17.048] [bbotk]      1     8 886.0000     0.7201192 129.16000        32.29000          34.39926
## INFO  [12:39:17.048] [bbotk]      1     4 914.0050     0.7200000 129.16000        33.08204          32.81500
## INFO  [12:39:17.048] [bbotk]      1     8 912.6145     0.7160680 129.16000        32.29000          32.82954
## INFO  [12:39:17.048] [bbotk]      1     3 886.0000     0.7200000 838.05299        32.29000          32.81500
## INFO  [12:39:17.048] [bbotk]      6     1 886.0000     0.7238071 910.16914        34.40387          29.54019
## INFO  [12:39:17.048] [bbotk]      7     5 903.5941     0.7200000 231.82596        32.29000          32.81500
## INFO  [12:39:17.048] [bbotk]      1     4 886.0000     0.7200000 129.16000        32.29000          32.31342
## INFO  [12:39:17.048] [bbotk]      1     8 908.1803     0.7200000 129.16000        32.58003          25.53593
## INFO  [12:39:17.048] [bbotk]      1     8 886.0000     0.7200000 129.16000        32.29000          32.81500
## INFO  [12:39:17.048] [bbotk]      1     8 877.9018     0.6766207 129.16000        32.29000          34.38208
## INFO  [12:39:17.048] [bbotk]  maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO  [12:39:17.048] [bbotk]          33.05000         22.72603  33  NA  641        0.00      0.10528239
## INFO  [12:39:17.048] [bbotk]          23.68535         26.89104  33  NA  642        0.25      0.04763533
## INFO  [12:39:17.048] [bbotk]          33.05000         31.31290  33  NA  643        0.15      0.05103793
## INFO  [12:39:17.048] [bbotk]          30.50560         29.87870  33  NA  644        0.00      0.10650710
## INFO  [12:39:17.048] [bbotk]          33.05000         30.48000  33  NA  645        0.10      0.09170497
## INFO  [12:39:17.048] [bbotk]          33.05000         28.76318  33  NA  646        0.05      0.03028873
## INFO  [12:39:17.048] [bbotk]          33.05000         30.48000  33  NA  647        0.05      0.08590912
## INFO  [12:39:17.048] [bbotk]          32.07150         22.16702  33  NA  648        0.25      0.04882734
## INFO  [12:39:17.048] [bbotk]          27.21665         22.46255  33  NA  649        0.15      0.18700264
## INFO  [12:39:17.048] [bbotk]          33.05000         30.48000  33  NA  650        0.00      0.08884409
## INFO  [12:39:17.048] [bbotk]          30.98023         32.75958  33  NA  651        0.15      0.02408205
## INFO  [12:39:17.048] [bbotk]          33.05000         30.48000  33  NA  652        0.15      0.07199296
## INFO  [12:39:17.048] [bbotk]          30.01922         23.34064  33  NA  653        0.05      0.05549769
## INFO  [12:39:17.048] [bbotk]          33.05000         30.48000  33  NA  654        0.00      0.10268828
## INFO  [12:39:17.048] [bbotk]          36.14139         29.67850  33  NA  655        0.00      0.20162173
## INFO  [12:39:17.048] [bbotk]          33.05000         30.48000  33  NA  656        0.05      0.13023442
## INFO  [12:39:17.048] [bbotk]          33.05000         30.48000  33  NA  657        0.00      0.06076846
## INFO  [12:39:17.048] [bbotk]          33.05000         28.90867  33  NA  658        0.00      0.04518064
## INFO  [12:39:17.048] [bbotk]          33.05000         24.77392  33  NA  659        0.20      0.02871270
## INFO  [12:39:17.048] [bbotk]          30.95111         28.49535  33  NA  660        0.15      0.03256038
## INFO  [12:39:17.048] [bbotk]  no_changed dist_train
## INFO  [12:39:17.048] [bbotk]           3  0.1918499
## INFO  [12:39:17.048] [bbotk]           3  0.1811662
## INFO  [12:39:17.048] [bbotk]           4  0.1699090
## INFO  [12:39:17.048] [bbotk]           5  0.1940937
## INFO  [12:39:17.048] [bbotk]           3  0.1808726
## INFO  [12:39:17.048] [bbotk]           4  0.1526681
## INFO  [12:39:17.048] [bbotk]           3  0.1771146
## INFO  [12:39:17.048] [bbotk]           3  0.1907675
## INFO  [12:39:17.048] [bbotk]           6  0.2749728
## INFO  [12:39:17.048] [bbotk]           2  0.1800495
## INFO  [12:39:17.048] [bbotk]           4  0.1730932
## INFO  [12:39:17.048] [bbotk]           3  0.1253225
## INFO  [12:39:17.048] [bbotk]           5  0.1696792
## INFO  [12:39:17.048] [bbotk]           2  0.1938937
## INFO  [12:39:17.048] [bbotk]           8  0.2292898
## INFO  [12:39:17.048] [bbotk]           4  0.2200224
## INFO  [12:39:17.048] [bbotk]           2  0.1404368
## INFO  [12:39:17.048] [bbotk]           4  0.1550328
## INFO  [12:39:17.048] [bbotk]           1  0.1755212
## INFO  [12:39:17.048] [bbotk]           5  0.1533428
## INFO  [12:39:17.242] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:17.374] [bbotk] Result of batch 34:
## INFO  [12:39:17.379] [bbotk]  heatF laneF    pointP reactiontimeP swimtimeP mediaParcialesP
## INFO  [12:39:17.379] [bbotk]      1     8  868.2388     0.7193968  129.1600        32.29000
## INFO  [12:39:17.379] [bbotk]      1     8 1001.7945     0.7161039  129.1600        32.29000
## INFO  [12:39:17.379] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.59490
## INFO  [12:39:17.379] [bbotk]      1     8  908.2676     0.7200000  129.1600        32.30170
## INFO  [12:39:17.379] [bbotk]      1     8  886.0000     0.6930592  129.1600        32.29000
## INFO  [12:39:17.379] [bbotk]      1     1  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:17.379] [bbotk]      1     8  886.0000     0.7661003  129.1600        32.29000
## INFO  [12:39:17.379] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:17.379] [bbotk]      1     4  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:17.379] [bbotk]      1     4  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:17.379] [bbotk]      2     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:17.379] [bbotk]      6     8  886.0000     0.6810317  631.5250        23.49030
## INFO  [12:39:17.379] [bbotk]      1     3  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:17.379] [bbotk]      1     8  954.8710     0.7200000  770.3713        32.29000
## INFO  [12:39:17.379] [bbotk]      1     3  972.5127     0.7200000  129.1600        32.29000
## INFO  [12:39:17.379] [bbotk]      1     1  885.3287     0.7200000  129.1600        32.29000
## INFO  [12:39:17.379] [bbotk]      1     6  886.0000     0.7200000  871.3871        31.77239
## INFO  [12:39:17.379] [bbotk]      1     8  910.0514     0.7200000  415.4940        32.13999
## INFO  [12:39:17.379] [bbotk]      1     9  916.4866     0.6859147  129.1600        32.29000
## INFO  [12:39:17.379] [bbotk]      1     8  908.3102     0.7465661  797.5435        32.29000
## INFO  [12:39:17.379] [bbotk]  medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO  [12:39:17.379] [bbotk]           27.82585         33.05000         30.68616  34  NA  661        0.15
## INFO  [12:39:17.379] [bbotk]           23.81077         37.77261         27.88187  34  NA  662        0.00
## INFO  [12:39:17.379] [bbotk]           32.81500         33.05000         30.34587  34  NA  663        0.15
## INFO  [12:39:17.379] [bbotk]           32.81500         33.05000         27.81639  34  NA  664        0.05
## INFO  [12:39:17.379] [bbotk]           32.32616         30.50560         30.48000  34  NA  665        0.00
## INFO  [12:39:17.379] [bbotk]           29.67532         26.19335         30.48000  34  NA  666        0.25
## INFO  [12:39:17.379] [bbotk]           32.81500         33.05000         21.75320  34  NA  667        0.25
## INFO  [12:39:17.379] [bbotk]           32.70116         33.05000         30.48000  34  NA  668        0.10
## INFO  [12:39:17.379] [bbotk]           32.81500         33.05000         22.00919  34  NA  669        0.10
## INFO  [12:39:17.379] [bbotk]           33.64799         31.40380         30.48000  34  NA  670        0.10
## INFO  [12:39:17.379] [bbotk]           32.81500         34.88297         22.44732  34  NA  671        0.25
## INFO  [12:39:17.379] [bbotk]           32.81500         33.05000         32.01633  34  NA  672        0.05
## INFO  [12:39:17.379] [bbotk]           32.81500         33.05000         30.48000  34  NA  673        0.00
## INFO  [12:39:17.379] [bbotk]           35.38868         27.87115         29.67364  34  NA  674        0.30
## INFO  [12:39:17.379] [bbotk]           29.45400         37.66996         30.48000  34  NA  675        0.00
## INFO  [12:39:17.379] [bbotk]           32.81500         26.11359         22.83645  34  NA  676        0.15
## INFO  [12:39:17.379] [bbotk]           21.87277         33.05000         28.85075  34  NA  677        0.05
## INFO  [12:39:17.379] [bbotk]           32.71356         33.05000         28.46074  34  NA  678        0.00
## INFO  [12:39:17.379] [bbotk]           34.94565         26.65311         30.48000  34  NA  679        0.35
## INFO  [12:39:17.379] [bbotk]           32.81500         26.28185         28.81972  34  NA  680        0.20
## INFO  [12:39:17.379] [bbotk]  dist_x_interest no_changed dist_train
## INFO  [12:39:17.379] [bbotk]     0.0267758256          4  0.1679642
## INFO  [12:39:17.379] [bbotk]     0.1043720523          5  0.2026670
## INFO  [12:39:17.379] [bbotk]     0.0019243516          2  0.1506034
## INFO  [12:39:17.379] [bbotk]     0.0213418224          3  0.1535979
## INFO  [12:39:17.379] [bbotk]     0.0142251152          3  0.1522620
## INFO  [12:39:17.379] [bbotk]     0.0923609798          3  0.1247429
## INFO  [12:39:17.379] [bbotk]     0.0514455690          2  0.1949861
## INFO  [12:39:17.379] [bbotk]     0.0004414345          1  0.1504704
## INFO  [12:39:17.379] [bbotk]     0.1014482217          2  0.1561219
## INFO  [12:39:17.379] [bbotk]     0.0671825490          3  0.1403909
## INFO  [12:39:17.379] [bbotk]     0.1049544818          3  0.2515137
## INFO  [12:39:17.379] [bbotk]     0.1400660848          5  0.2717162
## INFO  [12:39:17.379] [bbotk]     0.0588235294          1  0.1500290
## INFO  [12:39:17.379] [bbotk]     0.0942546597          5  0.2112579
## INFO  [12:39:17.379] [bbotk]     0.1169068904          4  0.1890872
## INFO  [12:39:17.379] [bbotk]     0.1191348671          4  0.1482963
## INFO  [12:39:17.379] [bbotk]     0.1575000834          5  0.2452392
## INFO  [12:39:17.379] [bbotk]     0.0374093883          5  0.1663852
## INFO  [12:39:17.379] [bbotk]     0.1033885687          5  0.1925561
## INFO  [12:39:17.379] [bbotk]     0.0830464475          5  0.2015635
## INFO  [12:39:17.591] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:17.716] [bbotk] Result of batch 35:
## INFO  [12:39:17.722] [bbotk]  heatF laneF    pointP reactiontimeP swimtimeP mediaParcialesP
## INFO  [12:39:17.722] [bbotk]      1     8  958.0454     0.6930232  129.1600        32.29000
## INFO  [12:39:17.722] [bbotk]      1     8 1009.8801     0.6905773  129.1600        32.11350
## INFO  [12:39:17.722] [bbotk]      1     3  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:17.722] [bbotk]      1     3  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:17.722] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:17.722] [bbotk]      1     8  998.5059     0.7200000  129.1600        32.29000
## INFO  [12:39:17.722] [bbotk]      1     8  879.0202     0.7200000  129.1600        29.46074
## INFO  [12:39:17.722] [bbotk]      1     8  886.0000     0.7200974  129.1600        32.29000
## INFO  [12:39:17.722] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:17.722] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:17.722] [bbotk]      1     0  886.0000     0.7200000  129.1600        32.53169
## INFO  [12:39:17.722] [bbotk]      1     3  911.4250     0.7037634  129.1600        29.96881
## INFO  [12:39:17.722] [bbotk]      1     9  914.0050     0.7200000  129.1600        33.08204
## INFO  [12:39:17.722] [bbotk]      4     4  886.0000     0.7200000  409.4791        32.29000
## INFO  [12:39:17.722] [bbotk]      1     8  868.3462     0.7110744  257.2922        28.07944
## INFO  [12:39:17.722] [bbotk]      1     8  905.5402     0.7200000  371.0443        29.29377
## INFO  [12:39:17.722] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:17.722] [bbotk]      1     8  886.0000     0.7258658  129.1600        32.29000
## INFO  [12:39:17.722] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:17.722] [bbotk]      1     8  905.6805     0.7200000  129.1600        32.29000
## INFO  [12:39:17.722] [bbotk]  medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO  [12:39:17.722] [bbotk]           32.81500         33.05000         29.67850  35  NA  681        0.00
## INFO  [12:39:17.722] [bbotk]           32.81500         21.90361         26.08922  35  NA  682        0.25
## INFO  [12:39:17.722] [bbotk]           25.66330         33.05000         30.48000  35  NA  683        0.00
## INFO  [12:39:17.722] [bbotk]           32.81500         33.05000         30.48000  35  NA  684        0.00
## INFO  [12:39:17.722] [bbotk]           30.53391         33.05000         30.48000  35  NA  685        0.05
## INFO  [12:39:17.722] [bbotk]           32.81500         33.05000         30.48000  35  NA  686        0.10
## INFO  [12:39:17.722] [bbotk]           30.48227         37.96311         29.78038  35  NA  687        0.00
## INFO  [12:39:17.722] [bbotk]           32.81500         33.05000         28.91004  35  NA  688        0.20
## INFO  [12:39:17.722] [bbotk]           32.81500         33.05000         30.48000  35  NA  689        0.10
## INFO  [12:39:17.722] [bbotk]           32.86926         33.05000         30.48000  35  NA  690        0.10
## INFO  [12:39:17.722] [bbotk]           32.32616         30.50560         30.48000  35  NA  691        0.05
## INFO  [12:39:17.722] [bbotk]           26.78625         24.96849         21.84187  35  NA  692        0.35
## INFO  [12:39:17.722] [bbotk]           32.81500         33.05000         28.90201  35  NA  693        0.05
## INFO  [12:39:17.722] [bbotk]           34.43996         33.05000         31.75074  35  NA  694        0.20
## INFO  [12:39:17.722] [bbotk]           32.81500         33.05000         29.80571  35  NA  695        0.15
## INFO  [12:39:17.722] [bbotk]           32.81500         33.05000         30.20093  35  NA  696        0.05
## INFO  [12:39:17.722] [bbotk]           32.81500         33.05000         30.48000  35  NA  697        0.10
## INFO  [12:39:17.722] [bbotk]           32.70116         33.05000         28.56998  35  NA  698        0.15
## INFO  [12:39:17.722] [bbotk]           32.81500         30.33462         28.21396  35  NA  699        0.10
## INFO  [12:39:17.722] [bbotk]           32.85227         30.12479         30.26746  35  NA  700        0.05
## INFO  [12:39:17.722] [bbotk]  dist_x_interest no_changed dist_train
## INFO  [12:39:17.722] [bbotk]     0.0339709959          3  0.1559161
## INFO  [12:39:17.722] [bbotk]     0.1062513699          5  0.2040044
## INFO  [12:39:17.722] [bbotk]     0.0865551047          2  0.1777605
## INFO  [12:39:17.722] [bbotk]     0.0588235294          1  0.1500290
## INFO  [12:39:17.722] [bbotk]     0.0088452019          1  0.1554958
## INFO  [12:39:17.722] [bbotk]     0.0398674420          1  0.1786947
## INFO  [12:39:17.722] [bbotk]     0.0419405236          5  0.1611936
## INFO  [12:39:17.722] [bbotk]     0.0079158909          2  0.1546926
## INFO  [12:39:17.722] [bbotk]     0.0000000000          0  0.1500290
## INFO  [12:39:17.722] [bbotk]     0.0002103832          1  0.1498186
## INFO  [12:39:17.722] [bbotk]     0.0696369464          4  0.1608424
## INFO  [12:39:17.722] [bbotk]     0.1720208863          7  0.1986201
## INFO  [12:39:17.722] [bbotk]     0.0799333147          4  0.1665009
## INFO  [12:39:17.722] [bbotk]     0.1476879083          5  0.2003779
## INFO  [12:39:17.722] [bbotk]     0.0362896822          5  0.1709717
## INFO  [12:39:17.722] [bbotk]     0.0355736274          4  0.1633015
## INFO  [12:39:17.722] [bbotk]     0.0000000000          0  0.1500290
## INFO  [12:39:17.722] [bbotk]     0.0110110436          3  0.1559026
## INFO  [12:39:17.722] [bbotk]     0.0198628138          2  0.1541915
## INFO  [12:39:17.722] [bbotk]     0.0173018977          4  0.1518472
## INFO  [12:39:17.909] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:18.049] [bbotk] Result of batch 36:
## INFO  [12:39:18.054] [bbotk]  heatF laneF    pointP reactiontimeP swimtimeP mediaParcialesP
## INFO  [12:39:18.054] [bbotk]      1     8  873.0113     0.6802672  129.1600        32.29000
## INFO  [12:39:18.054] [bbotk]      3     8  886.0000     0.7047023  129.1600        34.18963
## INFO  [12:39:18.054] [bbotk]      1     4  909.2078     0.6935079  129.1600        32.29000
## INFO  [12:39:18.054] [bbotk]      1     8  886.0000     0.7200856  129.1600        32.29000
## INFO  [12:39:18.054] [bbotk]      1     8  886.0000     0.7200000  566.7599        35.05960
## INFO  [12:39:18.054] [bbotk]      1     8 1015.8538     0.7200000  129.1600        32.29000
## INFO  [12:39:18.054] [bbotk]      8     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:18.054] [bbotk]      1     5  940.6960     0.7200000  129.1600        32.29000
## INFO  [12:39:18.054] [bbotk]      1     7  924.7676     0.7200000  129.1600        32.29000
## INFO  [12:39:18.054] [bbotk]      1     8  905.6354     0.7200000  129.1600        31.40216
## INFO  [12:39:18.054] [bbotk]      1     3  886.0000     0.7230081  129.1600        25.29107
## INFO  [12:39:18.054] [bbotk]      1     3  886.0000     0.7444795  129.1600        27.01422
## INFO  [12:39:18.054] [bbotk]      8     4  924.9701     0.7200000  129.1600        31.11759
## INFO  [12:39:18.054] [bbotk]      1     3  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:18.054] [bbotk]      1     8  885.7929     0.7200000  265.8590        28.81948
## INFO  [12:39:18.054] [bbotk]      1     8  906.9228     0.7200000  129.1600        32.29000
## INFO  [12:39:18.054] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:18.054] [bbotk]      2     3  939.1888     0.7123097  129.1600        32.29000
## INFO  [12:39:18.054] [bbotk]      1     8  886.0000     0.7179378  129.1600        32.29000
## INFO  [12:39:18.054] [bbotk]      3     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:18.054] [bbotk]  medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO  [12:39:18.054] [bbotk]           32.28487         32.47001         28.50859  36  NA  701        0.10
## INFO  [12:39:18.054] [bbotk]           32.81500         33.05000         30.48000  36  NA  702        0.15
## INFO  [12:39:18.054] [bbotk]           32.81500         33.05000         25.83429  36  NA  703        0.00
## INFO  [12:39:18.054] [bbotk]           32.30011         32.73806         28.53192  36  NA  704        0.10
## INFO  [12:39:18.054] [bbotk]           32.81500         23.13027         30.48000  36  NA  705        0.25
## INFO  [12:39:18.054] [bbotk]           32.81500         33.05000         28.95852  36  NA  706        0.05
## INFO  [12:39:18.054] [bbotk]           35.09988         37.92962         32.98604  36  NA  707        0.25
## INFO  [12:39:18.054] [bbotk]           23.52687         33.05000         30.16373  36  NA  708        0.00
## INFO  [12:39:18.054] [bbotk]           32.81500         33.05000         30.48000  36  NA  709        0.15
## INFO  [12:39:18.054] [bbotk]           32.81500         33.05000         32.75606  36  NA  710        0.10
## INFO  [12:39:18.054] [bbotk]           35.06410         22.53396         30.48000  36  NA  711        0.25
## INFO  [12:39:18.054] [bbotk]           32.81500         33.05000         21.83577  36  NA  712        0.25
## INFO  [12:39:18.054] [bbotk]           32.81500         22.29834         30.48000  36  NA  713        0.25
## INFO  [12:39:18.054] [bbotk]           32.81500         33.05000         30.48000  36  NA  714        0.00
## INFO  [12:39:18.054] [bbotk]           30.53391         33.05000         30.48000  36  NA  715        0.05
## INFO  [12:39:18.054] [bbotk]           32.81500         33.05000         30.48000  36  NA  716        0.05
## INFO  [12:39:18.054] [bbotk]           32.81500         33.05000         30.48000  36  NA  717        0.10
## INFO  [12:39:18.054] [bbotk]           32.81500         33.05000         30.48000  36  NA  718        0.00
## INFO  [12:39:18.054] [bbotk]           32.81514         33.05000         28.68345  36  NA  719        0.20
## INFO  [12:39:18.054] [bbotk]           32.17490         32.01423         29.79467  36  NA  720        0.05
## INFO  [12:39:18.054] [bbotk]  dist_x_interest no_changed dist_train
## INFO  [12:39:18.054] [bbotk]      0.024877695          5  0.1522052
## INFO  [12:39:18.054] [bbotk]      0.069107416          3  0.2171457
## INFO  [12:39:18.054] [bbotk]      0.094753155          4  0.1243216
## INFO  [12:39:18.054] [bbotk]      0.012785100          4  0.1548857
## INFO  [12:39:18.054] [bbotk]      0.069333380          3  0.2193623
## INFO  [12:39:18.054] [bbotk]      0.053670853          2  0.1771860
## INFO  [12:39:18.054] [bbotk]      0.095496876          4  0.2275588
## INFO  [12:39:18.054] [bbotk]      0.115812830          4  0.2024179
## INFO  [12:39:18.054] [bbotk]      0.072561177          2  0.1623492
## INFO  [12:39:18.054] [bbotk]      0.022049186          3  0.1651979
## INFO  [12:39:18.054] [bbotk]      0.129480604          5  0.2188367
## INFO  [12:39:18.054] [bbotk]      0.127939786          4  0.2124109
## INFO  [12:39:18.054] [bbotk]      0.169759132          5  0.2062838
## INFO  [12:39:18.054] [bbotk]      0.058823529          1  0.1500290
## INFO  [12:39:18.054] [bbotk]      0.031598662          4  0.1582932
## INFO  [12:39:18.054] [bbotk]      0.007414174          1  0.1560257
## INFO  [12:39:18.054] [bbotk]      0.000000000          0  0.1500290
## INFO  [12:39:18.054] [bbotk]      0.137751570          4  0.2275396
## INFO  [12:39:18.054] [bbotk]      0.009377661          3  0.1561851
## INFO  [12:39:18.054] [bbotk]      0.067981223          4  0.2140069
## INFO  [12:39:18.259] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:18.488] [bbotk] Result of batch 37:
## INFO  [12:39:18.493] [bbotk]  heatF laneF   pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO  [12:39:18.493] [bbotk]      1     8 930.3237     0.7200000  318.4173        32.29000          32.81500
## INFO  [12:39:18.493] [bbotk]      6     4 886.0000     0.7200000  129.1600        29.66563          26.25789
## INFO  [12:39:18.493] [bbotk]      2     8 886.0000     0.7270828  129.1600        32.29000          26.17977
## INFO  [12:39:18.493] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          31.03860
## INFO  [12:39:18.493] [bbotk]      1     3 904.5367     0.7528222  129.1600        32.29000          32.81500
## INFO  [12:39:18.493] [bbotk]      1     8 899.8671     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:18.493] [bbotk]      1     3 908.2640     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:18.493] [bbotk]      1     8 880.9491     0.7197846  129.1600        32.29000          26.73110
## INFO  [12:39:18.493] [bbotk]      1     4 999.6691     0.7200000  129.1600        32.37465          32.81500
## INFO  [12:39:18.493] [bbotk]      9     0 924.2401     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:18.493] [bbotk]      4     8 926.6746     0.7675678  661.5342        32.29000          26.22003
## INFO  [12:39:18.493] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:18.493] [bbotk]      1     8 913.0823     0.7199924  129.1600        32.29000          30.88534
## INFO  [12:39:18.493] [bbotk]      7     8 886.0000     0.7200000  129.1600        32.29000          26.01878
## INFO  [12:39:18.493] [bbotk]      1     8 906.8968     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:18.493] [bbotk]      1     8 886.0000     0.7062113  129.1600        32.29000          32.81500
## INFO  [12:39:18.493] [bbotk]      1     8 886.0000     0.7088248  129.1600        32.29000          32.81500
## INFO  [12:39:18.493] [bbotk]      1     8 886.0000     0.6923410  845.9675        32.29000          34.06913
## INFO  [12:39:18.493] [bbotk]      2     8 857.7011     0.7200000  478.1263        32.29000          30.50334
## INFO  [12:39:18.493] [bbotk]      1     8 936.5701     0.7200000  129.1600        33.86373          32.70116
## INFO  [12:39:18.493] [bbotk]  maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO  [12:39:18.493] [bbotk]          31.19530         30.48000  37  NA  721        0.15     0.033195898
## INFO  [12:39:18.493] [bbotk]          33.05000         31.44735  37  NA  722        0.05     0.158694778
## INFO  [12:39:18.493] [bbotk]          33.05000         23.09683  37  NA  723        0.25     0.122861536
## INFO  [12:39:18.493] [bbotk]          30.93980         30.48000  37  NA  724        0.05     0.013462854
## INFO  [12:39:18.493] [bbotk]          33.32959         24.19873  37  NA  725        0.10     0.103233416
## INFO  [12:39:18.493] [bbotk]          33.05000         30.48000  37  NA  726        0.05     0.004913933
## INFO  [12:39:18.493] [bbotk]          28.40204         30.48000  37  NA  727        0.25     0.081194402
## INFO  [12:39:18.493] [bbotk]          33.05000         28.49960  37  NA  728        0.15     0.035381371
## INFO  [12:39:18.493] [bbotk]          33.05000         30.48000  37  NA  729        0.15     0.099450025
## INFO  [12:39:18.493] [bbotk]          33.05000         25.44015  37  NA  730        0.05     0.156558044
## INFO  [12:39:18.493] [bbotk]          33.25191         29.37404  37  NA  731        0.00     0.145718617
## INFO  [12:39:18.493] [bbotk]          33.05000         28.67755  37  NA  732        0.20     0.009069824
## INFO  [12:39:18.493] [bbotk]          31.02697         30.48000  37  NA  733        0.05     0.023383604
## INFO  [12:39:18.493] [bbotk]          26.14513         32.40490  37  NA  734        0.25     0.116375905
## INFO  [12:39:18.493] [bbotk]          33.05000         30.48000  37  NA  735        0.05     0.007404963
## INFO  [12:39:18.493] [bbotk]          35.75506         30.48000  37  NA  736        0.10     0.010681082
## INFO  [12:39:18.493] [bbotk]          30.93054         30.48000  37  NA  737        0.10     0.008429514
## INFO  [12:39:18.493] [bbotk]          32.88415         30.48000  37  NA  738        0.05     0.054253680
## INFO  [12:39:18.493] [bbotk]          33.05000         30.86758  37  NA  739        0.10     0.101358784
## INFO  [12:39:18.493] [bbotk]          33.05000         29.25855  37  NA  740        0.00     0.030956427
## INFO  [12:39:18.493] [bbotk]  no_changed dist_train
## INFO  [12:39:18.493] [bbotk]           3  0.1604659
## INFO  [12:39:18.493] [bbotk]           5  0.1985880
## INFO  [12:39:18.493] [bbotk]           4  0.2479435
## INFO  [12:39:18.493] [bbotk]           2  0.1508782
## INFO  [12:39:18.493] [bbotk]           5  0.1862837
## INFO  [12:39:18.493] [bbotk]           1  0.1535255
## INFO  [12:39:18.493] [bbotk]           3  0.1709824
## INFO  [12:39:18.493] [bbotk]           4  0.1603930
## INFO  [12:39:18.493] [bbotk]           3  0.1401539
## INFO  [12:39:18.493] [bbotk]           4  0.2431256
## INFO  [12:39:18.493] [bbotk]           7  0.2504601
## INFO  [12:39:18.493] [bbotk]           1  0.1558783
## INFO  [12:39:18.493] [bbotk]           4  0.1409574
## INFO  [12:39:18.493] [bbotk]           4  0.2440526
## INFO  [12:39:18.493] [bbotk]           1  0.1560165
## INFO  [12:39:18.493] [bbotk]           2  0.1527239
## INFO  [12:39:18.493] [bbotk]           2  0.1559115
## INFO  [12:39:18.493] [bbotk]           4  0.2036622
## INFO  [12:39:18.493] [bbotk]           5  0.2477723
## INFO  [12:39:18.493] [bbotk]           4  0.1566082
## INFO  [12:39:18.714] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:18.842] [bbotk] Result of batch 38:
## INFO  [12:39:18.847] [bbotk]  heatF laneF    pointP reactiontimeP swimtimeP mediaParcialesP
## INFO  [12:39:18.847] [bbotk]      1     8  886.0000     0.7200000 129.16000        32.29000
## INFO  [12:39:18.847] [bbotk]      1     8  886.0000     0.6839198 129.16000        32.29000
## INFO  [12:39:18.847] [bbotk]      1     8  886.0000     0.7024194 652.38691        32.29000
## INFO  [12:39:18.847] [bbotk]     12     8  886.0000     0.7200000 129.16000        32.29000
## INFO  [12:39:18.847] [bbotk]      1     8  886.0000     0.7200000 129.16000        32.29000
## INFO  [12:39:18.847] [bbotk]      1     8  886.0000     0.7350893 116.13961        27.63938
## INFO  [12:39:18.847] [bbotk]      1     6  868.8180     0.7447521 553.50257        32.29000
## INFO  [12:39:18.847] [bbotk]      1     3  865.3476     0.7229311 129.16000        30.97825
## INFO  [12:39:18.847] [bbotk]      1     3  906.8968     0.7200000 129.16000        32.29000
## INFO  [12:39:18.847] [bbotk]      1     8  886.0000     0.7157372 129.16000        32.29000
## INFO  [12:39:18.847] [bbotk]      1     3  886.0000     0.7200070 129.16000        32.29000
## INFO  [12:39:18.847] [bbotk]      1     8  886.0000     0.7201467 129.16000        32.29000
## INFO  [12:39:18.847] [bbotk]      1     8  908.3657     0.6905773 129.16000        32.29000
## INFO  [12:39:18.847] [bbotk]      4     5  886.0000     0.7200000  54.02389        28.24041
## INFO  [12:39:18.847] [bbotk]      1     7 1002.7680     0.7200000 129.16000        32.29000
## INFO  [12:39:18.847] [bbotk]      9     8  886.0000     0.7200000 311.26628        32.47891
## INFO  [12:39:18.847] [bbotk]     11     8  924.5069     0.7200000 812.96141        32.96393
## INFO  [12:39:18.847] [bbotk]      1     9  886.0000     0.7200000 129.16000        33.08204
## INFO  [12:39:18.847] [bbotk]      1     8  881.1986     0.7200000 129.16000        32.29000
## INFO  [12:39:18.847] [bbotk]      1     8  886.0000     0.7200000 191.56297        32.29000
## INFO  [12:39:18.847] [bbotk]  medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO  [12:39:18.847] [bbotk]           32.81500         33.05000         30.48000  38  NA  741        0.10
## INFO  [12:39:18.847] [bbotk]           24.85515         27.54599         30.48000  38  NA  742        0.15
## INFO  [12:39:18.847] [bbotk]           35.65976         24.46447         28.47230  38  NA  743        0.30
## INFO  [12:39:18.847] [bbotk]           32.81500         33.05000         32.49158  38  NA  744        0.15
## INFO  [12:39:18.847] [bbotk]           32.82954         33.05000         28.63417  38  NA  745        0.20
## INFO  [12:39:18.847] [bbotk]           32.31342         28.72087         30.48000  38  NA  746        0.30
## INFO  [12:39:18.847] [bbotk]           32.83732         33.05000         30.50190  38  NA  747        0.10
## INFO  [12:39:18.847] [bbotk]           32.81500         33.05000         30.48000  38  NA  748        0.05
## INFO  [12:39:18.847] [bbotk]           32.81500         33.05000         29.67850  38  NA  749        0.00
## INFO  [12:39:18.847] [bbotk]           32.81500         33.05000         26.38390  38  NA  750        0.15
## INFO  [12:39:18.847] [bbotk]           32.81500         33.05000         29.14769  38  NA  751        0.05
## INFO  [12:39:18.847] [bbotk]           26.05171         32.50245         30.48000  38  NA  752        0.10
## INFO  [12:39:18.847] [bbotk]           32.81500         33.05000         28.49535  38  NA  753        0.05
## INFO  [12:39:18.847] [bbotk]           32.81500         30.50560         24.91186  38  NA  754        0.00
## INFO  [12:39:18.847] [bbotk]           32.81500         33.05000         25.83429  38  NA  755        0.00
## INFO  [12:39:18.847] [bbotk]           32.81500         33.05000         30.48000  38  NA  756        0.15
## INFO  [12:39:18.847] [bbotk]           22.01409         33.05000         30.48000  38  NA  757        0.05
## INFO  [12:39:18.847] [bbotk]           32.81500         33.05000         28.90201  38  NA  758        0.20
## INFO  [12:39:18.847] [bbotk]           32.81500         33.05000         30.48134  38  NA  759        0.10
## INFO  [12:39:18.847] [bbotk]           32.81500         33.05000         30.48000  38  NA  760        0.10
## INFO  [12:39:18.847] [bbotk]  dist_x_interest no_changed dist_train
## INFO  [12:39:18.847] [bbotk]      0.000000000          0  0.1500290
## INFO  [12:39:18.847] [bbotk]      0.053909306          3  0.1697951
## INFO  [12:39:18.847] [bbotk]      0.083131883          5  0.2117152
## INFO  [12:39:18.847] [bbotk]      0.068945684          2  0.2189746
## INFO  [12:39:18.847] [bbotk]      0.009344515          2  0.1560403
## INFO  [12:39:18.847] [bbotk]      0.037761423          5  0.1629362
## INFO  [12:39:18.847] [bbotk]      0.095410720          6  0.1831751
## INFO  [12:39:18.847] [bbotk]      0.071996085          4  0.1619978
## INFO  [12:39:18.847] [bbotk]      0.070261606          3  0.1568292
## INFO  [12:39:18.847] [bbotk]      0.021307915          2  0.1679524
## INFO  [12:39:18.847] [bbotk]      0.065528812          3  0.1535115
## INFO  [12:39:18.847] [bbotk]      0.027955442          3  0.1659290
## INFO  [12:39:18.847] [bbotk]      0.022719795          3  0.1452910
## INFO  [12:39:18.847] [bbotk]      0.174836735          6  0.2443867
## INFO  [12:39:18.847] [bbotk]      0.123578254          3  0.2041310
## INFO  [12:39:18.847] [bbotk]      0.070865969          3  0.2208949
## INFO  [12:39:18.847] [bbotk]      0.159424375          5  0.2752961
## INFO  [12:39:18.847] [bbotk]      0.070009487          3  0.1579945
## INFO  [12:39:18.847] [bbotk]      0.001708176          2  0.1517371
## INFO  [12:39:18.847] [bbotk]      0.003861360          1  0.1538903
## INFO  [12:39:19.043] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:19.171] [bbotk] Result of batch 39:
## INFO  [12:39:19.176] [bbotk]  heatF laneF    pointP reactiontimeP swimtimeP mediaParcialesP
## INFO  [12:39:19.176] [bbotk]      8     2  914.0050     0.6929968  129.1600        32.29000
## INFO  [12:39:19.176] [bbotk]      1     9  862.4498     0.7418664  129.1600        32.29000
## INFO  [12:39:19.176] [bbotk]      1     8  906.8968     0.7200000  129.1600        32.29000
## INFO  [12:39:19.176] [bbotk]      1     4  886.0000     0.7200000  729.4166        30.43384
## INFO  [12:39:19.176] [bbotk]      1     8  990.1952     0.7200000  129.1600        32.29000
## INFO  [12:39:19.176] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:19.176] [bbotk]      1     8  889.1442     0.7200000  450.5796        35.25900
## INFO  [12:39:19.176] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:19.176] [bbotk]      1     6  885.8378     0.6957305  129.1600        28.52281
## INFO  [12:39:19.176] [bbotk]      1     8  885.9958     0.7202118  129.1600        32.29000
## INFO  [12:39:19.176] [bbotk]     10     8  886.0000     0.7204225  236.9636        32.29000
## INFO  [12:39:19.176] [bbotk]      1     3  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:19.176] [bbotk]      2     8  912.6145     0.7093082  129.1600        32.29000
## INFO  [12:39:19.176] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:19.176] [bbotk]      1     8 1002.9466     0.7200000  129.1600        32.29000
## INFO  [12:39:19.176] [bbotk]     10     0  937.9969     0.7200000  129.1600        32.29000
## INFO  [12:39:19.176] [bbotk]      1     8  931.1378     0.7283238  129.1600        34.98506
## INFO  [12:39:19.176] [bbotk]      8     8  890.8958     0.6373977  452.6552        32.29000
## INFO  [12:39:19.176] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:19.176] [bbotk]      1     0  886.0000     0.7200000  129.1600        23.94437
## INFO  [12:39:19.176] [bbotk]  medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO  [12:39:19.176] [bbotk]           32.81500         33.05000         30.48000  39  NA  761        0.10
## INFO  [12:39:19.176] [bbotk]           32.81500         30.22546         29.67850  39  NA  762        0.20
## INFO  [12:39:19.176] [bbotk]           32.81500         33.05000         30.48000  39  NA  763        0.05
## INFO  [12:39:19.176] [bbotk]           32.81500         29.50430         26.06801  39  NA  764        0.00
## INFO  [12:39:19.176] [bbotk]           26.41472         33.05000         26.73057  39  NA  765        0.05
## INFO  [12:39:19.176] [bbotk]           32.30034         33.05000         30.48000  39  NA  766        0.05
## INFO  [12:39:19.176] [bbotk]           31.86739         29.16894         30.48000  39  NA  767        0.20
## INFO  [12:39:19.176] [bbotk]           32.81500         33.05000         30.81603  39  NA  768        0.15
## INFO  [12:39:19.176] [bbotk]           30.76935         33.05000         30.67027  39  NA  769        0.05
## INFO  [12:39:19.176] [bbotk]           32.50767         33.05000         29.53596  39  NA  770        0.00
## INFO  [12:39:19.176] [bbotk]           32.81500         22.88778         30.48000  39  NA  771        0.25
## INFO  [12:39:19.176] [bbotk]           32.81500         33.05000         30.48000  39  NA  772        0.00
## INFO  [12:39:19.176] [bbotk]           32.81500         30.01922         23.71319  39  NA  773        0.05
## INFO  [12:39:19.176] [bbotk]           32.81500         33.05000         28.61082  39  NA  774        0.20
## INFO  [12:39:19.176] [bbotk]           32.81500         33.05000         30.48000  39  NA  775        0.10
## INFO  [12:39:19.176] [bbotk]           32.81500         33.05000         30.48000  39  NA  776        0.10
## INFO  [12:39:19.176] [bbotk]           32.81500         33.05000         29.40828  39  NA  777        0.05
## INFO  [12:39:19.176] [bbotk]           31.15744         28.29587         30.48000  39  NA  778        0.20
## INFO  [12:39:19.176] [bbotk]           32.81500         33.05000         30.48000  39  NA  779        0.10
## INFO  [12:39:19.176] [bbotk]           32.81500         25.77669         28.47396  39  NA  780        0.25
## INFO  [12:39:19.176] [bbotk]  dist_x_interest no_changed dist_train
## INFO  [12:39:19.176] [bbotk]      0.131983181          4  0.2217712
## INFO  [12:39:19.176] [bbotk]      0.083575076          5  0.1682921
## INFO  [12:39:19.176] [bbotk]      0.007404963          1  0.1560165
## INFO  [12:39:19.176] [bbotk]      0.136820310          5  0.1577125
## INFO  [12:39:19.176] [bbotk]      0.080607308          3  0.1801755
## INFO  [12:39:19.176] [bbotk]      0.001995652          1  0.1520246
## INFO  [12:39:19.176] [bbotk]      0.048935697          5  0.1899906
## INFO  [12:39:19.176] [bbotk]      0.001690889          1  0.1517198
## INFO  [12:39:19.176] [bbotk]      0.087173382          6  0.1781066
## INFO  [12:39:19.176] [bbotk]      0.005978190          4  0.1527175
## INFO  [12:39:19.176] [bbotk]      0.097225175          4  0.2471160
## INFO  [12:39:19.176] [bbotk]      0.058823529          1  0.1500290
## INFO  [12:39:19.176] [bbotk]      0.113494731          5  0.2254672
## INFO  [12:39:19.176] [bbotk]      0.009405602          1  0.1562141
## INFO  [12:39:19.176] [bbotk]      0.041441028          1  0.1802683
## INFO  [12:39:19.176] [bbotk]      0.136072626          3  0.2258606
## INFO  [12:39:19.176] [bbotk]      0.033791651          4  0.1618332
## INFO  [12:39:19.176] [bbotk]      0.115312293          6  0.2226257
## INFO  [12:39:19.176] [bbotk]      0.000000000          0  0.1500290
## INFO  [12:39:19.176] [bbotk]      0.125777438          4  0.2067324
## INFO  [12:39:19.366] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:19.505] [bbotk] Result of batch 40:
## INFO  [12:39:19.511] [bbotk]  heatF laneF    pointP reactiontimeP swimtimeP mediaParcialesP
## INFO  [12:39:19.511] [bbotk]      1     8  923.9067     0.6830626  129.1600        32.29000
## INFO  [12:39:19.511] [bbotk]      1     8  903.1654     0.7063567  939.8137        32.29000
## INFO  [12:39:19.511] [bbotk]      1     8  886.0000     0.7184903  129.1600        32.29000
## INFO  [12:39:19.511] [bbotk]     10     8  883.8376     0.7124593  129.1600        27.47152
## INFO  [12:39:19.511] [bbotk]      1     3  886.0000     0.7200000  272.7316        32.29000
## INFO  [12:39:19.511] [bbotk]      1     5  886.0000     0.7242051  129.1600        33.41338
## INFO  [12:39:19.511] [bbotk]      7     7  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:19.511] [bbotk]      1     8  886.0000     0.7160680  129.1600        32.29000
## INFO  [12:39:19.511] [bbotk]      1     5  886.0000     0.6950269  514.2580        32.29000
## INFO  [12:39:19.511] [bbotk]      1     0  981.5942     0.7107066  500.0983        32.29000
## INFO  [12:39:19.511] [bbotk]      1     3  971.0874     0.7345698  507.2025        32.29000
## INFO  [12:39:19.511] [bbotk]      1     8  906.9228     0.7200000  129.1600        32.29000
## INFO  [12:39:19.511] [bbotk]      1     1 1021.4682     0.6655516  129.1600        26.41469
## INFO  [12:39:19.511] [bbotk]     10     8  886.0000     0.7200000  183.4081        35.58292
## INFO  [12:39:19.511] [bbotk]      1     8  886.0000     0.7045210  129.1600        32.29000
## INFO  [12:39:19.511] [bbotk]      1     8  901.2003     0.7200000  129.1600        34.64364
## INFO  [12:39:19.511] [bbotk]      1     4  914.0050     0.7200000  129.1600        33.08204
## INFO  [12:39:19.511] [bbotk]     11     8  886.0000     0.7798880  929.6836        32.29000
## INFO  [12:39:19.511] [bbotk]     12     8  886.0000     0.7085748  129.1600        32.29000
## INFO  [12:39:19.511] [bbotk]      3     3  885.7929     0.7200000  129.1600        32.29000
## INFO  [12:39:19.511] [bbotk]  medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO  [12:39:19.511] [bbotk]           32.81500         28.77052         29.38138  40  NA  781        0.25
## INFO  [12:39:19.511] [bbotk]           22.98468         33.05000         30.81276  40  NA  782        0.00
## INFO  [12:39:19.511] [bbotk]           32.81500         33.05000         30.19477  40  NA  783        0.10
## INFO  [12:39:19.511] [bbotk]           32.74409         36.11693         30.48000  40  NA  784        0.10
## INFO  [12:39:19.511] [bbotk]           32.81500         33.05000         23.20444  40  NA  785        0.15
## INFO  [12:39:19.511] [bbotk]           32.81500         21.91625         30.48000  40  NA  786        0.20
## INFO  [12:39:19.511] [bbotk]           32.81500         33.05000         30.48000  40  NA  787        0.10
## INFO  [12:39:19.511] [bbotk]           32.81500         30.01922         30.48000  40  NA  788        0.10
## INFO  [12:39:19.511] [bbotk]           32.81500         33.05000         27.62930  40  NA  789        0.05
## INFO  [12:39:19.511] [bbotk]           32.81500         32.16055         30.48000  40  NA  790        0.10
## INFO  [12:39:19.511] [bbotk]           32.81500         33.05000         30.48000  40  NA  791        0.00
## INFO  [12:39:19.511] [bbotk]           32.81500         30.98023         28.61082  40  NA  792        0.00
## INFO  [12:39:19.511] [bbotk]           32.81500         33.05000         21.44477  40  NA  793        0.10
## INFO  [12:39:19.511] [bbotk]           32.81500         33.05000         30.48000  40  NA  794        0.15
## INFO  [12:39:19.511] [bbotk]           32.81500         23.89565         24.23025  40  NA  795        0.30
## INFO  [12:39:19.511] [bbotk]           32.81500         33.05000         29.53317  40  NA  796        0.00
## INFO  [12:39:19.511] [bbotk]           32.81500         33.05000         30.48000  40  NA  797        0.15
## INFO  [12:39:19.511] [bbotk]           32.81500         33.05000         25.82597  40  NA  798        0.15
## INFO  [12:39:19.511] [bbotk]           32.81500         33.05000         30.48000  40  NA  799        0.10
## INFO  [12:39:19.511] [bbotk]           32.81500         23.43578         29.67364  40  NA  800        0.25
## INFO  [12:39:19.511] [bbotk]  dist_x_interest no_changed dist_train
## INFO  [12:39:19.511] [bbotk]      0.038329657          4  0.1403206
## INFO  [12:39:19.511] [bbotk]      0.098266208          5  0.2230277
## INFO  [12:39:19.511] [bbotk]      0.001681929          2  0.1488404
## INFO  [12:39:19.511] [bbotk]      0.090397458          6  0.2317682
## INFO  [12:39:19.511] [bbotk]      0.104317681          3  0.1923027
## INFO  [12:39:19.511] [bbotk]      0.098802902          4  0.1886341
## INFO  [12:39:19.511] [bbotk]      0.117647059          2  0.2088525
## INFO  [12:39:19.511] [bbotk]      0.010085329          2  0.1594325
## INFO  [12:39:19.511] [bbotk]      0.101077717          4  0.1890627
## INFO  [12:39:19.511] [bbotk]      0.119940772          5  0.2097288
## INFO  [12:39:19.511] [bbotk]      0.114748119          4  0.2012681
## INFO  [12:39:19.511] [bbotk]      0.023268471          3  0.1435803
## INFO  [12:39:19.511] [bbotk]      0.185265168          5  0.2127633
## INFO  [12:39:19.511] [bbotk]      0.075673927          3  0.2257029
## INFO  [12:39:19.511] [bbotk]      0.062499484          3  0.1917696
## INFO  [12:39:19.511] [bbotk]      0.019795426          3  0.1638350
## INFO  [12:39:19.511] [bbotk]      0.071992957          3  0.1253225
## INFO  [12:39:19.511] [bbotk]      0.141562655          4  0.2851032
## INFO  [12:39:19.511] [bbotk]      0.060690387          2  0.2107193
## INFO  [12:39:19.511] [bbotk]      0.151732597          5  0.2397176
## INFO  [12:39:19.712] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:19.913] [bbotk] Result of batch 41:
## INFO  [12:39:19.918] [bbotk]  heatF laneF    pointP reactiontimeP swimtimeP mediaParcialesP
## INFO  [12:39:19.918] [bbotk]      1     8  886.0000     0.7296377  129.1600        32.29000
## INFO  [12:39:19.918] [bbotk]      1     8  996.1780     0.6760587  129.1600        32.29000
## INFO  [12:39:19.918] [bbotk]      1     8  886.0000     0.7347080  501.8077        29.62815
## INFO  [12:39:19.918] [bbotk]      1     8  863.5405     0.7200000  699.4583        26.27606
## INFO  [12:39:19.918] [bbotk]      1     8  886.0000     0.6773118  129.1600        32.29000
## INFO  [12:39:19.918] [bbotk]      6     4  886.0000     0.6778006  129.1600        23.97139
## INFO  [12:39:19.918] [bbotk]      1     9  909.5910     0.7200000  129.1600        32.29000
## INFO  [12:39:19.918] [bbotk]      1     8  974.3541     0.6992271  184.2154        32.29000
## INFO  [12:39:19.918] [bbotk]      1     5  906.8971     0.7200273  865.1178        32.29000
## INFO  [12:39:19.918] [bbotk]      1     8  886.0000     0.7201879  557.9401        32.29000
## INFO  [12:39:19.918] [bbotk]      1     8  886.0000     0.7200000  129.1600        26.35609
## INFO  [12:39:19.918] [bbotk]      1     3  886.0000     0.7200000  129.1600        29.92877
## INFO  [12:39:19.918] [bbotk]      1     8  936.6745     0.7200000  438.4820        32.29000
## INFO  [12:39:19.918] [bbotk]      1     4  886.0000     0.6901850  381.3020        32.29000
## INFO  [12:39:19.918] [bbotk]      1     8  899.5859     0.6948272  129.1600        32.29000
## INFO  [12:39:19.918] [bbotk]      1     4 1000.1249     0.7321629  968.8067        32.29000
## INFO  [12:39:19.918] [bbotk]      1     3  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:19.918] [bbotk]      1     8  906.8968     0.7200000  711.0369        34.38987
## INFO  [12:39:19.918] [bbotk]      1     2  886.0000     0.7029347  129.1600        32.29000
## INFO  [12:39:19.918] [bbotk]      1     8  878.3002     0.7023467  129.1600        32.29000
## INFO  [12:39:19.918] [bbotk]  medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO  [12:39:19.918] [bbotk]           32.83802         33.05000         30.48000  41  NA  801        0.10
## INFO  [12:39:19.918] [bbotk]           29.77041         33.05000         29.59568  41  NA  802        0.00
## INFO  [12:39:19.918] [bbotk]           32.81500         33.05000         30.48000  41  NA  803        0.05
## INFO  [12:39:19.918] [bbotk]           32.01573         33.05000         22.79551  41  NA  804        0.20
## INFO  [12:39:19.918] [bbotk]           23.08849         33.05000         30.48000  41  NA  805        0.10
## INFO  [12:39:19.918] [bbotk]           32.81500         33.05000         26.17958  41  NA  806        0.10
## INFO  [12:39:19.918] [bbotk]           34.93759         34.90495         30.81005  41  NA  807        0.30
## INFO  [12:39:19.918] [bbotk]           27.94051         33.05000         28.67334  41  NA  808        0.00
## INFO  [12:39:19.918] [bbotk]           32.81500         33.05000         30.48000  41  NA  809        0.00
## INFO  [12:39:19.918] [bbotk]           32.81500         32.74469         30.48000  41  NA  810        0.05
## INFO  [12:39:19.918] [bbotk]           24.51550         26.35886         30.48000  41  NA  811        0.25
## INFO  [12:39:19.918] [bbotk]           32.81500         39.06690         28.55302  41  NA  812        0.10
## INFO  [12:39:19.918] [bbotk]           32.81500         30.01922         31.24226  41  NA  813        0.15
## INFO  [12:39:19.918] [bbotk]           32.81500         30.88637         21.49043  41  NA  814        0.00
## INFO  [12:39:19.918] [bbotk]           32.29023         33.32630         30.48000  41  NA  815        0.00
## INFO  [12:39:19.918] [bbotk]           32.81500         33.05000         30.16183  41  NA  816        0.00
## INFO  [12:39:19.918] [bbotk]           32.81500         33.05000         30.48000  41  NA  817        0.00
## INFO  [12:39:19.918] [bbotk]           32.81500         33.05000         29.67850  41  NA  818        0.00
## INFO  [12:39:19.918] [bbotk]           34.42933         33.05000         29.59467  41  NA  819        0.25
## INFO  [12:39:19.918] [bbotk]           26.03815         32.23127         30.48000  41  NA  820        0.10
## INFO  [12:39:19.918] [bbotk]  dist_x_interest no_changed dist_train
## INFO  [12:39:19.918] [bbotk]      0.001664066          2  0.1483649
## INFO  [12:39:19.918] [bbotk]      0.062478094          4  0.1550902
## INFO  [12:39:19.918] [bbotk]      0.036369565          3  0.1807545
## INFO  [12:39:19.918] [bbotk]      0.109658570          5  0.2315414
## INFO  [12:39:19.918] [bbotk]      0.044690938          2  0.1721261
## INFO  [12:39:19.918] [bbotk]      0.180269642          5  0.1946606
## INFO  [12:39:19.918] [bbotk]      0.082853940          5  0.1717723
## INFO  [12:39:19.918] [bbotk]      0.066102443          5  0.1588821
## INFO  [12:39:19.918] [bbotk]      0.111772531          4  0.2015516
## INFO  [12:39:19.918] [bbotk]      0.027513901          3  0.1774815
## INFO  [12:39:19.918] [bbotk]      0.077345410          3  0.1850659
## INFO  [12:39:19.918] [bbotk]      0.096942388          4  0.1844322
## INFO  [12:39:19.918] [bbotk]      0.050375657          4  0.1754940
## INFO  [12:39:19.918] [bbotk]      0.131273465          5  0.1627215
## INFO  [12:39:19.918] [bbotk]      0.011823211          4  0.1542395
## INFO  [12:39:19.918] [bbotk]      0.154808612          5  0.1946185
## INFO  [12:39:19.918] [bbotk]      0.058823529          1  0.1500290
## INFO  [12:39:19.918] [bbotk]      0.056048143          4  0.1975130
## INFO  [12:39:19.918] [bbotk]      0.072326659          4  0.1596912
## INFO  [12:39:19.918] [bbotk]      0.034441967          4  0.1649567
## INFO  [12:39:20.112] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:20.249] [bbotk] Result of batch 42:
## INFO  [12:39:20.254] [bbotk]  heatF laneF    pointP reactiontimeP swimtimeP mediaParcialesP
## INFO  [12:39:20.254] [bbotk]      1     8  886.0000     0.7160680 168.62620        23.59062
## INFO  [12:39:20.254] [bbotk]      1     8  886.0000     0.6930592 129.16000        32.29000
## INFO  [12:39:20.254] [bbotk]      1     8  886.0000     0.7200000 124.16434        25.79175
## INFO  [12:39:20.254] [bbotk]      1     8  898.1330     0.7200000 129.16000        32.29000
## INFO  [12:39:20.254] [bbotk]      1     8  908.3657     0.7200000 129.16000        32.29000
## INFO  [12:39:20.254] [bbotk]      1     8  906.8968     0.7200000 129.16000        21.87447
## INFO  [12:39:20.254] [bbotk]      1     8  906.9228     0.7200000 129.16000        32.29000
## INFO  [12:39:20.254] [bbotk]      3     8 1012.2864     0.7200000 129.16000        32.29000
## INFO  [12:39:20.254] [bbotk]      7     1  886.0000     0.6935079 129.16000        32.29000
## INFO  [12:39:20.254] [bbotk]      1     3  886.0000     0.7200000 129.16000        32.29000
## INFO  [12:39:20.254] [bbotk]      1     8  912.9378     0.6937356 129.16000        32.29000
## INFO  [12:39:20.254] [bbotk]      1     8  886.0000     0.7621686 129.16000        25.62849
## INFO  [12:39:20.254] [bbotk]      1     8  883.6842     0.7200000 129.16000        32.29000
## INFO  [12:39:20.254] [bbotk]      1     8  886.0000     0.7200000 129.16000        22.88643
## INFO  [12:39:20.254] [bbotk]      1     8  925.4383     0.7170536 129.16000        32.29000
## INFO  [12:39:20.254] [bbotk]      1     3 1006.4198     0.7446323 219.12279        32.29000
## INFO  [12:39:20.254] [bbotk]      1     7  886.0000     0.7200000 129.16000        32.29000
## INFO  [12:39:20.254] [bbotk]      1     4  886.0000     0.7067161  96.00129        31.68223
## INFO  [12:39:20.254] [bbotk]      1     8  902.1418     0.7200000 129.16000        32.29000
## INFO  [12:39:20.254] [bbotk]      1     4  886.0000     0.7200000 129.16000        32.29000
## INFO  [12:39:20.254] [bbotk]  medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO  [12:39:20.254] [bbotk]           32.81500         30.01922         30.48000  42  NA  821        0.10
## INFO  [12:39:20.254] [bbotk]           30.16714         30.50560         30.48000  42  NA  822        0.00
## INFO  [12:39:20.254] [bbotk]           32.81500         30.50560         30.48000  42  NA  823        0.15
## INFO  [12:39:20.254] [bbotk]           32.81500         33.05000         26.91285  42  NA  824        0.00
## INFO  [12:39:20.254] [bbotk]           32.81500         29.75446         28.49535  42  NA  825        0.15
## INFO  [12:39:20.254] [bbotk]           32.81500         32.14190         30.48000  42  NA  826        0.10
## INFO  [12:39:20.254] [bbotk]           32.81500         30.98023         32.39556  42  NA  827        0.10
## INFO  [12:39:20.254] [bbotk]           32.70116         33.05000         30.48000  42  NA  828        0.10
## INFO  [12:39:20.254] [bbotk]           32.81500         33.05000         25.83429  42  NA  829        0.15
## INFO  [12:39:20.254] [bbotk]           32.81500         33.05000         30.48000  42  NA  830        0.00
## INFO  [12:39:20.254] [bbotk]           32.83643         33.17008         29.31128  42  NA  831        0.05
## INFO  [12:39:20.254] [bbotk]           32.81500         33.35334         30.48000  42  NA  832        0.20
## INFO  [12:39:20.254] [bbotk]           32.81500         33.05000         29.53374  42  NA  833        0.10
## INFO  [12:39:20.254] [bbotk]           32.81500         31.02391         29.53596  42  NA  834        0.10
## INFO  [12:39:20.254] [bbotk]           32.81500         33.05000         30.48000  42  NA  835        0.10
## INFO  [12:39:20.254] [bbotk]           32.81500         33.05000         24.80373  42  NA  836        0.00
## INFO  [12:39:20.254] [bbotk]           32.31342         35.06662         23.42364  42  NA  837        0.10
## INFO  [12:39:20.254] [bbotk]           24.21297         33.05000         29.99072  42  NA  838        0.15
## INFO  [12:39:20.254] [bbotk]           32.81500         33.05000         29.66903  42  NA  839        0.00
## INFO  [12:39:20.254] [bbotk]           30.77647         22.62404         29.67680  42  NA  840        0.05
## INFO  [12:39:20.254] [bbotk]  dist_x_interest no_changed dist_train
## INFO  [12:39:20.254] [bbotk]      0.048175502          4  0.1775666
## INFO  [12:39:20.254] [bbotk]      0.022596986          3  0.1438901
## INFO  [12:39:20.254] [bbotk]      0.034864958          3  0.1649227
## INFO  [12:39:20.254] [bbotk]      0.022249146          2  0.1616878
## INFO  [12:39:20.254] [bbotk]      0.028179927          3  0.1466576
## INFO  [12:39:20.254] [bbotk]      0.052914757          3  0.1768311
## INFO  [12:39:20.254] [bbotk]      0.023501877          3  0.1601172
## INFO  [12:39:20.254] [bbotk]      0.104015635          3  0.2419600
## INFO  [12:39:20.254] [bbotk]      0.145352810          4  0.1745143
## INFO  [12:39:20.254] [bbotk]      0.058823529          1  0.1500290
## INFO  [12:39:20.254] [bbotk]      0.020175372          5  0.1450801
## INFO  [12:39:20.254] [bbotk]      0.035132772          3  0.1795177
## INFO  [12:39:20.254] [bbotk]      0.005582152          2  0.1523907
## INFO  [12:39:20.254] [bbotk]      0.049596657          3  0.1718556
## INFO  [12:39:20.254] [bbotk]      0.014456743          2  0.1523211
## INFO  [12:39:20.254] [bbotk]      0.139649639          5  0.2229492
## INFO  [12:39:20.254] [bbotk]      0.102558809          4  0.1777639
## INFO  [12:39:20.254] [bbotk]      0.101353844          6  0.1469088
## INFO  [12:39:20.254] [bbotk]      0.009800732          2  0.1545403
## INFO  [12:39:20.254] [bbotk]      0.103253508          4  0.1481730
## INFO  [12:39:20.455] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:20.583] [bbotk] Result of batch 43:
## INFO  [12:39:20.588] [bbotk]  heatF laneF    pointP reactiontimeP swimtimeP mediaParcialesP
## INFO  [12:39:20.588] [bbotk]      1     8  885.7929     0.7200000  129.1600        32.29000
## INFO  [12:39:20.588] [bbotk]      1     8  996.4422     0.7200000  380.0569        34.09072
## INFO  [12:39:20.588] [bbotk]      4     8 1015.3803     0.7200000  129.1600        32.29000
## INFO  [12:39:20.588] [bbotk]      1     8  906.8968     0.7200000  129.1600        32.29000
## INFO  [12:39:20.588] [bbotk]      1     6  887.8043     0.7200000  129.1600        32.29000
## INFO  [12:39:20.588] [bbotk]      1     3  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:20.588] [bbotk]      1     9  886.0000     0.7269779  571.8959        32.29000
## INFO  [12:39:20.588] [bbotk]      1     3 1021.5266     0.7037372  129.1600        32.29000
## INFO  [12:39:20.588] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:20.588] [bbotk]      1     8  886.0000     0.7226873  534.0450        32.29000
## INFO  [12:39:20.588] [bbotk]      1     2  947.6622     0.6734944  129.1600        32.14446
## INFO  [12:39:20.588] [bbotk]      1     2  886.0000     0.7124734  129.1600        21.80748
## INFO  [12:39:20.588] [bbotk]     10     4  886.0000     0.6854181  572.3219        32.29000
## INFO  [12:39:20.588] [bbotk]      1     4  864.0190     0.7200000  129.1600        30.48691
## INFO  [12:39:20.588] [bbotk]      4     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:20.588] [bbotk]      1     3  886.0000     0.7135993  129.1600        32.29000
## INFO  [12:39:20.588] [bbotk]      1     8  903.4199     0.7200000  129.1600        32.29000
## INFO  [12:39:20.588] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:20.588] [bbotk]      1     9  956.7554     0.7202118  129.1600        32.29000
## INFO  [12:39:20.588] [bbotk]      1     8  906.8968     0.7200000  129.1600        28.44463
## INFO  [12:39:20.588] [bbotk]  medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO  [12:39:20.588] [bbotk]           32.81500         33.05000         30.48000  43  NA  841        0.10
## INFO  [12:39:20.588] [bbotk]           31.55267         33.05000         30.48000  43  NA  842        0.10
## INFO  [12:39:20.588] [bbotk]           32.81500         33.05000         30.48000  43  NA  843        0.10
## INFO  [12:39:20.588] [bbotk]           32.81500         21.80821         30.48000  43  NA  844        0.25
## INFO  [12:39:20.588] [bbotk]           32.81500         33.05000         31.18859  43  NA  845        0.10
## INFO  [12:39:20.588] [bbotk]           32.81500         31.73184         28.22495  43  NA  846        0.10
## INFO  [12:39:20.588] [bbotk]           32.81500         22.40829         30.48000  43  NA  847        0.20
## INFO  [12:39:20.588] [bbotk]           25.41003         36.67807         30.48000  43  NA  848        0.00
## INFO  [12:39:20.588] [bbotk]           32.81500         32.26813         30.06045  43  NA  849        0.15
## INFO  [12:39:20.588] [bbotk]           32.81500         35.09275         27.50301  43  NA  850        0.15
## INFO  [12:39:20.588] [bbotk]           31.02753         33.05000         23.87685  43  NA  851        0.10
## INFO  [12:39:20.588] [bbotk]           32.81500         33.05000         30.57047  43  NA  852        0.15
## INFO  [12:39:20.588] [bbotk]           32.81500         28.05344         30.48000  43  NA  853        0.05
## INFO  [12:39:20.588] [bbotk]           32.81500         33.05000         29.08316  43  NA  854        0.10
## INFO  [12:39:20.588] [bbotk]           32.81500         33.05000         30.48000  43  NA  855        0.10
## INFO  [12:39:20.588] [bbotk]           32.81500         33.05000         27.80909  43  NA  856        0.10
## INFO  [12:39:20.588] [bbotk]           34.38260         36.42671         30.48000  43  NA  857        0.15
## INFO  [12:39:20.588] [bbotk]           30.70552         33.05000         30.48000  43  NA  858        0.05
## INFO  [12:39:20.588] [bbotk]           32.81500         37.60595         29.53596  43  NA  859        0.00
## INFO  [12:39:20.588] [bbotk]           32.81500         26.70488         30.48000  43  NA  860        0.30
## INFO  [12:39:20.588] [bbotk]  dist_x_interest no_changed dist_train
## INFO  [12:39:20.588] [bbotk]     7.340443e-05          1  0.1501024
## INFO  [12:39:20.588] [bbotk]     6.693490e-02          4  0.1959724
## INFO  [12:39:20.588] [bbotk]     1.046706e-01          2  0.2434978
## INFO  [12:39:20.588] [bbotk]     4.243050e-02          2  0.1782527
## INFO  [12:39:20.588] [bbotk]     6.302848e-02          3  0.1529552
## INFO  [12:39:20.588] [bbotk]     7.427775e-02          3  0.1622627
## INFO  [12:39:20.588] [bbotk]     1.205151e-01          4  0.2094402
## INFO  [12:39:20.588] [bbotk]     1.495234e-01          5  0.2238689
## INFO  [12:39:20.588] [bbotk]     4.547204e-03          2  0.1513557
## INFO  [12:39:20.588] [bbotk]     4.683705e-02          4  0.1925181
## INFO  [12:39:20.588] [bbotk]     1.290273e-01          6  0.1895926
## INFO  [12:39:20.588] [bbotk]     1.034636e-01          4  0.1944232
## INFO  [12:39:20.588] [bbotk]     1.662871e-01          5  0.2237980
## INFO  [12:39:20.588] [bbotk]     8.103015e-02          4  0.1395766
## INFO  [12:39:20.588] [bbotk]     5.882353e-02          1  0.2088525
## INFO  [12:39:20.588] [bbotk]     7.330929e-02          3  0.1612943
## INFO  [12:39:20.588] [bbotk]     2.277210e-02          3  0.1634890
## INFO  [12:39:20.588] [bbotk]     8.179781e-03          1  0.1561613
## INFO  [12:39:20.588] [bbotk]     1.028761e-01          5  0.1750564
## INFO  [12:39:20.588] [bbotk]     4.293163e-02          3  0.1587977
## INFO  [12:39:20.768] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:20.911] [bbotk] Result of batch 44:
## INFO  [12:39:20.917] [bbotk]  heatF laneF    pointP reactiontimeP swimtimeP mediaParcialesP
## INFO  [12:39:20.917] [bbotk]     11     8  886.0000     0.7200000 285.03127        32.29000
## INFO  [12:39:20.917] [bbotk]      1     8  886.0000     0.7200000 129.16000        32.29000
## INFO  [12:39:20.917] [bbotk]      1     3  886.0000     0.7200000 129.16000        32.29000
## INFO  [12:39:20.917] [bbotk]      1     2  886.0000     0.7200000 129.16000        32.29000
## INFO  [12:39:20.917] [bbotk]      1     4  886.0000     0.7200000 129.16000        32.29000
## INFO  [12:39:20.917] [bbotk]      1     8  961.6624     0.7200000 129.16000        32.29000
## INFO  [12:39:20.917] [bbotk]      1     4  886.0000     0.7200000 129.16000        32.29000
## INFO  [12:39:20.917] [bbotk]     12     6  898.1330     0.7200000 757.26927        32.29000
## INFO  [12:39:20.917] [bbotk]     11     2  886.0000     0.7200000 154.63741        32.29000
## INFO  [12:39:20.917] [bbotk]      9     8  999.7064     0.7003180 129.16000        32.29000
## INFO  [12:39:20.917] [bbotk]      6     8 1021.8688     0.7200000  31.70176        32.29000
## INFO  [12:39:20.917] [bbotk]      1     8  886.0000     0.6930592 129.16000        32.29000
## INFO  [12:39:20.917] [bbotk]      1     4  914.8288     0.6918950 763.11322        32.03379
## INFO  [12:39:20.917] [bbotk]      2     8  907.5260     0.7199597 844.06971        33.61562
## INFO  [12:39:20.917] [bbotk]     10     8  885.0618     0.7200000 146.39916        32.29000
## INFO  [12:39:20.917] [bbotk]      1     8  912.6145     0.6976521 129.16000        32.29000
## INFO  [12:39:20.917] [bbotk]      1     8  886.0000     0.7200000 145.53750        32.29000
## INFO  [12:39:20.917] [bbotk]      1     8  886.0000     0.7200000 129.16000        32.29000
## INFO  [12:39:20.917] [bbotk]      1     8  886.0000     0.6930592 129.16000        32.29000
## INFO  [12:39:20.917] [bbotk]      1     7  936.5701     0.7226894 304.15494        35.11693
## INFO  [12:39:20.917] [bbotk]  medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO  [12:39:20.917] [bbotk]           30.53391         33.05000         29.67364  44  NA  861        0.00
## INFO  [12:39:20.917] [bbotk]           32.81500         33.05000         30.48000  44  NA  862        0.10
## INFO  [12:39:20.917] [bbotk]           32.81500         33.05000         29.67850  44  NA  863        0.05
## INFO  [12:39:20.917] [bbotk]           32.81500         33.05000         30.48000  44  NA  864        0.20
## INFO  [12:39:20.917] [bbotk]           32.81500         33.05000         30.48000  44  NA  865        0.05
## INFO  [12:39:20.917] [bbotk]           32.81500         27.46660         30.48000  44  NA  866        0.35
## INFO  [12:39:20.917] [bbotk]           32.81500         33.05000         30.48000  44  NA  867        0.05
## INFO  [12:39:20.917] [bbotk]           32.81500         33.05000         24.98803  44  NA  868        0.00
## INFO  [12:39:20.917] [bbotk]           32.81500         27.22861         30.48000  44  NA  869        0.30
## INFO  [12:39:20.917] [bbotk]           32.81500         33.05000         30.48000  44  NA  870        0.10
## INFO  [12:39:20.917] [bbotk]           32.55434         33.05000         29.53596  44  NA  871        0.10
## INFO  [12:39:20.917] [bbotk]           32.81500         30.50560         30.48000  44  NA  872        0.05
## INFO  [12:39:20.917] [bbotk]           32.81500         34.57241         28.91956  44  NA  873        0.00
## INFO  [12:39:20.917] [bbotk]           33.89787         33.05000         28.45591  44  NA  874        0.05
## INFO  [12:39:20.917] [bbotk]           32.81500         33.05000         30.48000  44  NA  875        0.10
## INFO  [12:39:20.917] [bbotk]           32.82954         24.10917         30.42536  44  NA  876        0.35
## INFO  [12:39:20.917] [bbotk]           31.95041         33.05000         30.48000  44  NA  877        0.05
## INFO  [12:39:20.917] [bbotk]           32.81500         33.05000         30.48000  44  NA  878        0.10
## INFO  [12:39:20.917] [bbotk]           32.32616         30.50560         30.48000  44  NA  879        0.00
## INFO  [12:39:20.917] [bbotk]           32.70116         36.76471         30.48000  44  NA  880        0.15
## INFO  [12:39:20.917] [bbotk]  dist_x_interest no_changed dist_train
## INFO  [12:39:20.917] [bbotk]      0.081371277          4  0.2199068
## INFO  [12:39:20.917] [bbotk]      0.000000000          0  0.1500290
## INFO  [12:39:20.917] [bbotk]      0.062856643          2  0.1508416
## INFO  [12:39:20.917] [bbotk]      0.058823529          1  0.1500290
## INFO  [12:39:20.917] [bbotk]      0.058823529          1  0.1384919
## INFO  [12:39:20.917] [bbotk]      0.044207563          2  0.1693259
## INFO  [12:39:20.917] [bbotk]      0.058823529          1  0.1384919
## INFO  [12:39:20.917] [bbotk]      0.188447845          5  0.2750154
## INFO  [12:39:20.917] [bbotk]      0.137360974          4  0.2285664
## INFO  [12:39:20.917] [bbotk]      0.102332389          3  0.2347276
## INFO  [12:39:20.917] [bbotk]      0.118761402          5  0.2374716
## INFO  [12:39:20.917] [bbotk]      0.012329580          2  0.1541576
## INFO  [12:39:20.917] [bbotk]      0.126504438          7  0.1664659
## INFO  [12:39:20.917] [bbotk]      0.130511313          7  0.2632798
## INFO  [12:39:20.917] [bbotk]      0.060222709          3  0.2102517
## INFO  [12:39:20.917] [bbotk]      0.041270513          5  0.1651874
## INFO  [12:39:20.917] [bbotk]      0.004365961          2  0.1543949
## INFO  [12:39:20.917] [bbotk]      0.000000000          0  0.1500290
## INFO  [12:39:20.917] [bbotk]      0.014225115          3  0.1522620
## INFO  [12:39:20.917] [bbotk]      0.111610525          7  0.1663590
## INFO  [12:39:21.116] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:21.242] [bbotk] Result of batch 45:
## INFO  [12:39:21.248] [bbotk]  heatF laneF    pointP reactiontimeP swimtimeP mediaParcialesP
## INFO  [12:39:21.248] [bbotk]      1     6  886.0000     0.6936538  129.1600        32.29000
## INFO  [12:39:21.248] [bbotk]      1     8  971.2522     0.7073239  129.1600        32.29000
## INFO  [12:39:21.248] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:21.248] [bbotk]      5     8  906.8968     0.7200000  238.0459        32.29000
## INFO  [12:39:21.248] [bbotk]      2     8  886.0000     0.6933792  140.1311        35.28689
## INFO  [12:39:21.248] [bbotk]      1     4  891.6638     0.7200000  129.1600        32.29000
## INFO  [12:39:21.248] [bbotk]      1     3  902.5264     0.7200000  129.1600        32.29000
## INFO  [12:39:21.248] [bbotk]      1     8  886.0000     0.7141207  129.1600        32.29000
## INFO  [12:39:21.248] [bbotk]      9     8  906.8968     0.7345235  129.1600        32.29000
## INFO  [12:39:21.248] [bbotk]      5     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:21.248] [bbotk]      1     6  886.0000     0.7204907  129.1600        32.43752
## INFO  [12:39:21.248] [bbotk]      1     8  886.0000     0.6930592  129.1600        32.29000
## INFO  [12:39:21.248] [bbotk]     12     8  886.0000     0.7331745  129.1600        32.29000
## INFO  [12:39:21.248] [bbotk]      1     0  886.0000     0.6946536  129.1600        32.29000
## INFO  [12:39:21.248] [bbotk]      1     8 1013.7390     0.7200000  129.1600        26.44954
## INFO  [12:39:21.248] [bbotk]     11     3  886.0000     0.7316836  539.6148        32.29000
## INFO  [12:39:21.248] [bbotk]      1     8  907.7337     0.7161801  278.5266        32.29000
## INFO  [12:39:21.248] [bbotk]      1     8  896.7583     0.7546329  522.5022        26.85034
## INFO  [12:39:21.248] [bbotk]      1     4  886.0000     0.7200000  129.1600        33.08204
## INFO  [12:39:21.248] [bbotk]      1     8  902.1418     0.7200000  129.1600        32.29000
## INFO  [12:39:21.248] [bbotk]  medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO  [12:39:21.248] [bbotk]           32.81500         33.05000         30.48000  45  NA  881        0.00
## INFO  [12:39:21.248] [bbotk]           32.81500         33.05000         30.48000  45  NA  882        0.10
## INFO  [12:39:21.248] [bbotk]           30.16714         33.05000         30.48000  45  NA  883        0.05
## INFO  [12:39:21.248] [bbotk]           25.61850         33.05000         30.48000  45  NA  884        0.05
## INFO  [12:39:21.248] [bbotk]           32.81500         33.05000         26.07907  45  NA  885        0.15
## INFO  [12:39:21.248] [bbotk]           32.81500         33.05000         30.54849  45  NA  886        0.05
## INFO  [12:39:21.248] [bbotk]           32.81500         21.70791         23.30618  45  NA  887        0.20
## INFO  [12:39:21.248] [bbotk]           32.81500         33.05000         30.48000  45  NA  888        0.10
## INFO  [12:39:21.248] [bbotk]           32.81500         37.21426         30.48000  45  NA  889        0.05
## INFO  [12:39:21.248] [bbotk]           32.81500         33.05000         30.48000  45  NA  890        0.10
## INFO  [12:39:21.248] [bbotk]           32.81500         33.05000         30.48000  45  NA  891        0.10
## INFO  [12:39:21.248] [bbotk]           32.32616         33.05000         30.48000  45  NA  892        0.00
## INFO  [12:39:21.248] [bbotk]           32.81500         33.05000         30.48000  45  NA  893        0.10
## INFO  [12:39:21.248] [bbotk]           32.81500         33.05000         25.22705  45  NA  894        0.20
## INFO  [12:39:21.248] [bbotk]           30.53391         33.05000         26.05520  45  NA  895        0.05
## INFO  [12:39:21.248] [bbotk]           32.81500         33.05000         30.48000  45  NA  896        0.00
## INFO  [12:39:21.248] [bbotk]           32.81500         23.74917         28.98857  45  NA  897        0.25
## INFO  [12:39:21.248] [bbotk]           32.81500         33.57004         30.48000  45  NA  898        0.10
## INFO  [12:39:21.248] [bbotk]           32.81500         33.05000         28.90201  45  NA  899        0.10
## INFO  [12:39:21.248] [bbotk]           32.81500         33.05000         30.48000  45  NA  900        0.05
## INFO  [12:39:21.248] [bbotk]  dist_x_interest no_changed dist_train
## INFO  [12:39:21.248] [bbotk]     0.0631284715          2  0.1543339
## INFO  [12:39:21.248] [bbotk]     0.0322810897          2  0.1669658
## INFO  [12:39:21.248] [bbotk]     0.0102674067          1  0.1540736
## INFO  [12:39:21.248] [bbotk]     0.1008714213          4  0.2274470
## INFO  [12:39:21.248] [bbotk]     0.0982780562          5  0.2376160
## INFO  [12:39:21.248] [bbotk]     0.0611751941          3  0.1361402
## INFO  [12:39:21.248] [bbotk]     0.1361161107          4  0.2193315
## INFO  [12:39:21.248] [bbotk]     0.0009606686          1  0.1509896
## INFO  [12:39:21.248] [bbotk]     0.0815760081          4  0.2266703
## INFO  [12:39:21.248] [bbotk]     0.0588235294          1  0.2088525
## INFO  [12:39:21.248] [bbotk]     0.0595081969          3  0.1505533
## INFO  [12:39:21.248] [bbotk]     0.0062976337          2  0.1563266
## INFO  [12:39:21.248] [bbotk]     0.0609762307          2  0.2077372
## INFO  [12:39:21.248] [bbotk]     0.0893976931          3  0.1773827
## INFO  [12:39:21.248] [bbotk]     0.1003088912          4  0.1851860
## INFO  [12:39:21.248] [bbotk]     0.1449542020          4  0.2328917
## INFO  [12:39:21.248] [bbotk]     0.0540511119          5  0.1730223
## INFO  [12:39:21.248] [bbotk]     0.0577211899          5  0.1944815
## INFO  [12:39:21.248] [bbotk]     0.0700094868          3  0.1415102
## INFO  [12:39:21.248] [bbotk]     0.0057199938          1  0.1543315
## INFO  [12:39:21.419] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:21.544] [bbotk] Result of batch 46:
## INFO  [12:39:21.550] [bbotk]  heatF laneF    pointP reactiontimeP swimtimeP mediaParcialesP
## INFO  [12:39:21.550] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:21.550] [bbotk]     11     8  906.9228     0.7200000  819.5448        32.29000
## INFO  [12:39:21.550] [bbotk]      1     8  886.0000     0.6760082  129.1600        22.89838
## INFO  [12:39:21.550] [bbotk]     11     9  886.0000     0.7139346  129.1600        34.64212
## INFO  [12:39:21.550] [bbotk]      9     8  903.5941     0.6812787  129.1600        32.29000
## INFO  [12:39:21.550] [bbotk]      1     4  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:21.550] [bbotk]      1     8  885.7929     0.7200000  129.1600        32.29000
## INFO  [12:39:21.550] [bbotk]      1     8  886.0000     0.7200000  238.1111        32.29000
## INFO  [12:39:21.550] [bbotk]      1     8  891.3982     0.7155561  419.3045        35.14508
## INFO  [12:39:21.550] [bbotk]      1     8  908.7486     0.7233616  129.1600        32.29000
## INFO  [12:39:21.550] [bbotk]     11     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:21.550] [bbotk]      1     8  886.0000     0.6670454  129.1600        23.95369
## INFO  [12:39:21.550] [bbotk]      1     9 1006.4140     0.7200000  565.6689        32.29000
## INFO  [12:39:21.550] [bbotk]      1     8  906.8968     0.7200000  129.1600        32.29000
## INFO  [12:39:21.550] [bbotk]      1     4  911.0174     0.7200000  129.1600        33.08204
## INFO  [12:39:21.550] [bbotk]      1     8  879.3076     0.6979007  129.1600        29.03835
## INFO  [12:39:21.550] [bbotk]      1     8  908.3657     0.7200000  129.1600        32.29000
## INFO  [12:39:21.550] [bbotk]      1     8  886.0000     0.6930592  129.1600        32.29000
## INFO  [12:39:21.550] [bbotk]      7     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:21.550] [bbotk]      1     0  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:21.550] [bbotk]  medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO  [12:39:21.550] [bbotk]           32.32616         30.50560         30.48000  46  NA  901        0.05
## INFO  [12:39:21.550] [bbotk]           32.81500         33.05000         30.48000  46  NA  902        0.00
## INFO  [12:39:21.550] [bbotk]           29.28959         29.83247         30.48000  46  NA  903        0.15
## INFO  [12:39:21.550] [bbotk]           22.80033         32.53949         27.96169  46  NA  904        0.15
## INFO  [12:39:21.550] [bbotk]           32.81500         33.05000         30.48000  46  NA  905        0.00
## INFO  [12:39:21.550] [bbotk]           32.31342         21.61068         30.48000  46  NA  906        0.10
## INFO  [12:39:21.550] [bbotk]           32.81500         33.05000         30.48000  46  NA  907        0.10
## INFO  [12:39:21.550] [bbotk]           32.81500         38.21725         30.48000  46  NA  908        0.05
## INFO  [12:39:21.550] [bbotk]           23.13862         33.05000         29.64256  46  NA  909        0.05
## INFO  [12:39:21.550] [bbotk]           32.81500         30.03920         28.16694  46  NA  910        0.00
## INFO  [12:39:21.550] [bbotk]           22.03762         33.05000         29.67850  46  NA  911        0.05
## INFO  [12:39:21.550] [bbotk]           32.81500         33.05000         30.48000  46  NA  912        0.10
## INFO  [12:39:21.550] [bbotk]           32.81500         33.05000         28.77995  46  NA  913        0.00
## INFO  [12:39:21.550] [bbotk]           32.81500         33.05000         29.67850  46  NA  914        0.00
## INFO  [12:39:21.550] [bbotk]           25.52194         33.05000         30.48000  46  NA  915        0.10
## INFO  [12:39:21.550] [bbotk]           32.81500         33.05000         23.94006  46  NA  916        0.30
## INFO  [12:39:21.550] [bbotk]           32.81500         30.95111         28.49535  46  NA  917        0.00
## INFO  [12:39:21.550] [bbotk]           32.32616         33.05000         30.48000  46  NA  918        0.00
## INFO  [12:39:21.550] [bbotk]           32.81500         33.05000         30.48000  46  NA  919        0.10
## INFO  [12:39:21.550] [bbotk]           33.26212         33.05000         30.48000  46  NA  920        0.10
## INFO  [12:39:21.550] [bbotk]  dist_x_interest no_changed dist_train
## INFO  [12:39:21.550] [bbotk]     9.823017e-03          2  0.1566641
## INFO  [12:39:21.550] [bbotk]     1.089572e-01          3  0.2575687
## INFO  [12:39:21.550] [bbotk]     6.936784e-02          4  0.1627119
## INFO  [12:39:21.550] [bbotk]     1.813723e-01          7  0.2693573
## INFO  [12:39:21.550] [bbotk]     7.138515e-02          3  0.2106030
## INFO  [12:39:21.550] [bbotk]     9.640940e-02          3  0.1613317
## INFO  [12:39:21.550] [bbotk]     7.340443e-05          1  0.1501024
## INFO  [12:39:21.550] [bbotk]     2.284102e-02          2  0.1692968
## INFO  [12:39:21.550] [bbotk]     7.402728e-02          6  0.2017069
## INFO  [12:39:21.550] [bbotk]     2.963029e-02          4  0.1478366
## INFO  [12:39:21.550] [bbotk]     1.046472e-01          3  0.2379665
## INFO  [12:39:21.550] [bbotk]     4.281301e-02          2  0.1698925
## INFO  [12:39:21.550] [bbotk]     1.370581e-01          4  0.2236256
## INFO  [12:39:21.550] [bbotk]     1.143808e-02          2  0.1529030
## INFO  [12:39:21.550] [bbotk]     9.921399e-02          4  0.1428850
## INFO  [12:39:21.550] [bbotk]     5.221571e-02          4  0.1730751
## INFO  [12:39:21.550] [bbotk]     2.445157e-02          3  0.1435593
## INFO  [12:39:21.550] [bbotk]     6.297634e-03          2  0.1563266
## INFO  [12:39:21.550] [bbotk]     5.882353e-02          1  0.2088525
## INFO  [12:39:21.550] [bbotk]     6.055731e-02          2  0.1511423
## INFO  [12:39:21.742] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:21.874] [bbotk] Result of batch 47:
## INFO  [12:39:21.879] [bbotk]  heatF laneF   pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO  [12:39:21.879] [bbotk]      1     8 886.0000     0.7127663  129.1600        32.29000          33.07533
## INFO  [12:39:21.879] [bbotk]     10     8 886.0000     0.7200000  129.1600        33.85275          31.02203
## INFO  [12:39:21.879] [bbotk]      1     3 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:21.879] [bbotk]      1     3 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:21.879] [bbotk]      1     9 886.3313     0.6948738  814.2710        25.86861          32.84275
## INFO  [12:39:21.879] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:21.879] [bbotk]      1     8 886.0000     0.7047546  129.1600        26.39222          32.81500
## INFO  [12:39:21.879] [bbotk]      1     8 886.0000     0.7107566  455.2536        32.29000          31.24434
## INFO  [12:39:21.879] [bbotk]      1     8 886.0000     0.7200000  129.1600        29.20735          32.81500
## INFO  [12:39:21.879] [bbotk]      1     8 886.0000     0.7085896  129.1600        24.25493          32.83003
## INFO  [12:39:21.879] [bbotk]      6     8 904.4199     0.6309491  876.0271        24.17264          28.18441
## INFO  [12:39:21.879] [bbotk]      1     8 903.5941     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:21.879] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          24.10563
## INFO  [12:39:21.879] [bbotk]      8     8 886.0000     0.7200000  785.0661        32.29000          32.81500
## INFO  [12:39:21.879] [bbotk]      1     4 886.0000     0.7200000  129.1600        32.29000          32.31342
## INFO  [12:39:21.879] [bbotk]      1     8 937.2241     0.7200000  801.7356        29.29474          32.32616
## INFO  [12:39:21.879] [bbotk]      1     8 982.4603     0.7200000  129.1600        24.26901          23.43268
## INFO  [12:39:21.879] [bbotk]      1     8 923.3205     0.7202439  129.1600        31.82767          32.81500
## INFO  [12:39:21.879] [bbotk]      1     8 886.0000     0.7200000  129.1600        29.45236          32.81500
## INFO  [12:39:21.879] [bbotk]      4     8 886.0090     0.7200000  129.1600        27.97478          33.03977
## INFO  [12:39:21.879] [bbotk]  maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO  [12:39:21.879] [bbotk]          32.82529         29.37311  47  NA  921        0.10     0.008461351
## INFO  [12:39:21.879] [bbotk]          33.05000         30.56833  47  NA  922        0.10     0.072624298
## INFO  [12:39:21.879] [bbotk]          33.05000         30.48000  47  NA  923        0.00     0.058823529
## INFO  [12:39:21.879] [bbotk]          33.05000         30.48000  47  NA  924        0.00     0.058823529
## INFO  [12:39:21.879] [bbotk]          35.14858         31.51240  47  NA  925        0.00     0.143594154
## INFO  [12:39:21.879] [bbotk]          33.05000         25.81080  47  NA  926        0.15     0.023495199
## INFO  [12:39:21.879] [bbotk]          33.05000         29.89726  47  NA  927        0.10     0.029591141
## INFO  [12:39:21.879] [bbotk]          32.19916         30.48000  47  NA  928        0.10     0.030429663
## INFO  [12:39:21.879] [bbotk]          28.36434         29.33296  47  NA  929        0.25     0.033002755
## INFO  [12:39:21.879] [bbotk]          32.46666         29.76012  47  NA  930        0.15     0.040288489
## INFO  [12:39:21.879] [bbotk]          33.05000         30.48000  47  NA  931        0.00     0.177334865
## INFO  [12:39:21.879] [bbotk]          33.05000         29.53374  47  NA  932        0.00     0.010996142
## INFO  [12:39:21.879] [bbotk]          33.05000         29.88090  47  NA  933        0.05     0.036786305
## INFO  [12:39:21.879] [bbotk]          28.41969         28.71968  47  NA  934        0.15     0.122693838
## INFO  [12:39:21.879] [bbotk]          33.05000         30.48000  47  NA  935        0.00     0.060768457
## INFO  [12:39:21.879] [bbotk]          33.05000         30.48000  47  NA  936        0.00     0.073938646
## INFO  [12:39:21.879] [bbotk]          33.05000         30.48000  47  NA  937        0.10     0.103430834
## INFO  [12:39:21.879] [bbotk]          33.05000         30.48000  47  NA  938        0.10     0.015159221
## INFO  [12:39:21.879] [bbotk]          27.00362         30.43612  47  NA  939        0.30     0.030687199
## INFO  [12:39:21.879] [bbotk]          33.05000         30.48000  47  NA  940        0.10     0.077381073
## INFO  [12:39:21.879] [bbotk]  no_changed dist_train
## INFO  [12:39:21.879] [bbotk]           4  0.1546494
## INFO  [12:39:21.879] [bbotk]           4  0.2226533
## INFO  [12:39:21.879] [bbotk]           1  0.1500290
## INFO  [12:39:21.879] [bbotk]           1  0.1500290
## INFO  [12:39:21.879] [bbotk]           8  0.2338545
## INFO  [12:39:21.879] [bbotk]           1  0.1703037
## INFO  [12:39:21.879] [bbotk]           3  0.1631292
## INFO  [12:39:21.879] [bbotk]           4  0.1742673
## INFO  [12:39:21.879] [bbotk]           3  0.1521350
## INFO  [12:39:21.879] [bbotk]           5  0.1700648
## INFO  [12:39:21.879] [bbotk]           6  0.2566081
## INFO  [12:39:21.879] [bbotk]           2  0.1533449
## INFO  [12:39:21.879] [bbotk]           2  0.1721425
## INFO  [12:39:21.879] [bbotk]           4  0.2570225
## INFO  [12:39:21.879] [bbotk]           2  0.1404368
## INFO  [12:39:21.879] [bbotk]           4  0.1890186
## INFO  [12:39:21.879] [bbotk]           3  0.1993464
## INFO  [12:39:21.879] [bbotk]           3  0.1501974
## INFO  [12:39:21.879] [bbotk]           3  0.1609216
## INFO  [12:39:21.879] [bbotk]           4  0.2217596
## INFO  [12:39:22.043] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:22.205] [bbotk] Result of batch 48:
## INFO  [12:39:22.210] [bbotk]  heatF laneF    pointP reactiontimeP swimtimeP mediaParcialesP
## INFO  [12:39:22.210] [bbotk]      1     3  976.7310     0.7727875  129.1600        32.29000
## INFO  [12:39:22.210] [bbotk]      1     8  912.6145     0.7200000  129.1600        32.29000
## INFO  [12:39:22.210] [bbotk]      1     8  885.9958     0.7202118  129.1600        32.29000
## INFO  [12:39:22.210] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:22.210] [bbotk]      1     2  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:22.210] [bbotk]      1     8  886.0000     0.7392334  129.1600        33.72926
## INFO  [12:39:22.210] [bbotk]      7     0  906.8968     0.7200000  129.1600        32.29000
## INFO  [12:39:22.210] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:22.210] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:22.210] [bbotk]      1     8  903.5941     0.7200000  129.1600        32.29000
## INFO  [12:39:22.210] [bbotk]      1     8  864.8709     0.7200000  129.1600        32.29000
## INFO  [12:39:22.210] [bbotk]      1     4  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:22.210] [bbotk]      1     8 1007.7178     0.7417335  129.1600        32.29000
## INFO  [12:39:22.210] [bbotk]      1     8  901.3415     0.6606824  129.1600        32.29000
## INFO  [12:39:22.210] [bbotk]     10     8  960.6560     0.7155470  129.1600        32.29000
## INFO  [12:39:22.210] [bbotk]      1     8  908.3657     0.6905773  129.1600        32.29000
## INFO  [12:39:22.210] [bbotk]      1     8  886.0000     0.7200000  652.2415        32.29000
## INFO  [12:39:22.210] [bbotk]      1     8  886.0000     0.7200000  130.2343        32.15106
## INFO  [12:39:22.210] [bbotk]      1     0  886.0000     0.7200000  493.8643        23.99024
## INFO  [12:39:22.210] [bbotk]      3     4  886.0000     0.7200000  129.1600        24.45088
## INFO  [12:39:22.210] [bbotk]  medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO  [12:39:22.210] [bbotk]           32.81500         29.02430         28.57684  48  NA  941        0.15
## INFO  [12:39:22.210] [bbotk]           32.82954         30.01922         30.48000  48  NA  942        0.10
## INFO  [12:39:22.210] [bbotk]           32.50767         33.05000         29.53596  48  NA  943        0.00
## INFO  [12:39:22.210] [bbotk]           32.81500         33.05000         30.48000  48  NA  944        0.10
## INFO  [12:39:22.210] [bbotk]           32.81500         33.05000         28.90201  48  NA  945        0.20
## INFO  [12:39:22.210] [bbotk]           28.93645         22.20325         29.02975  48  NA  946        0.15
## INFO  [12:39:22.210] [bbotk]           32.81500         22.56910         25.57245  48  NA  947        0.10
## INFO  [12:39:22.210] [bbotk]           32.81500         33.05000         29.53374  48  NA  948        0.10
## INFO  [12:39:22.210] [bbotk]           32.81500         33.05000         28.61082  48  NA  949        0.20
## INFO  [12:39:22.210] [bbotk]           32.81500         33.05000         29.53374  48  NA  950        0.00
## INFO  [12:39:22.210] [bbotk]           31.28904         33.05000         30.48000  48  NA  951        0.10
## INFO  [12:39:22.210] [bbotk]           32.81500         33.05000         30.48000  48  NA  952        0.05
## INFO  [12:39:22.210] [bbotk]           24.91785         33.05000         32.21477  48  NA  953        0.10
## INFO  [12:39:22.210] [bbotk]           32.81500         33.05000         29.63120  48  NA  954        0.00
## INFO  [12:39:22.210] [bbotk]           32.81500         30.95111         31.30835  48  NA  955        0.15
## INFO  [12:39:22.210] [bbotk]           32.81500         30.95111         30.48000  48  NA  956        0.05
## INFO  [12:39:22.210] [bbotk]           30.16714         27.50978         30.48000  48  NA  957        0.15
## INFO  [12:39:22.210] [bbotk]           28.65571         33.05000         31.04630  48  NA  958        0.10
## INFO  [12:39:22.210] [bbotk]           32.81500         22.78053         30.48000  48  NA  959        0.20
## INFO  [12:39:22.210] [bbotk]           32.81500         33.05000         25.83429  48  NA  960        0.10
## INFO  [12:39:22.210] [bbotk]  dist_x_interest no_changed dist_train
## INFO  [12:39:22.210] [bbotk]      0.121719528          5  0.2050191
## INFO  [12:39:22.210] [bbotk]      0.018930299          3  0.1507003
## INFO  [12:39:22.210] [bbotk]      0.005978190          4  0.1527175
## INFO  [12:39:22.210] [bbotk]      0.000000000          0  0.1500290
## INFO  [12:39:22.210] [bbotk]      0.066763887          2  0.1547489
## INFO  [12:39:22.210] [bbotk]      0.065172330          5  0.1782538
## INFO  [12:39:22.210] [bbotk]      0.182401435          5  0.2625195
## INFO  [12:39:22.210] [bbotk]      0.004761529          1  0.1515700
## INFO  [12:39:22.210] [bbotk]      0.009405602          1  0.1562141
## INFO  [12:39:22.210] [bbotk]      0.010996142          2  0.1533449
## INFO  [12:39:22.210] [bbotk]      0.013404390          2  0.1634333
## INFO  [12:39:22.210] [bbotk]      0.058823529          1  0.1384919
## INFO  [12:39:22.210] [bbotk]      0.086034427          4  0.2019061
## INFO  [12:39:22.210] [bbotk]      0.019399896          3  0.1449411
## INFO  [12:39:22.210] [bbotk]      0.096713794          5  0.2210070
## INFO  [12:39:22.210] [bbotk]      0.019272543          3  0.1450685
## INFO  [12:39:22.210] [bbotk]      0.059895944          3  0.1899933
## INFO  [12:39:22.210] [bbotk]      0.019613568          4  0.1598604
## INFO  [12:39:22.210] [bbotk]      0.147397258          4  0.2383568
## INFO  [12:39:22.210] [bbotk]      0.173146997          4  0.2013286
## INFO  [12:39:22.388] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:22.516] [bbotk] Result of batch 49:
## INFO  [12:39:22.521] [bbotk]  heatF laneF   pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO  [12:39:22.521] [bbotk]      1     5 949.3251     0.7200000 129.16000        32.29000          22.04060
## INFO  [12:39:22.521] [bbotk]      1     8 906.8918     0.7200000 583.72410        32.29000          32.81500
## INFO  [12:39:22.521] [bbotk]      1     8 910.7345     0.7200000 623.14870        32.29000          29.46930
## INFO  [12:39:22.521] [bbotk]      1     8 891.0817     0.7161956 806.03599        32.29000          32.81500
## INFO  [12:39:22.521] [bbotk]      5     8 886.0000     0.6885319 129.16000        26.66466          32.50767
## INFO  [12:39:22.521] [bbotk]      1     4 909.2078     0.6935079 129.16000        32.29000          32.81500
## INFO  [12:39:22.521] [bbotk]      1     8 909.7765     0.7599975 129.16000        32.29000          32.50767
## INFO  [12:39:22.521] [bbotk]      1     8 886.0000     0.7153100 129.16000        32.29000          32.81500
## INFO  [12:39:22.521] [bbotk]      1     8 886.0000     0.7585809 129.16000        32.29000          25.88154
## INFO  [12:39:22.521] [bbotk]      1     8 908.5010     0.7200000  91.11448        23.68183          26.84359
## INFO  [12:39:22.521] [bbotk]      1     8 902.1418     0.7200000 129.16000        32.29000          32.81500
## INFO  [12:39:22.521] [bbotk]      1     8 886.0000     0.6930592 130.28899        29.67617          25.24253
## INFO  [12:39:22.521] [bbotk]      1     8 908.3657     0.6905773 129.16000        32.29000          32.81500
## INFO  [12:39:22.521] [bbotk]      1     8 886.0000     0.7142585 129.16000        32.29000          32.81500
## INFO  [12:39:22.521] [bbotk]      1     8 901.3415     0.6606824 129.16000        32.29000          32.81500
## INFO  [12:39:22.521] [bbotk]      1     8 886.0000     0.7200000 924.14734        32.29000          32.32616
## INFO  [12:39:22.521] [bbotk]      1     4 914.0050     0.7200000 129.16000        33.08204          32.81500
## INFO  [12:39:22.521] [bbotk]      1     2 993.0178     0.7200000 129.16000        32.29000          30.53391
## INFO  [12:39:22.521] [bbotk]      1     8 881.9036     0.7200000 129.16000        32.29000          32.81500
## INFO  [12:39:22.521] [bbotk]      1     8 994.1669     0.6956303 129.16000        28.72629          32.81500
## INFO  [12:39:22.521] [bbotk]  maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO  [12:39:22.521] [bbotk]          22.46580         28.46963  49  NA  961        0.00     0.166135127
## INFO  [12:39:22.521] [bbotk]          36.47014         29.65836  49  NA  962        0.00     0.050321051
## INFO  [12:39:22.521] [bbotk]          33.05000         31.46047  49  NA  963        0.05     0.057238854
## INFO  [12:39:22.521] [bbotk]          34.62918         30.58855  49  NA  964        0.10     0.049772417
## INFO  [12:39:22.521] [bbotk]          33.05000         29.53596  49  NA  965        0.00     0.092958813
## INFO  [12:39:22.521] [bbotk]          33.05000         30.48000  49  NA  966        0.05     0.071376170
## INFO  [12:39:22.521] [bbotk]          33.05000         31.99641  49  NA  967        0.15     0.023783160
## INFO  [12:39:22.521] [bbotk]          33.05000         29.53374  49  NA  968        0.10     0.005527875
## INFO  [12:39:22.521] [bbotk]          33.05000         30.48000  49  NA  969        0.15     0.033189384
## INFO  [12:39:22.521] [bbotk]          23.90268         30.48000  49  NA  970        0.30     0.097256648
## INFO  [12:39:22.521] [bbotk]          33.05000         21.51103  49  NA  971        0.05     0.050851420
## INFO  [12:39:22.521] [bbotk]          38.49108         30.48000  49  NA  972        0.00     0.061498527
## INFO  [12:39:22.521] [bbotk]          33.05000         30.48000  49  NA  973        0.05     0.012733134
## INFO  [12:39:22.521] [bbotk]          33.05000         24.07548  49  NA  974        0.25     0.033165413
## INFO  [12:39:22.521] [bbotk]          33.05000         29.63120  49  NA  975        0.00     0.019399896
## INFO  [12:39:22.521] [bbotk]          27.75482         25.71501  49  NA  976        0.05     0.091562787
## INFO  [12:39:22.521] [bbotk]          33.05000         28.90201  49  NA  977        0.00     0.079933315
## INFO  [12:39:22.521] [bbotk]          38.12909         29.64531  49  NA  978        0.00     0.125616231
## INFO  [12:39:22.521] [bbotk]          31.00652         25.10739  49  NA  979        0.10     0.034853087
## INFO  [12:39:22.521] [bbotk]          33.05000         30.48000  49  NA  980        0.10     0.056915150
## INFO  [12:39:22.521] [bbotk]  no_changed dist_train
## INFO  [12:39:22.521] [bbotk]           5  0.2248796
## INFO  [12:39:22.521] [bbotk]           4  0.1915868
## INFO  [12:39:22.521] [bbotk]           4  0.1810946
## INFO  [12:39:22.521] [bbotk]           5  0.1981347
## INFO  [12:39:22.521] [bbotk]           5  0.2151758
## INFO  [12:39:22.521] [bbotk]           3  0.1313288
## INFO  [12:39:22.521] [bbotk]           4  0.1688900
## INFO  [12:39:22.521] [bbotk]           2  0.1523364
## INFO  [12:39:22.521] [bbotk]           2  0.1745749
## INFO  [12:39:22.521] [bbotk]           5  0.1843220
## INFO  [12:39:22.521] [bbotk]           2  0.1874490
## INFO  [12:39:22.521] [bbotk]           5  0.1741237
## INFO  [12:39:22.521] [bbotk]           2  0.1516079
## INFO  [12:39:22.521] [bbotk]           2  0.1793266
## INFO  [12:39:22.521] [bbotk]           3  0.1449411
## INFO  [12:39:22.521] [bbotk]           4  0.2221004
## INFO  [12:39:22.521] [bbotk]           4  0.1315863
## INFO  [12:39:22.521] [bbotk]           5  0.1977965
## INFO  [12:39:22.521] [bbotk]           3  0.1701571
## INFO  [12:39:22.521] [bbotk]           3  0.1678223
## INFO  [12:39:22.715] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:22.845] [bbotk] Result of batch 50:
## INFO  [12:39:22.850] [bbotk]  heatF laneF   pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO  [12:39:22.850] [bbotk]      1     8 906.9228     0.7200000  129.1600        29.79605          32.81500
## INFO  [12:39:22.850] [bbotk]      1     8 886.0000     0.7200000  189.7642        32.29000          32.81500
## INFO  [12:39:22.850] [bbotk]      1     8 886.0000     0.6952936  129.1600        32.29000          32.81500
## INFO  [12:39:22.850] [bbotk]     11     8 886.0000     0.7296768  129.1600        32.29000          21.49389
## INFO  [12:39:22.850] [bbotk]     12     8 914.0050     0.7200000  462.1706        32.29000          32.81500
## INFO  [12:39:22.850] [bbotk]      1     8 903.5941     0.7184404  129.1600        32.29000          22.32541
## INFO  [12:39:22.850] [bbotk]      1     8 892.2279     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:22.850] [bbotk]      1     2 886.0000     0.7200000  173.8900        32.62337          32.86159
## INFO  [12:39:22.850] [bbotk]      1     8 901.3415     0.6606824  129.1600        32.29000          32.81500
## INFO  [12:39:22.850] [bbotk]     11     8 903.5941     0.7200000  129.1600        32.56610          32.81500
## INFO  [12:39:22.850] [bbotk]      1     1 886.0000     0.7200000  129.1600        26.83154          23.69269
## INFO  [12:39:22.850] [bbotk]      1     8 952.3007     0.6693250  129.1600        27.21483          32.81500
## INFO  [12:39:22.850] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          32.32616
## INFO  [12:39:22.850] [bbotk]      1     3 886.0000     0.7527215  129.1600        33.31380          32.81500
## INFO  [12:39:22.850] [bbotk]     11     8 886.0000     0.7065494  798.8688        32.29000          32.81500
## INFO  [12:39:22.850] [bbotk]      1     8 886.0000     0.7232182  120.2540        24.21957          32.81500
## INFO  [12:39:22.850] [bbotk]      1     8 885.9958     0.7202118  524.6332        23.09831          32.50767
## INFO  [12:39:22.850] [bbotk]      1     8 997.0206     0.7200000  129.1600        32.29000          24.04351
## INFO  [12:39:22.850] [bbotk]      1     3 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:22.850] [bbotk]      1     4 886.0000     0.7200000  901.0623        28.62647          32.81500
## INFO  [12:39:22.850] [bbotk]  maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO  [12:39:22.850] [bbotk]          33.05000         28.61082  50  NA  981        0.00     0.027039418
## INFO  [12:39:22.850] [bbotk]          33.05000         30.48000  50  NA  982        0.10     0.003750054
## INFO  [12:39:22.850] [bbotk]          33.05000         29.41846  50  NA  983        0.10     0.009378608
## INFO  [12:39:22.850] [bbotk]          33.05000         30.48000  50  NA  984        0.10     0.104303694
## INFO  [12:39:22.850] [bbotk]          33.05000         22.07291  50  NA  985        0.10     0.131657428
## INFO  [12:39:22.850] [bbotk]          33.05000         29.53374  50  NA  986        0.00     0.051925649
## INFO  [12:39:22.850] [bbotk]          33.05000         30.48000  50  NA  987        0.10     0.002206896
## INFO  [12:39:22.850] [bbotk]          33.05000         23.26371  50  NA  988        0.25     0.099450104
## INFO  [12:39:22.850] [bbotk]          33.05000         29.63120  50  NA  989        0.00     0.019399896
## INFO  [12:39:22.850] [bbotk]          31.71049         30.48000  50  NA  990        0.10     0.070362981
## INFO  [12:39:22.850] [bbotk]          33.05000         30.03864  50  NA  991        0.05     0.118784841
## INFO  [12:39:22.850] [bbotk]          22.32032         30.48000  50  NA  992        0.35     0.086001331
## INFO  [12:39:22.850] [bbotk]          33.05000         23.34115  50  NA  993        0.20     0.037817908
## INFO  [12:39:22.850] [bbotk]          39.19808         28.90201  50  NA  994        0.15     0.095461126
## INFO  [12:39:22.850] [bbotk]          33.05000         27.51757  50  NA  995        0.15     0.117368290
## INFO  [12:39:22.850] [bbotk]          33.05000         29.43325  50  NA  996        0.15     0.039414940
## INFO  [12:39:22.850] [bbotk]          33.05000         21.57325  50  NA  997        0.20     0.108182644
## INFO  [12:39:22.850] [bbotk]          30.95111         28.49535  50  NA  998        0.00     0.089879685
## INFO  [12:39:22.850] [bbotk]          33.05000         30.48000  50  NA  999        0.00     0.058823529
## INFO  [12:39:22.850] [bbotk]          26.79086         25.73210  50  NA 1000        0.10     0.164991990
## INFO  [12:39:22.850] [bbotk]  no_changed dist_train
## INFO  [12:39:22.850] [bbotk]           3  0.1402924
## INFO  [12:39:22.850] [bbotk]           1  0.1537790
## INFO  [12:39:22.850] [bbotk]           2  0.1549624
## INFO  [12:39:22.850] [bbotk]           3  0.2456892
## INFO  [12:39:22.850] [bbotk]           4  0.2598473
## INFO  [12:39:22.850] [bbotk]           4  0.1708092
## INFO  [12:39:22.850] [bbotk]           1  0.1508184
## INFO  [12:39:22.850] [bbotk]           5  0.1870737
## INFO  [12:39:22.850] [bbotk]           3  0.1449411
## INFO  [12:39:22.850] [bbotk]           4  0.2138879
## INFO  [12:39:22.850] [bbotk]           4  0.1477004
## INFO  [12:39:22.850] [bbotk]           4  0.1746031
## INFO  [12:39:22.850] [bbotk]           2  0.1820644
## INFO  [12:39:22.850] [bbotk]           5  0.1799289
## INFO  [12:39:22.850] [bbotk]           4  0.2610102
## INFO  [12:39:22.850] [bbotk]           4  0.1721633
## INFO  [12:39:22.850] [bbotk]           6  0.2338806
## INFO  [12:39:22.850] [bbotk]           4  0.1763690
## INFO  [12:39:22.850] [bbotk]           1  0.1500290
## INFO  [12:39:22.850] [bbotk]           5  0.1746043
## INFO  [12:39:23.047] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:23.173] [bbotk] Result of batch 51:
## INFO  [12:39:23.178] [bbotk]  heatF laneF    pointP reactiontimeP swimtimeP mediaParcialesP
## INFO  [12:39:23.178] [bbotk]      1     8  912.5893     0.7200000  129.1600        32.29000
## INFO  [12:39:23.178] [bbotk]      1     4  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:23.178] [bbotk]      1     1  902.0834     0.7155151  129.1600        32.29000
## INFO  [12:39:23.178] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:23.178] [bbotk]      2     8  886.8216     0.7200000  129.1600        32.29000
## INFO  [12:39:23.178] [bbotk]      1     3  906.2229     0.7201236  129.1600        32.29000
## INFO  [12:39:23.178] [bbotk]      7     6  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:23.178] [bbotk]      1     1  991.4639     0.7200000  230.6084        25.44690
## INFO  [12:39:23.178] [bbotk]      7     4  886.0000     0.7176020  129.1600        32.29000
## INFO  [12:39:23.178] [bbotk]      1     8  886.0000     0.6930592  129.1600        21.87573
## INFO  [12:39:23.178] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:23.178] [bbotk]      1     9  886.0000     0.7527482  129.1600        32.29000
## INFO  [12:39:23.178] [bbotk]      1     8  885.7929     0.7200000  129.1600        32.29000
## INFO  [12:39:23.178] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:23.178] [bbotk]      1     8  906.9228     0.7200000  129.1600        29.79605
## INFO  [12:39:23.178] [bbotk]      1     8  885.9958     0.7202118   54.3431        29.24948
## INFO  [12:39:23.178] [bbotk]      1     2  902.1418     0.7200000  718.6240        24.04737
## INFO  [12:39:23.178] [bbotk]      1     8 1001.8264     0.7200000  197.8378        32.29000
## INFO  [12:39:23.178] [bbotk]      1     8  886.0000     0.7233539  129.1600        32.29000
## INFO  [12:39:23.178] [bbotk]      1     8  885.9958     0.7202118  129.1600        32.29000
## INFO  [12:39:23.178] [bbotk]  medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO  [12:39:23.178] [bbotk]           32.81500         33.05000         28.40935  51  NA 1001        0.05
## INFO  [12:39:23.178] [bbotk]           35.95237         33.05000         22.89268  51  NA 1002        0.15
## INFO  [12:39:23.178] [bbotk]           32.81500         35.82964         29.63477  51  NA 1003        0.05
## INFO  [12:39:23.178] [bbotk]           32.81500         33.05000         30.48000  51  NA 1004        0.10
## INFO  [12:39:23.178] [bbotk]           32.81500         33.05000         28.75976  51  NA 1005        0.20
## INFO  [12:39:23.178] [bbotk]           32.81500         31.31487         30.48000  51  NA 1006        0.05
## INFO  [12:39:23.178] [bbotk]           33.08757         33.05000         28.25525  51  NA 1007        0.10
## INFO  [12:39:23.178] [bbotk]           35.84167         33.05000         30.48000  51  NA 1008        0.25
## INFO  [12:39:23.178] [bbotk]           32.81500         33.05000         30.60159  51  NA 1009        0.10
## INFO  [12:39:23.178] [bbotk]           32.32616         33.05000         30.48000  51  NA 1010        0.00
## INFO  [12:39:23.178] [bbotk]           32.81500         33.05000         30.48000  51  NA 1011        0.10
## INFO  [12:39:23.178] [bbotk]           32.81500         33.05000         30.48000  51  NA 1012        0.15
## INFO  [12:39:23.178] [bbotk]           32.81500         33.05000         30.48000  51  NA 1013        0.10
## INFO  [12:39:23.178] [bbotk]           32.81500         33.05000         29.53374  51  NA 1014        0.10
## INFO  [12:39:23.178] [bbotk]           32.81500         34.35092         28.61082  51  NA 1015        0.00
## INFO  [12:39:23.178] [bbotk]           32.81500         33.05000         32.50242  51  NA 1016        0.25
## INFO  [12:39:23.178] [bbotk]           32.81500         33.05000         22.29635  51  NA 1017        0.15
## INFO  [12:39:23.178] [bbotk]           32.81500         33.05000         28.80753  51  NA 1018        0.05
## INFO  [12:39:23.178] [bbotk]           25.68082         33.05000         29.53374  51  NA 1019        0.05
## INFO  [12:39:23.178] [bbotk]           32.50767         33.05000         29.53596  51  NA 1020        0.00
## INFO  [12:39:23.178] [bbotk]  dist_x_interest no_changed dist_train
## INFO  [12:39:23.178] [bbotk]     1.984155e-02          2  0.1490348
## INFO  [12:39:23.178] [bbotk]     1.091681e-01          3  0.1638418
## INFO  [12:39:23.178] [bbotk]     7.816921e-02          5  0.1056640
## INFO  [12:39:23.178] [bbotk]     0.000000e+00          0  0.1500290
## INFO  [12:39:23.178] [bbotk]     6.777086e-02          3  0.2139971
## INFO  [12:39:23.178] [bbotk]     7.141594e-02          4  0.1611636
## INFO  [12:39:23.178] [bbotk]     1.298988e-01          4  0.2172634
## INFO  [12:39:23.178] [bbotk]     1.422507e-01          5  0.1723489
## INFO  [12:39:23.178] [bbotk]     1.186507e-01          4  0.1963117
## INFO  [12:39:23.178] [bbotk]     4.897293e-02          3  0.1807626
## INFO  [12:39:23.178] [bbotk]     0.000000e+00          0  0.1500290
## INFO  [12:39:23.178] [bbotk]     6.417455e-02          2  0.1521120
## INFO  [12:39:23.178] [bbotk]     7.340443e-05          1  0.1501024
## INFO  [12:39:23.178] [bbotk]     4.761529e-03          1  0.1515700
## INFO  [12:39:23.178] [bbotk]     3.109263e-02          4  0.1443456
## INFO  [12:39:23.178] [bbotk]     2.730169e-02          5  0.1630918
## INFO  [12:39:23.178] [bbotk]     1.759744e-01          5  0.2504040
## INFO  [12:39:23.178] [bbotk]     5.370950e-02          3  0.1762332
## INFO  [12:39:23.178] [bbotk]     3.297321e-02          3  0.1648357
## INFO  [12:39:23.178] [bbotk]     5.978190e-03          4  0.1527175
## INFO  [12:39:23.377] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:23.516] [bbotk] Result of batch 52:
## INFO  [12:39:23.521] [bbotk]  heatF laneF   pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO  [12:39:23.521] [bbotk]      1     8 907.3459     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:23.521] [bbotk]      1     3 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:23.521] [bbotk]      1     8 906.8968     0.7200000  667.5738        31.76547          35.72707
## INFO  [12:39:23.521] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:23.521] [bbotk]      6     8 943.9723     0.7200000  861.5901        32.29000          32.81500
## INFO  [12:39:23.521] [bbotk]      1     8 912.0993     0.7200000  938.1313        32.58509          32.81500
## INFO  [12:39:23.521] [bbotk]      1     3 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:23.521] [bbotk]     10     8 886.0000     0.7200000  129.1600        32.29000          26.23582
## INFO  [12:39:23.521] [bbotk]      1     8 886.0000     0.7329890  129.1600        32.29000          32.81500
## INFO  [12:39:23.521] [bbotk]      4     8 901.3415     0.7200000  129.1600        32.29000          23.05125
## INFO  [12:39:23.521] [bbotk]      2     8 965.5566     0.7187494  129.1600        29.57562          34.82138
## INFO  [12:39:23.521] [bbotk]      1     8 882.0767     0.6930177  221.2668        34.79019          27.77170
## INFO  [12:39:23.521] [bbotk]      1     8 886.0000     0.7202118  129.1600        32.29000          32.50767
## INFO  [12:39:23.521] [bbotk]      1     8 908.3657     0.7200000  129.1600        31.63049          25.65589
## INFO  [12:39:23.521] [bbotk]      1     8 906.9228     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:23.521] [bbotk]      6     8 903.5941     0.7200000  129.1600        32.29000          32.99497
## INFO  [12:39:23.521] [bbotk]      1     8 886.0000     0.7200000  469.1673        35.13020          32.81500
## INFO  [12:39:23.521] [bbotk]      4     8 903.5941     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:23.521] [bbotk]      1     9 886.0000     0.6407034  129.1600        26.21848          32.81500
## INFO  [12:39:23.521] [bbotk]      1     8 886.0000     0.7156119  129.1600        32.29000          32.81500
## INFO  [12:39:23.521] [bbotk]  maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO  [12:39:23.521] [bbotk]          33.05000         30.48000  52  NA 1021        0.05     0.007564113
## INFO  [12:39:23.521] [bbotk]          33.05000         30.48000  52  NA 1022        0.00     0.058823529
## INFO  [12:39:23.521] [bbotk]          33.05000         30.48000  52  NA 1023        0.15     0.054162125
## INFO  [12:39:23.521] [bbotk]          33.05000         30.48000  52  NA 1024        0.10     0.000000000
## INFO  [12:39:23.521] [bbotk]          33.05000         30.48000  52  NA 1025        0.05     0.124687679
## INFO  [12:39:23.521] [bbotk]          33.05000         30.48000  52  NA 1026        0.10     0.060515090
## INFO  [12:39:23.521] [bbotk]          33.05000         30.48000  52  NA 1027        0.00     0.058823529
## INFO  [12:39:23.521] [bbotk]          33.05000         30.48000  52  NA 1028        0.10     0.084335102
## INFO  [12:39:23.521] [bbotk]          33.05000         29.53596  52  NA 1029        0.10     0.006872764
## INFO  [12:39:23.521] [bbotk]          33.05000         29.63120  52  NA 1030        0.00     0.106391152
## INFO  [12:39:23.521] [bbotk]          33.05000         29.87393  52  NA 1031        0.25     0.109172068
## INFO  [12:39:23.521] [bbotk]          37.84268         32.73548  52  NA 1032        0.00     0.067581552
## INFO  [12:39:23.521] [bbotk]          33.05000         29.53596  52  NA 1033        0.00     0.005976695
## INFO  [12:39:23.521] [bbotk]          30.95111         28.49535  52  NA 1034        0.00     0.054914430
## INFO  [12:39:23.521] [bbotk]          33.05000         30.48000  52  NA 1035        0.05     0.007414174
## INFO  [12:39:23.521] [bbotk]          33.05000         29.53374  52  NA 1036        0.00     0.070517523
## INFO  [12:39:23.521] [bbotk]          30.02714         30.48000  52  NA 1037        0.05     0.042095591
## INFO  [12:39:23.521] [bbotk]          33.05000         30.48000  52  NA 1038        0.05     0.065058143
## INFO  [12:39:23.521] [bbotk]          33.05000         22.68020  52  NA 1039        0.25     0.135908391
## INFO  [12:39:23.521] [bbotk]          25.79716         24.48529  52  NA 1040        0.30     0.053479450
## INFO  [12:39:23.521] [bbotk]  no_changed dist_train
## INFO  [12:39:23.521] [bbotk]           1  0.1561756
## INFO  [12:39:23.521] [bbotk]           1  0.1500290
## INFO  [12:39:23.521] [bbotk]           4  0.1993945
## INFO  [12:39:23.521] [bbotk]           0  0.1500290
## INFO  [12:39:23.521] [bbotk]           3  0.2635149
## INFO  [12:39:23.521] [bbotk]           3  0.2063591
## INFO  [12:39:23.521] [bbotk]           1  0.1500290
## INFO  [12:39:23.521] [bbotk]           2  0.2257206
## INFO  [12:39:23.521] [bbotk]           2  0.1504133
## INFO  [12:39:23.521] [bbotk]           4  0.2283617
## INFO  [12:39:23.521] [bbotk]           6  0.2215350
## INFO  [12:39:23.521] [bbotk]           7  0.1856985
## INFO  [12:39:23.521] [bbotk]           3  0.1527160
## INFO  [12:39:23.521] [bbotk]           5  0.1456616
## INFO  [12:39:23.521] [bbotk]           1  0.1560257
## INFO  [12:39:23.521] [bbotk]           4  0.2128663
## INFO  [12:39:23.521] [bbotk]           3  0.1921245
## INFO  [12:39:23.521] [bbotk]           2  0.2136697
## INFO  [12:39:23.521] [bbotk]           4  0.2000377
## INFO  [12:39:23.521] [bbotk]           3  0.1863741
## INFO  [12:39:23.706] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:23.833] [bbotk] Result of batch 53:
## INFO  [12:39:23.839] [bbotk]  heatF laneF   pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO  [12:39:23.839] [bbotk]      1     8 893.4227     0.7201782  129.1600        32.29000          32.81500
## INFO  [12:39:23.839] [bbotk]      1     8 932.4446     0.7200000  767.7758        32.29000          29.44068
## INFO  [12:39:23.839] [bbotk]      1     2 886.0000     0.7200000  129.1600        32.29000          28.86590
## INFO  [12:39:23.839] [bbotk]      1     8 886.0000     0.7200000  542.8657        32.29000          32.81500
## INFO  [12:39:23.839] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          29.86192
## INFO  [12:39:23.839] [bbotk]      1     8 891.9918     0.6930592  129.1600        32.29000          32.32616
## INFO  [12:39:23.839] [bbotk]      1     8 886.2424     0.7200000  129.1600        32.29000          26.26204
## INFO  [12:39:23.839] [bbotk]      1     1 886.0000     0.7199886  601.5936        32.29000          31.16236
## INFO  [12:39:23.839] [bbotk]      1     1 992.8391     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:23.839] [bbotk]      6     8 975.8927     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:23.839] [bbotk]      4     0 901.3415     0.6606824  129.1600        23.56554          32.92427
## INFO  [12:39:23.839] [bbotk]      9     8 876.0840     0.7200000  129.1600        30.11803          32.81500
## INFO  [12:39:23.839] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:23.839] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:23.839] [bbotk]      8     4 886.0000     0.7269457  129.1600        32.29000          32.81500
## INFO  [12:39:23.839] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:23.839] [bbotk]      1     8 886.0000     0.7200000  129.1600        34.13050          32.81500
## INFO  [12:39:23.839] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:23.839] [bbotk]      1     8 914.0050     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:23.839] [bbotk]      1     7 886.0000     0.7200000  129.1600        24.23497          32.81500
## INFO  [12:39:23.839] [bbotk]  maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO  [12:39:23.839] [bbotk]          33.05000         30.48000  53  NA 1041        0.10     0.002659398
## INFO  [12:39:23.839] [bbotk]          33.05000         26.24447  53  NA 1042        0.00     0.090371475
## INFO  [12:39:23.839] [bbotk]          32.60192         30.48000  53  NA 1043        0.15     0.075532721
## INFO  [12:39:23.839] [bbotk]          33.05000         30.48000  53  NA 1044        0.05     0.025599205
## INFO  [12:39:23.839] [bbotk]          30.95111         30.48000  53  NA 1045        0.05     0.017990337
## INFO  [12:39:23.839] [bbotk]          33.05000         27.34071  53  NA 1046        0.15     0.024217661
## INFO  [12:39:23.839] [bbotk]          26.53875         30.48000  53  NA 1047        0.25     0.045782609
## INFO  [12:39:23.839] [bbotk]          32.48363         30.48000  53  NA 1048        0.10     0.096231469
## INFO  [12:39:23.839] [bbotk]          34.62154         28.85239  53  NA 1049        0.05     0.109769299
## INFO  [12:39:23.839] [bbotk]          33.05000         27.26500  53  NA 1050        0.05     0.106855529
## INFO  [12:39:23.839] [bbotk]          33.05000         30.10633  53  NA 1051        0.10     0.170830719
## INFO  [12:39:23.839] [bbotk]          33.05000         31.15524  53  NA 1052        0.15     0.074635342
## INFO  [12:39:23.839] [bbotk]          33.05000         31.26759  53  NA 1053        0.15     0.003963106
## INFO  [12:39:23.839] [bbotk]          30.95111         30.48000  53  NA 1054        0.10     0.006539409
## INFO  [12:39:23.839] [bbotk]          32.67163         29.63451  53  NA 1055        0.05     0.124215288
## INFO  [12:39:23.839] [bbotk]          33.05000         25.49318  53  NA 1056        0.15     0.025093465
## INFO  [12:39:23.839] [bbotk]          38.00867         30.48000  53  NA 1057        0.10     0.022991439
## INFO  [12:39:23.839] [bbotk]          33.05000         30.48000  53  NA 1058        0.10     0.000000000
## INFO  [12:39:23.839] [bbotk]          33.05000         28.90201  53  NA 1059        0.05     0.017864186
## INFO  [12:39:23.839] [bbotk]          30.22129         30.48000  53  NA 1060        0.05     0.100644496
## INFO  [12:39:23.839] [bbotk]  no_changed dist_train
## INFO  [12:39:23.839] [bbotk]           2  0.1512127
## INFO  [12:39:23.839] [bbotk]           4  0.1899396
## INFO  [12:39:23.839] [bbotk]           3  0.1667382
## INFO  [12:39:23.839] [bbotk]           1  0.1756282
## INFO  [12:39:23.839] [bbotk]           2  0.1463507
## INFO  [12:39:23.839] [bbotk]           4  0.1554134
## INFO  [12:39:23.839] [bbotk]           3  0.1732875
## INFO  [12:39:23.839] [bbotk]           5  0.1286134
## INFO  [12:39:23.839] [bbotk]           4  0.1372641
## INFO  [12:39:23.839] [bbotk]           3  0.2293792
## INFO  [12:39:23.839] [bbotk]           7  0.2565254
## INFO  [12:39:23.839] [bbotk]           4  0.2211759
## INFO  [12:39:23.839] [bbotk]           1  0.1539921
## INFO  [12:39:23.839] [bbotk]           1  0.1565684
## INFO  [12:39:23.839] [bbotk]           5  0.2007301
## INFO  [12:39:23.839] [bbotk]           1  0.1719020
## INFO  [12:39:23.839] [bbotk]           2  0.1590799
## INFO  [12:39:23.839] [bbotk]           0  0.1500290
## INFO  [12:39:23.839] [bbotk]           2  0.1464769
## INFO  [12:39:23.839] [bbotk]           3  0.1916041
## INFO  [12:39:24.024] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:24.151] [bbotk] Result of batch 54:
## INFO  [12:39:24.157] [bbotk]  heatF laneF   pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO  [12:39:24.157] [bbotk]      1     8 886.0000     0.6653409  129.1600        28.00100          32.81500
## INFO  [12:39:24.157] [bbotk]     11     9 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:24.157] [bbotk]      1     0 886.0000     0.7200000  333.8788        32.29000          32.50767
## INFO  [12:39:24.157] [bbotk]      1     8 886.0000     0.6905773  129.1600        32.68270          23.38933
## INFO  [12:39:24.157] [bbotk]      1     8 886.0000     0.6930592  129.1600        32.29000          32.81500
## INFO  [12:39:24.157] [bbotk]      1     3 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:24.157] [bbotk]      1     8 886.0000     0.7200000  729.3293        32.29000          24.87743
## INFO  [12:39:24.157] [bbotk]      5     4 886.0000     0.7414208  129.1600        32.29000          32.81500
## INFO  [12:39:24.157] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:24.157] [bbotk]      1     8 886.0000     0.6606824  509.4888        32.29000          32.81500
## INFO  [12:39:24.157] [bbotk]      1     8 886.0000     0.7200000  112.4703        27.20790          30.02449
## INFO  [12:39:24.157] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:24.157] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:24.157] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:24.157] [bbotk]      1     3 914.0050     0.7200000  129.1600        33.08204          22.75932
## INFO  [12:39:24.157] [bbotk]      1     8 906.8968     0.7209724  635.0734        32.29000          32.81500
## INFO  [12:39:24.157] [bbotk]      1     3 886.0000     0.7200000  129.1600        32.29000          30.53391
## INFO  [12:39:24.157] [bbotk]      1     8 886.0000     0.7200000  828.1354        32.29000          32.81500
## INFO  [12:39:24.157] [bbotk]      1     8 901.3415     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:24.157] [bbotk]      1     8 886.0000     0.7200000  457.9237        32.29000          32.81500
## INFO  [12:39:24.157] [bbotk]  maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO  [12:39:24.157] [bbotk]          33.05000         30.48000  54  NA 1061        0.10     0.026506576
## INFO  [12:39:24.157] [bbotk]          22.15490         30.48000  54  NA 1062        0.25     0.151592399
## INFO  [12:39:24.157] [bbotk]          33.05000         30.48000  54  NA 1063        0.05     0.072682791
## INFO  [12:39:24.157] [bbotk]          30.95111         28.49535  54  NA 1064        0.05     0.059492095
## INFO  [12:39:24.157] [bbotk]          33.05000         30.48000  54  NA 1065        0.05     0.004402098
## INFO  [12:39:24.157] [bbotk]          33.05000         30.48000  54  NA 1066        0.00     0.058823529
## INFO  [12:39:24.157] [bbotk]          33.05000         28.72476  54  NA 1067        0.10     0.076748353
## INFO  [12:39:24.157] [bbotk]          30.95111         32.81159  54  NA 1068        0.15     0.139419069
## INFO  [12:39:24.157] [bbotk]          33.05000         30.48000  54  NA 1069        0.10     0.000000000
## INFO  [12:39:24.157] [bbotk]          30.83015         28.21771  54  NA 1070        0.05     0.051526344
## INFO  [12:39:24.157] [bbotk]          33.05000         31.55438  54  NA 1071        0.15     0.038084767
## INFO  [12:39:24.157] [bbotk]          33.05000         30.48000  54  NA 1072        0.10     0.000000000
## INFO  [12:39:24.157] [bbotk]          35.59472         27.91307  54  NA 1073        0.20     0.020845117
## INFO  [12:39:24.157] [bbotk]          33.05000         26.98465  54  NA 1074        0.20     0.017588460
## INFO  [12:39:24.157] [bbotk]          33.05000         28.90201  54  NA 1075        0.00     0.118925429
## INFO  [12:39:24.157] [bbotk]          33.05000         29.67850  54  NA 1076        0.00     0.042901777
## INFO  [12:39:24.157] [bbotk]          33.05000         29.67364  54  NA 1077        0.00     0.071726303
## INFO  [12:39:24.157] [bbotk]          33.05000         30.48000  54  NA 1078        0.05     0.043251071
## INFO  [12:39:24.157] [bbotk]          33.05000         29.63120  54  NA 1079        0.00     0.009707484
## INFO  [12:39:24.157] [bbotk]          33.05000         26.18992  54  NA 1080        0.15     0.041930662
## INFO  [12:39:24.157] [bbotk]  no_changed dist_train
## INFO  [12:39:24.157] [bbotk]           2  0.1530290
## INFO  [12:39:24.157] [bbotk]           3  0.2427978
## INFO  [12:39:24.157] [bbotk]           3  0.1638882
## INFO  [12:39:24.157] [bbotk]           5  0.1618800
## INFO  [12:39:24.157] [bbotk]           1  0.1544311
## INFO  [12:39:24.157] [bbotk]           1  0.1500290
## INFO  [12:39:24.157] [bbotk]           3  0.2018303
## INFO  [12:39:24.157] [bbotk]           5  0.2015762
## INFO  [12:39:24.157] [bbotk]           0  0.1500290
## INFO  [12:39:24.157] [bbotk]           4  0.1664702
## INFO  [12:39:24.157] [bbotk]           4  0.1587632
## INFO  [12:39:24.157] [bbotk]           0  0.1500290
## INFO  [12:39:24.157] [bbotk]           2  0.1674044
## INFO  [12:39:24.157] [bbotk]           1  0.1643970
## INFO  [12:39:24.157] [bbotk]           5  0.2034219
## INFO  [12:39:24.157] [bbotk]           4  0.1843667
## INFO  [12:39:24.157] [bbotk]           3  0.1597113
## INFO  [12:39:24.157] [bbotk]           1  0.1932800
## INFO  [12:39:24.157] [bbotk]           2  0.1546336
## INFO  [12:39:24.157] [bbotk]           2  0.1887392
## INFO  [12:39:24.390] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:24.592] [bbotk] Result of batch 55:
## INFO  [12:39:24.597] [bbotk]  heatF laneF    pointP reactiontimeP swimtimeP mediaParcialesP
## INFO  [12:39:24.597] [bbotk]      1     8  885.7929     0.7200000  129.1600        32.29000
## INFO  [12:39:24.597] [bbotk]      1     8  901.3415     0.6606824  129.1600        32.29000
## INFO  [12:39:24.597] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:24.597] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:24.597] [bbotk]      1     8  886.0000     0.7302010  129.1600        32.29000
## INFO  [12:39:24.597] [bbotk]      1     8  901.3963     0.6369942  129.1600        32.29000
## INFO  [12:39:24.597] [bbotk]      1     8  886.0000     0.7200000  847.1822        32.29000
## INFO  [12:39:24.597] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:24.597] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:24.597] [bbotk]      1     8  909.2078     0.6935079  129.1600        32.29000
## INFO  [12:39:24.597] [bbotk]      1     4  948.4420     0.7200000  548.0535        32.29000
## INFO  [12:39:24.597] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:24.597] [bbotk]      3     9  886.0000     0.7200000  129.1600        29.79605
## INFO  [12:39:24.597] [bbotk]     10     8  886.0000     0.7200000  275.0243        33.11481
## INFO  [12:39:24.597] [bbotk]      1     8  906.8968     0.7200000  129.1600        32.29000
## INFO  [12:39:24.597] [bbotk]      6     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:24.597] [bbotk]      1     8  908.3657     0.7200000  129.1600        32.29000
## INFO  [12:39:24.597] [bbotk]      9     5  886.0000     0.7227213  129.1600        32.29000
## INFO  [12:39:24.597] [bbotk]      1     3 1015.1740     0.7200000  129.1600        32.29000
## INFO  [12:39:24.597] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:24.597] [bbotk]  medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO  [12:39:24.597] [bbotk]           32.81500         33.05000         30.48000  55  NA 1081        0.10
## INFO  [12:39:24.597] [bbotk]           32.81500         33.05000         29.63120  55  NA 1082        0.00
## INFO  [12:39:24.597] [bbotk]           32.81500         30.98023         28.61082  55  NA 1083        0.10
## INFO  [12:39:24.597] [bbotk]           22.61933         26.55851         28.60761  55  NA 1084        0.15
## INFO  [12:39:24.597] [bbotk]           32.81500         33.05000         29.62771  55  NA 1085        0.10
## INFO  [12:39:24.597] [bbotk]           32.81500         33.05000         30.48000  55  NA 1086        0.10
## INFO  [12:39:24.597] [bbotk]           32.81500         31.08546         25.37797  55  NA 1087        0.10
## INFO  [12:39:24.597] [bbotk]           23.92334         27.45808         26.49041  55  NA 1088        0.15
## INFO  [12:39:24.597] [bbotk]           29.56980         33.05000         23.00966  55  NA 1089        0.25
## INFO  [12:39:24.597] [bbotk]           32.81500         33.05000         25.83429  55  NA 1090        0.00
## INFO  [12:39:24.597] [bbotk]           32.81500         33.05000         26.75997  55  NA 1091        0.00
## INFO  [12:39:24.597] [bbotk]           32.81500         33.05000         28.79095  55  NA 1092        0.20
## INFO  [12:39:24.597] [bbotk]           32.81500         26.66464         27.99058  55  NA 1093        0.25
## INFO  [12:39:24.597] [bbotk]           32.81500         33.05000         25.64253  55  NA 1094        0.15
## INFO  [12:39:24.597] [bbotk]           32.81500         33.05000         29.67850  55  NA 1095        0.00
## INFO  [12:39:24.597] [bbotk]           27.09522         36.48292         29.63120  55  NA 1096        0.00
## INFO  [12:39:24.597] [bbotk]           32.81500         30.95111         28.49535  55  NA 1097        0.00
## INFO  [12:39:24.597] [bbotk]           32.50767         33.05000         30.48000  55  NA 1098        0.05
## INFO  [12:39:24.597] [bbotk]           25.21359         33.05000         24.04119  55  NA 1099        0.10
## INFO  [12:39:24.597] [bbotk]           32.81500         33.05000         30.48000  55  NA 1100        0.10
## INFO  [12:39:24.597] [bbotk]  dist_x_interest no_changed dist_train
## INFO  [12:39:24.597] [bbotk]     7.340443e-05          1  0.1501024
## INFO  [12:39:24.597] [bbotk]     1.939990e-02          3  0.1449411
## INFO  [12:39:24.597] [bbotk]     1.585430e-02          2  0.1509944
## INFO  [12:39:24.597] [bbotk]     6.918194e-02          3  0.1805551
## INFO  [12:39:24.597] [bbotk]     5.955505e-03          2  0.1494960
## INFO  [12:39:24.597] [bbotk]     1.901886e-02          2  0.1453222
## INFO  [12:39:24.597] [bbotk]     7.622367e-02          3  0.2120195
## INFO  [12:39:24.597] [bbotk]     7.197644e-02          3  0.1833496
## INFO  [12:39:24.597] [bbotk]     5.017406e-02          2  0.1752561
## INFO  [12:39:24.597] [bbotk]     3.592963e-02          3  0.1588619
## INFO  [12:39:24.597] [bbotk]     1.255896e-01          4  0.1575844
## INFO  [12:39:24.597] [bbotk]     8.499223e-03          1  0.1553077
## INFO  [12:39:24.597] [bbotk]     1.602879e-01          5  0.2424310
## INFO  [12:39:24.597] [bbotk]     9.557110e-02          4  0.2423796
## INFO  [12:39:24.597] [bbotk]     1.143808e-02          2  0.1529030
## INFO  [12:39:24.597] [bbotk]     9.596959e-02          4  0.2288129
## INFO  [12:39:24.597] [bbotk]     2.445157e-02          3  0.1435593
## INFO  [12:39:24.597] [bbotk]     1.192834e-01          4  0.2095995
## INFO  [12:39:24.597] [bbotk]     1.664726e-01          4  0.2313108
## INFO  [12:39:24.597] [bbotk]     0.000000e+00          0  0.1500290
## INFO  [12:39:24.771] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:24.916] [bbotk] Result of batch 56:
## INFO  [12:39:24.921] [bbotk]  heatF laneF    pointP reactiontimeP swimtimeP mediaParcialesP
## INFO  [12:39:24.921] [bbotk]      1     8  901.3415     0.6606824  129.1600        32.29000
## INFO  [12:39:24.921] [bbotk]      1     8  886.0000     0.7200000  129.1600        33.08204
## INFO  [12:39:24.921] [bbotk]      1     8  901.3415     0.7200000  129.1600        32.29000
## INFO  [12:39:24.921] [bbotk]      1     4 1010.8223     0.6544239  129.1600        35.11107
## INFO  [12:39:24.921] [bbotk]      4     5  886.0000     0.6894590  129.1600        32.29000
## INFO  [12:39:24.921] [bbotk]      1     3  886.0000     0.7200000  129.1600        23.79101
## INFO  [12:39:24.921] [bbotk]      1     8  886.0000     0.6930592  129.1600        32.29000
## INFO  [12:39:24.921] [bbotk]      1     8  908.3657     0.7200000  129.1600        32.29000
## INFO  [12:39:24.921] [bbotk]      1     8  886.0000     0.6722905  129.1600        32.29000
## INFO  [12:39:24.921] [bbotk]      1     8  886.0000     0.7207406  129.1600        32.29000
## INFO  [12:39:24.921] [bbotk]      1     4  935.3002     0.7200000  129.1600        27.86997
## INFO  [12:39:24.921] [bbotk]      1     8  906.4586     0.7289419  369.1418        33.87648
## INFO  [12:39:24.921] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:24.921] [bbotk]      1     8 1003.3509     0.7200000  242.7950        25.71829
## INFO  [12:39:24.921] [bbotk]      1     8  900.6539     0.6584582  129.1600        32.29000
## INFO  [12:39:24.921] [bbotk]      1     8  902.9916     0.7200000  129.1600        32.29000
## INFO  [12:39:24.921] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:24.921] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.39346
## INFO  [12:39:24.921] [bbotk]      2     8 1018.2220     0.6905773  129.1600        32.29000
## INFO  [12:39:24.921] [bbotk]      1     8  908.3657     0.7200000  129.1600        32.29000
## INFO  [12:39:24.921] [bbotk]  medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO  [12:39:24.921] [bbotk]           32.81500         33.05000         30.48000  56  NA 1101        0.10
## INFO  [12:39:24.921] [bbotk]           32.81500         33.05000         28.90201  56  NA 1102        0.20
## INFO  [12:39:24.921] [bbotk]           32.81500         33.05000         29.63120  56  NA 1103        0.00
## INFO  [12:39:24.921] [bbotk]           33.23545         33.05000         30.48000  56  NA 1104        0.20
## INFO  [12:39:24.921] [bbotk]           32.81500         33.22824         30.48000  56  NA 1105        0.10
## INFO  [12:39:24.921] [bbotk]           32.81500         30.20079         32.50531  56  NA 1106        0.05
## INFO  [12:39:24.921] [bbotk]           32.32616         33.05000         30.48000  56  NA 1107        0.00
## INFO  [12:39:24.921] [bbotk]           32.81500         30.95111         28.49535  56  NA 1108        0.00
## INFO  [12:39:24.921] [bbotk]           32.81500         33.05000         30.48000  56  NA 1109        0.10
## INFO  [12:39:24.921] [bbotk]           32.81500         33.05000         30.48000  56  NA 1110        0.10
## INFO  [12:39:24.921] [bbotk]           32.81500         39.15716         29.64428  56  NA 1111        0.00
## INFO  [12:39:24.921] [bbotk]           32.81500         33.05000         30.48000  56  NA 1112        0.10
## INFO  [12:39:24.921] [bbotk]           30.24301         33.05000         29.67389  56  NA 1113        0.00
## INFO  [12:39:24.921] [bbotk]           32.97302         33.05000         30.48000  56  NA 1114        0.10
## INFO  [12:39:24.921] [bbotk]           32.81500         33.05000         29.61311  56  NA 1115        0.00
## INFO  [12:39:24.921] [bbotk]           32.81500         33.05000         30.48000  56  NA 1116        0.05
## INFO  [12:39:24.921] [bbotk]           32.81500         33.05000         28.61082  56  NA 1117        0.20
## INFO  [12:39:24.921] [bbotk]           32.09245         26.36817         30.48000  56  NA 1118        0.25
## INFO  [12:39:24.921] [bbotk]           32.81500         33.05000         30.48000  56  NA 1119        0.05
## INFO  [12:39:24.921] [bbotk]           32.81500         30.95111         28.49535  56  NA 1120        0.00
## INFO  [12:39:24.921] [bbotk]  dist_x_interest no_changed dist_train
## INFO  [12:39:24.921] [bbotk]     0.0151287890          2  0.1492123
## INFO  [12:39:24.921] [bbotk]     0.0111859574          2  0.1579945
## INFO  [12:39:24.921] [bbotk]     0.0097074839          2  0.1546336
## INFO  [12:39:24.921] [bbotk]     0.1269609055          5  0.1387096
## INFO  [12:39:24.921] [bbotk]     0.1231927676          4  0.2141489
## INFO  [12:39:24.921] [bbotk]     0.1127188993          4  0.2036785
## INFO  [12:39:24.921] [bbotk]     0.0062976337          2  0.1563266
## INFO  [12:39:24.921] [bbotk]     0.0244515654          3  0.1435593
## INFO  [12:39:24.921] [bbotk]     0.0077956730          1  0.1565454
## INFO  [12:39:24.921] [bbotk]     0.0001210203          1  0.1499079
## INFO  [12:39:24.921] [bbotk]     0.1176388787          5  0.1343265
## INFO  [12:39:24.921] [bbotk]     0.0300613666          4  0.1757507
## INFO  [12:39:24.921] [bbotk]     0.0140295367          2  0.1503115
## INFO  [12:39:24.921] [bbotk]     0.0761579047          4  0.1950290
## INFO  [12:39:24.921] [bbotk]     0.0196107588          3  0.1447303
## INFO  [12:39:24.921] [bbotk]     0.0060211066          1  0.1546326
## INFO  [12:39:24.921] [bbotk]     0.0094056019          1  0.1562141
## INFO  [12:39:24.921] [bbotk]     0.0240439924          3  0.1690726
## INFO  [12:39:24.921] [bbotk]     0.1104851622          3  0.2396971
## INFO  [12:39:24.921] [bbotk]     0.0244515654          3  0.1435593
## INFO  [12:39:25.098] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:25.227] [bbotk] Result of batch 57:
## INFO  [12:39:25.232] [bbotk]  heatF laneF    pointP reactiontimeP swimtimeP mediaParcialesP
## INFO  [12:39:25.232] [bbotk]      1     8  932.9425     0.7200000  129.1600        35.42048
## INFO  [12:39:25.232] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:25.232] [bbotk]      1     8  886.0000     0.7200000  907.7741        32.29000
## INFO  [12:39:25.232] [bbotk]      9     8 1002.8171     0.7200000  129.1600        30.39757
## INFO  [12:39:25.232] [bbotk]      1     8  889.0959     0.7203844  129.1600        32.29000
## INFO  [12:39:25.232] [bbotk]      8     8  909.9570     0.7200000  126.0134        32.29000
## INFO  [12:39:25.232] [bbotk]      1     8  886.0000     0.7527742  348.2297        29.11409
## INFO  [12:39:25.232] [bbotk]      1     8  901.3786     0.7200000  129.1600        32.29000
## INFO  [12:39:25.232] [bbotk]      1     0  877.0295     0.7200000  129.1600        25.45574
## INFO  [12:39:25.232] [bbotk]      1     9  882.0789     0.7200000  455.5234        30.42402
## INFO  [12:39:25.232] [bbotk]      1     8 1000.4004     0.7051988  129.1600        32.29000
## INFO  [12:39:25.232] [bbotk]      1     2 1007.0410     0.6460327  433.8880        32.29000
## INFO  [12:39:25.232] [bbotk]      1     8  886.0000     0.7097362  783.4870        32.29000
## INFO  [12:39:25.232] [bbotk]      1     8  902.6185     0.7200000  129.1600        32.29000
## INFO  [12:39:25.232] [bbotk]      1     4  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:25.232] [bbotk]      1     8  886.0000     0.7200000  129.1600        29.79605
## INFO  [12:39:25.232] [bbotk]      1     8  886.0000     0.7202291  129.1600        32.29000
## INFO  [12:39:25.232] [bbotk]      4     8  923.2046     0.7006835  129.1600        32.29000
## INFO  [12:39:25.232] [bbotk]      8     7  952.3602     0.7200000  482.7611        32.29000
## INFO  [12:39:25.232] [bbotk]      1     8  901.8366     0.6573515  129.1600        32.29000
## INFO  [12:39:25.232] [bbotk]  medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO  [12:39:25.232] [bbotk]           32.77120         33.05000         30.48000  57  NA 1121        0.15
## INFO  [12:39:25.232] [bbotk]           32.81500         30.34146         29.13268  57  NA 1122        0.10
## INFO  [12:39:25.232] [bbotk]           32.81500         30.95111         28.35136  57  NA 1123        0.05
## INFO  [12:39:25.232] [bbotk]           22.62671         33.05000         30.48000  57  NA 1124        0.10
## INFO  [12:39:25.232] [bbotk]           32.81500         25.89973         30.33257  57  NA 1125        0.30
## INFO  [12:39:25.232] [bbotk]           32.81500         33.05000         29.82703  57  NA 1126        0.00
## INFO  [12:39:25.232] [bbotk]           30.71878         24.87165         30.48000  57  NA 1127        0.25
## INFO  [12:39:25.232] [bbotk]           32.81500         33.05000         29.63510  57  NA 1128        0.00
## INFO  [12:39:25.232] [bbotk]           32.81500         33.05000         25.83429  57  NA 1129        0.20
## INFO  [12:39:25.232] [bbotk]           32.81500         33.05000         30.48000  57  NA 1130        0.10
## INFO  [12:39:25.232] [bbotk]           32.81500         26.28015         29.29963  57  NA 1131        0.30
## INFO  [12:39:25.232] [bbotk]           32.81500         29.29089         31.11332  57  NA 1132        0.30
## INFO  [12:39:25.232] [bbotk]           28.82499         33.05000         29.80746  57  NA 1133        0.00
## INFO  [12:39:25.232] [bbotk]           30.83923         33.05000         28.16426  57  NA 1134        0.00
## INFO  [12:39:25.232] [bbotk]           32.81500         33.05000         28.90201  57  NA 1135        0.10
## INFO  [12:39:25.232] [bbotk]           32.81500         33.05000         28.61082  57  NA 1136        0.20
## INFO  [12:39:25.232] [bbotk]           32.55344         33.05000         29.57875  57  NA 1137        0.00
## INFO  [12:39:25.232] [bbotk]           32.82347         24.00529         29.70520  57  NA 1138        0.30
## INFO  [12:39:25.232] [bbotk]           32.81500         33.05000         30.48000  57  NA 1139        0.10
## INFO  [12:39:25.232] [bbotk]           32.81500         33.05000         30.48000  57  NA 1140        0.10
## INFO  [12:39:25.232] [bbotk]  dist_x_interest no_changed dist_train
## INFO  [12:39:25.232] [bbotk]      0.029632310          3  0.1680228
## INFO  [12:39:25.232] [bbotk]      0.015218523          2  0.1522914
## INFO  [12:39:25.232] [bbotk]      0.065429557          3  0.2003883
## INFO  [12:39:25.232] [bbotk]      0.147479771          4  0.2478419
## INFO  [12:39:25.232] [bbotk]      0.024179494          4  0.1711338
## INFO  [12:39:25.232] [bbotk]      0.070793324          4  0.2111948
## INFO  [12:39:25.232] [bbotk]      0.065534214          5  0.1799535
## INFO  [12:39:25.232] [bbotk]      0.009701021          2  0.1546400
## INFO  [12:39:25.232] [bbotk]      0.113384565          4  0.2003897
## INFO  [12:39:25.232] [bbotk]      0.088054026          4  0.1790136
## INFO  [12:39:25.232] [bbotk]      0.069989367          4  0.1783916
## INFO  [12:39:25.232] [bbotk]      0.147556409          6  0.2273067
## INFO  [12:39:25.232] [bbotk]      0.061021323          4  0.1922843
## INFO  [12:39:25.232] [bbotk]      0.025202915          3  0.1461400
## INFO  [12:39:25.232] [bbotk]      0.066763887          2  0.1382646
## INFO  [12:39:25.232] [bbotk]      0.019625244          2  0.1477066
## INFO  [12:39:25.232] [bbotk]      0.005586720          3  0.1523204
## INFO  [12:39:25.232] [bbotk]      0.107275389          6  0.2182837
## INFO  [12:39:25.232] [bbotk]      0.163042416          4  0.2528304
## INFO  [12:39:25.232] [bbotk]      0.015848504          2  0.1484925
## INFO  [12:39:25.433] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:25.563] [bbotk] Result of batch 58:
## INFO  [12:39:25.568] [bbotk]  heatF laneF   pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO  [12:39:25.568] [bbotk]      1     8 908.3657     0.7206958 129.16000        32.29000          32.81500
## INFO  [12:39:25.568] [bbotk]      1     4 982.4686     0.7200000 129.16000        33.08204          32.81500
## INFO  [12:39:25.568] [bbotk]      1     8 874.9652     0.7200000 856.95842        29.80225          21.38983
## INFO  [12:39:25.568] [bbotk]     12     8 908.7056     0.7200000 129.16000        33.29654          32.81500
## INFO  [12:39:25.568] [bbotk]      1     8 886.0000     0.7200000 753.89848        32.29000          32.81500
## INFO  [12:39:25.568] [bbotk]      1     8 886.0000     0.7004215 129.16000        32.29000          32.81500
## INFO  [12:39:25.568] [bbotk]     12     0 901.3415     0.7200000  60.91865        32.29000          35.08160
## INFO  [12:39:25.568] [bbotk]      9     8 886.0000     0.7200000 590.42921        34.07900          32.81500
## INFO  [12:39:25.568] [bbotk]      1     8 908.3657     0.7200000 129.16000        32.29000          32.81500
## INFO  [12:39:25.568] [bbotk]      1     8 954.9746     0.6584582 129.16000        32.29000          32.81500
## INFO  [12:39:25.568] [bbotk]      1     8 906.9228     0.7200000 129.16000        32.29000          32.81500
## INFO  [12:39:25.568] [bbotk]      1     2 950.8168     0.7200000 129.16000        32.29000          32.81500
## INFO  [12:39:25.568] [bbotk]     11     8 886.0000     0.7200000 129.16000        27.43768          32.81500
## INFO  [12:39:25.568] [bbotk]      1     8 886.0000     0.7122563 129.16000        32.29000          32.81500
## INFO  [12:39:25.568] [bbotk]      1     1 886.0000     0.7200000 129.16000        33.64358          32.81500
## INFO  [12:39:25.568] [bbotk]      1     2 886.0000     0.7200000 129.16000        28.77278          32.81500
## INFO  [12:39:25.568] [bbotk]      1     8 953.5893     0.7259445 146.74643        27.99932          22.55930
## INFO  [12:39:25.568] [bbotk]      1     8 886.0000     0.7200000 129.16000        32.29000          32.81500
## INFO  [12:39:25.568] [bbotk]      1     9 886.0000     0.7200000 919.56440        26.85683          32.81500
## INFO  [12:39:25.568] [bbotk]      1     8 885.7929     0.7200000 129.16000        32.29000          30.53391
## INFO  [12:39:25.568] [bbotk]  maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO  [12:39:25.568] [bbotk]          25.30757         30.48000  58  NA 1141        0.35     0.032161903
## INFO  [12:39:25.568] [bbotk]          33.05000         28.90201  58  NA 1142        0.00     0.104193953
## INFO  [12:39:25.568] [bbotk]          33.05000         22.74470  58  NA 1143        0.30     0.142365181
## INFO  [12:39:25.568] [bbotk]          33.05000         25.80633  58  NA 1144        0.00     0.094511682
## INFO  [12:39:25.568] [bbotk]          33.05000         29.62035  58  NA 1145        0.05     0.042983181
## INFO  [12:39:25.568] [bbotk]          33.05000         30.48000  58  NA 1146        0.10     0.003199101
## INFO  [12:39:25.568] [bbotk]          33.05000         30.48000  58  NA 1147        0.25     0.136095081
## INFO  [12:39:25.568] [bbotk]          33.05000         30.48000  58  NA 1148        0.10     0.094696761
## INFO  [12:39:25.568] [bbotk]          30.95111         30.48000  58  NA 1149        0.10     0.014464905
## INFO  [12:39:25.568] [bbotk]          24.82273         32.20477  58  NA 1150        0.40     0.068809888
## INFO  [12:39:25.568] [bbotk]          30.98023         28.61082  58  NA 1151        0.00     0.023268471
## INFO  [12:39:25.568] [bbotk]          36.95413         29.63120  58  NA 1152        0.00     0.098226949
## INFO  [12:39:25.568] [bbotk]          30.95111         31.90868  58  NA 1153        0.15     0.092435689
## INFO  [12:39:25.568] [bbotk]          27.52690         30.48000  58  NA 1154        0.25     0.018473369
## INFO  [12:39:25.568] [bbotk]          33.05000         30.94600  58  NA 1155        0.30     0.066715079
## INFO  [12:39:25.568] [bbotk]          33.05000         30.48000  58  NA 1156        0.15     0.073236312
## INFO  [12:39:25.568] [bbotk]          33.05000         24.84624  58  NA 1157        0.20     0.111709175
## INFO  [12:39:25.568] [bbotk]          33.05000         29.66903  58  NA 1158        0.10     0.004080738
## INFO  [12:39:25.568] [bbotk]          30.11214         30.48000  58  NA 1159        0.05     0.139149266
## INFO  [12:39:25.568] [bbotk]          33.05000         29.67364  58  NA 1160        0.00     0.012976178
## INFO  [12:39:25.568] [bbotk]  no_changed dist_train
## INFO  [12:39:25.568] [bbotk]           3 0.16694308
## INFO  [12:39:25.568] [bbotk]           4 0.13910039
## INFO  [12:39:25.568] [bbotk]           5 0.24749102
## INFO  [12:39:25.568] [bbotk]           4 0.22645738
## INFO  [12:39:25.568] [bbotk]           2 0.18979169
## INFO  [12:39:25.568] [bbotk]           1 0.15322806
## INFO  [12:39:25.568] [bbotk]           5 0.22524781
## INFO  [12:39:25.568] [bbotk]           3 0.24472572
## INFO  [12:39:25.568] [bbotk]           2 0.14987614
## INFO  [12:39:25.568] [bbotk]           4 0.17381653
## INFO  [12:39:25.568] [bbotk]           3 0.14358025
## INFO  [12:39:25.568] [bbotk]           4 0.17412028
## INFO  [12:39:25.568] [bbotk]           4 0.22374176
## INFO  [12:39:25.568] [bbotk]           2 0.16657491
## INFO  [12:39:25.568] [bbotk]           3 0.09909698
## INFO  [12:39:25.568] [bbotk]           2 0.16419588
## INFO  [12:39:25.568] [bbotk]           6 0.19132120
## INFO  [12:39:25.568] [bbotk]           1 0.15088925
## INFO  [12:39:25.568] [bbotk]           4 0.23010883
## INFO  [12:39:25.568] [bbotk]           3 0.15151168
## INFO  [12:39:25.789] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:25.916] [bbotk] Result of batch 59:
## INFO  [12:39:25.921] [bbotk]  heatF laneF   pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO  [12:39:25.921] [bbotk]      6     4 910.3489     0.6733778  129.1600        32.29000          32.81500
## INFO  [12:39:25.921] [bbotk]      1     8 872.3758     0.6939916  129.1600        32.29000          32.81500
## INFO  [12:39:25.921] [bbotk]      1     2 906.9228     0.7249487  129.1600        32.29000          32.81500
## INFO  [12:39:25.921] [bbotk]      1     8 906.9228     0.7200000  129.1600        29.79605          32.81500
## INFO  [12:39:25.921] [bbotk]      1     8 908.3657     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:25.921] [bbotk]      2     1 886.0000     0.6762937  129.1600        32.29000          32.81500
## INFO  [12:39:25.921] [bbotk]      1     8 886.0000     0.7081706  295.7454        22.48340          30.53391
## INFO  [12:39:25.921] [bbotk]      4     6 885.7929     0.7200000  129.1600        32.29000          33.07715
## INFO  [12:39:25.921] [bbotk]      1     8 886.0000     0.7221263  129.1600        22.24887          32.81500
## INFO  [12:39:25.921] [bbotk]      1     8 886.0000     0.7200000  228.4385        32.29000          26.33966
## INFO  [12:39:25.921] [bbotk]      1     9 886.0000     0.6683467  129.1600        23.02554          28.68738
## INFO  [12:39:25.921] [bbotk]      1     0 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:25.921] [bbotk]      1     8 897.1372     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:25.921] [bbotk]      1     8 912.6209     0.7200000  372.2733        32.29000          32.81500
## INFO  [12:39:25.921] [bbotk]      9     8 864.2616     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:25.921] [bbotk]      1     8 932.4442     0.7478165  448.8992        21.69227          32.81500
## INFO  [12:39:25.921] [bbotk]      1     8 902.1418     0.7200000  129.1600        24.13942          32.81500
## INFO  [12:39:25.921] [bbotk]      1     8 903.5941     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:25.921] [bbotk]      8     8 880.3463     0.7078920  129.1600        23.18606          32.81500
## INFO  [12:39:25.921] [bbotk]      3     8 886.0000     0.6645119  129.1600        35.04438          32.81500
## INFO  [12:39:25.921] [bbotk]  maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO  [12:39:25.921] [bbotk]          33.05000         25.99389  59  NA 1161        0.00      0.15646718
## INFO  [12:39:25.921] [bbotk]          33.05000         29.15886  59  NA 1162        0.15      0.01572553
## INFO  [12:39:25.921] [bbotk]          30.98023         28.61082  59  NA 1163        0.00      0.08290060
## INFO  [12:39:25.921] [bbotk]          33.05000         28.61082  59  NA 1164        0.00      0.02703942
## INFO  [12:39:25.921] [bbotk]          30.95111         30.48000  59  NA 1165        0.10      0.01446490
## INFO  [12:39:25.921] [bbotk]          26.87448         21.51126  59  NA 1166        0.15      0.18915966
## INFO  [12:39:25.921] [bbotk]          38.20460         30.48000  59  NA 1167        0.00      0.07733121
## INFO  [12:39:25.921] [bbotk]          33.05000         30.48000  59  NA 1168        0.05      0.11873700
## INFO  [12:39:25.921] [bbotk]          33.42036         24.24218  59  NA 1169        0.35      0.07403607
## INFO  [12:39:25.921] [bbotk]          32.25155         30.86928  59  NA 1170        0.10      0.03569860
## INFO  [12:39:25.921] [bbotk]          33.05000         30.48000  59  NA 1171        0.10      0.12123259
## INFO  [12:39:25.921] [bbotk]          33.05000         28.49535  59  NA 1172        0.20      0.06881019
## INFO  [12:39:25.921] [bbotk]          33.05000         30.48000  59  NA 1173        0.05      0.00394656
## INFO  [12:39:25.921] [bbotk]          33.05000         23.25972  59  NA 1174        0.10      0.06080878
## INFO  [12:39:25.921] [bbotk]          33.05000         30.48000  59  NA 1175        0.15      0.06652673
## INFO  [12:39:25.921] [bbotk]          27.94265         30.48000  59  NA 1176        0.30      0.10012766
## INFO  [12:39:25.921] [bbotk]          33.05000         29.66903  59  NA 1177        0.00      0.04319994
## INFO  [12:39:25.921] [bbotk]          33.05000         29.53374  59  NA 1178        0.00      0.01099614
## INFO  [12:39:25.921] [bbotk]          33.05000         33.05023  59  NA 1179        0.15      0.11304458
## INFO  [12:39:25.921] [bbotk]          33.05000         30.48000  59  NA 1180        0.15      0.07917706
## INFO  [12:39:25.921] [bbotk]  no_changed dist_train
## INFO  [12:39:25.921] [bbotk]           5  0.1786484
## INFO  [12:39:25.921] [bbotk]           3  0.1582713
## INFO  [12:39:25.921] [bbotk]           5  0.1678509
## INFO  [12:39:25.921] [bbotk]           3  0.1402924
## INFO  [12:39:25.921] [bbotk]           2  0.1498761
## INFO  [12:39:25.921] [bbotk]           5  0.2183211
## INFO  [12:39:25.921] [bbotk]           5  0.2001599
## INFO  [12:39:25.921] [bbotk]           4  0.2093220
## INFO  [12:39:25.921] [bbotk]           4  0.2021174
## INFO  [12:39:25.921] [bbotk]           4  0.1721087
## INFO  [12:39:25.921] [bbotk]           4  0.1980852
## INFO  [12:39:25.921] [bbotk]           2  0.1567952
## INFO  [12:39:25.921] [bbotk]           1  0.1525581
## INFO  [12:39:25.921] [bbotk]           3  0.1899796
## INFO  [12:39:25.921] [bbotk]           2  0.2165557
## INFO  [12:39:25.921] [bbotk]           5  0.2052899
## INFO  [12:39:25.921] [bbotk]           3  0.1679834
## INFO  [12:39:25.921] [bbotk]           2  0.1533449
## INFO  [12:39:25.921] [bbotk]           5  0.2534726
## INFO  [12:39:25.921] [bbotk]           3  0.2253847
## INFO  [12:39:26.128] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:26.289] [bbotk] Result of batch 60:
## INFO  [12:39:26.294] [bbotk]  heatF laneF    pointP reactiontimeP swimtimeP mediaParcialesP
## INFO  [12:39:26.294] [bbotk]      1     3  916.0037     0.7200000  129.1600        32.29000
## INFO  [12:39:26.294] [bbotk]      1     8 1008.2540     0.7200000  129.1600        32.29000
## INFO  [12:39:26.294] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:26.294] [bbotk]      1     8  901.4416     0.7200000  129.1600        32.29000
## INFO  [12:39:26.294] [bbotk]      1     8 1009.4676     0.6732068  869.1006        32.29000
## INFO  [12:39:26.294] [bbotk]      1     6  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:26.294] [bbotk]      1     0  901.6300     0.7200000  129.1600        32.29000
## INFO  [12:39:26.294] [bbotk]      1     8  904.2363     0.7200000  129.1600        32.29000
## INFO  [12:39:26.294] [bbotk]      1     4  886.0000     0.6678322  129.1600        32.29000
## INFO  [12:39:26.294] [bbotk]      2     8  886.0000     0.7807985  129.1600        32.17085
## INFO  [12:39:26.294] [bbotk]      1     8  906.9228     0.7200000  129.1600        30.52331
## INFO  [12:39:26.294] [bbotk]     12     7  856.1143     0.7200000  129.1600        32.29000
## INFO  [12:39:26.294] [bbotk]      1     8  910.9319     0.6598399  129.1600        32.61611
## INFO  [12:39:26.294] [bbotk]      1     8  901.2295     0.7699097  129.1600        32.29000
## INFO  [12:39:26.294] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:26.294] [bbotk]      4     0  885.8699     0.7200168  129.1600        32.29000
## INFO  [12:39:26.294] [bbotk]      1     8  920.8510     0.7200000  650.3162        32.29000
## INFO  [12:39:26.294] [bbotk]      5     0  906.8298     0.6908517  129.1600        33.30303
## INFO  [12:39:26.294] [bbotk]      1     8  884.6132     0.6910667  129.1600        32.29000
## INFO  [12:39:26.294] [bbotk]      9     7  904.8896     0.7200000  707.9709        30.89529
## INFO  [12:39:26.294] [bbotk]  medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO  [12:39:26.294] [bbotk]           32.81500         32.99320         28.64049  60  NA 1181        0.00
## INFO  [12:39:26.294] [bbotk]           32.81500         33.05000         29.89302  60  NA 1182        0.05
## INFO  [12:39:26.294] [bbotk]           30.91927         33.05000         30.48000  60  NA 1183        0.05
## INFO  [12:39:26.294] [bbotk]           31.86301         30.01970         29.75711  60  NA 1184        0.00
## INFO  [12:39:26.294] [bbotk]           26.98315         32.27609         28.38094  60  NA 1185        0.00
## INFO  [12:39:26.294] [bbotk]           21.56494         33.05000         28.67898  60  NA 1186        0.10
## INFO  [12:39:26.294] [bbotk]           32.81500         33.05000         30.48000  60  NA 1187        0.05
## INFO  [12:39:26.294] [bbotk]           32.81500         33.05000         30.48000  60  NA 1188        0.05
## INFO  [12:39:26.294] [bbotk]           32.81500         33.05000         25.87376  60  NA 1189        0.05
## INFO  [12:39:26.294] [bbotk]           32.81500         37.71700         32.60005  60  NA 1190        0.15
## INFO  [12:39:26.294] [bbotk]           29.93451         33.05000         28.61082  60  NA 1191        0.00
## INFO  [12:39:26.294] [bbotk]           32.81500         26.66979         30.48000  60  NA 1192        0.25
## INFO  [12:39:26.294] [bbotk]           32.81500         33.05000         29.10778  60  NA 1193        0.10
## INFO  [12:39:26.294] [bbotk]           32.92653         33.05000         30.48000  60  NA 1194        0.10
## INFO  [12:39:26.294] [bbotk]           32.52190         33.05000         30.48000  60  NA 1195        0.05
## INFO  [12:39:26.294] [bbotk]           32.81500         22.57825         30.48000  60  NA 1196        0.25
## INFO  [12:39:26.294] [bbotk]           24.59246         31.15650         30.48000  60  NA 1197        0.05
## INFO  [12:39:26.294] [bbotk]           32.81500         33.05000         30.48000  60  NA 1198        0.05
## INFO  [12:39:26.294] [bbotk]           32.24931         33.05000         30.48000  60  NA 1199        0.00
## INFO  [12:39:26.294] [bbotk]           32.81500         33.05000         29.73809  60  NA 1200        0.00
## INFO  [12:39:26.294] [bbotk]  dist_x_interest no_changed dist_train
## INFO  [12:39:26.294] [bbotk]      0.078888911          4  0.1654565
## INFO  [12:39:26.294] [bbotk]      0.046275400          2  0.1791953
## INFO  [12:39:26.294] [bbotk]      0.007350942          1  0.1569901
## INFO  [12:39:26.294] [bbotk]      0.022242212          4  0.1472727
## INFO  [12:39:26.294] [bbotk]      0.132770980          6  0.2122248
## INFO  [12:39:26.294] [bbotk]      0.111509654          3  0.1994946
## INFO  [12:39:26.294] [bbotk]      0.064362151          2  0.1541501
## INFO  [12:39:26.294] [bbotk]      0.006462190          1  0.1550737
## INFO  [12:39:26.294] [bbotk]      0.090526072          3  0.1281515
## INFO  [12:39:26.294] [bbotk]      0.094454920          5  0.2322558
## INFO  [12:39:26.294] [bbotk]      0.035228698          4  0.1316200
## INFO  [12:39:26.294] [bbotk]      0.148115815          4  0.2393212
## INFO  [12:39:26.294] [bbotk]      0.026906188          4  0.1401075
## INFO  [12:39:26.294] [bbotk]      0.013984355          3  0.1587075
## INFO  [12:39:26.294] [bbotk]      0.001136530          1  0.1511655
## INFO  [12:39:26.294] [bbotk]      0.150322261          5  0.2415222
## INFO  [12:39:26.294] [bbotk]      0.082381115          4  0.1872682
## INFO  [12:39:26.294] [bbotk]      0.133942232          5  0.2237302
## INFO  [12:39:26.294] [bbotk]      0.007412606          3  0.1574416
## INFO  [12:39:26.294] [bbotk]      0.169604766          6  0.2559264
## INFO  [12:39:26.491] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:26.618] [bbotk] Result of batch 61:
## INFO  [12:39:26.623] [bbotk]  heatF laneF   pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO  [12:39:26.623] [bbotk]      4     8 886.0000     0.7200000  568.0953        32.29000          25.58718
## INFO  [12:39:26.623] [bbotk]      1     8 909.2078     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:26.623] [bbotk]      1     3 901.3415     0.6606629  129.1600        26.95877          34.08186
## INFO  [12:39:26.623] [bbotk]      1     8 886.0000     0.7200000   91.7565        32.29000          32.81500
## INFO  [12:39:26.623] [bbotk]      1     8 886.0000     0.7200000  863.1570        32.00916          32.81500
## INFO  [12:39:26.623] [bbotk]      1     8 886.0000     0.7200000  346.2089        32.29000          32.81500
## INFO  [12:39:26.623] [bbotk]      1     3 958.3410     0.7200000  927.8132        27.59750          32.81500
## INFO  [12:39:26.623] [bbotk]      1     8 898.0944     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:26.623] [bbotk]      1     8 886.0000     0.6898437  129.1600        32.29000          32.81500
## INFO  [12:39:26.623] [bbotk]      1     8 900.1181     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:26.623] [bbotk]      1     8 884.0145     0.7200000  129.1600        34.62377          32.81500
## INFO  [12:39:26.623] [bbotk]      1     8 886.0000     0.7172312  129.1600        33.33830          32.81500
## INFO  [12:39:26.623] [bbotk]      1     9 907.1213     0.7200000  173.3136        32.29000          32.81500
## INFO  [12:39:26.623] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:26.623] [bbotk]      1     3 886.0000     0.7072128  129.1600        32.29000          30.53391
## INFO  [12:39:26.623] [bbotk]      1     8 886.0000     0.7200362  129.1600        25.94228          32.81500
## INFO  [12:39:26.623] [bbotk]      1     8 886.0000     0.7200000  758.9916        30.46601          32.37086
## INFO  [12:39:26.623] [bbotk]      1     8 908.0325     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:26.623] [bbotk]      1     2 889.9875     0.7200000  388.0452        32.29000          32.81500
## INFO  [12:39:26.623] [bbotk]      1     8 909.9177     0.6854364  129.1600        32.29000          25.15922
## INFO  [12:39:26.623] [bbotk]  maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO  [12:39:26.623] [bbotk]          33.05000         30.48000  61  NA 1201        0.05     0.114010651
## INFO  [12:39:26.623] [bbotk]          33.05000         30.48000  61  NA 1202        0.10     0.008223874
## INFO  [12:39:26.623] [bbotk]          33.05000         30.48000  61  NA 1203        0.10     0.100714068
## INFO  [12:39:26.623] [bbotk]          33.05000         30.48000  61  NA 1204        0.20     0.002314447
## INFO  [12:39:26.623] [bbotk]          31.55329         30.48000  61  NA 1205        0.10     0.051232165
## INFO  [12:39:26.623] [bbotk]          33.05000         29.67850  61  NA 1206        0.10     0.017463628
## INFO  [12:39:26.623] [bbotk]          36.94443         30.48000  61  NA 1207        0.00     0.165239589
## INFO  [12:39:26.623] [bbotk]          33.05000         30.48000  61  NA 1208        0.05     0.004285749
## INFO  [12:39:26.623] [bbotk]          33.05000         30.48000  61  NA 1209        0.05     0.004927496
## INFO  [12:39:26.623] [bbotk]          33.05000         30.48000  61  NA 1210        0.05     0.005002860
## INFO  [12:39:26.623] [bbotk]          33.05000         29.27146  61  NA 1211        0.15     0.016348199
## INFO  [12:39:26.623] [bbotk]          33.05000         28.99933  61  NA 1212        0.20     0.012198783
## INFO  [12:39:26.623] [bbotk]          33.05000         27.24838  61  NA 1213        0.00     0.085301544
## INFO  [12:39:26.623] [bbotk]          33.05000         30.48000  61  NA 1214        0.10     0.000000000
## INFO  [12:39:26.623] [bbotk]          33.05000         28.46235  61  NA 1215        0.05     0.079910866
## INFO  [12:39:26.623] [bbotk]          33.05000         23.67695  61  NA 1216        0.25     0.060250057
## INFO  [12:39:26.623] [bbotk]          33.05000         30.48000  61  NA 1217        0.00     0.048169113
## INFO  [12:39:26.623] [bbotk]          33.05000         30.48000  61  NA 1218        0.10     0.007807393
## INFO  [12:39:26.623] [bbotk]          24.84863         30.48000  61  NA 1219        0.30     0.101808396
## INFO  [12:39:26.623] [bbotk]          33.05000         30.48000  61  NA 1220        0.05     0.043809346
## INFO  [12:39:26.623] [bbotk]  no_changed dist_train
## INFO  [12:39:26.623] [bbotk]           3  0.2553962
## INFO  [12:39:26.623] [bbotk]           1  0.1561172
## INFO  [12:39:26.623] [bbotk]           5  0.1812715
## INFO  [12:39:26.623] [bbotk]           1  0.1523286
## INFO  [12:39:26.623] [bbotk]           3  0.2010153
## INFO  [12:39:26.623] [bbotk]           2  0.1642721
## INFO  [12:39:26.623] [bbotk]           5  0.2396056
## INFO  [12:39:26.623] [bbotk]           1  0.1528973
## INFO  [12:39:26.623] [bbotk]           1  0.1549565
## INFO  [12:39:26.623] [bbotk]           1  0.1536144
## INFO  [12:39:26.623] [bbotk]           3  0.1631567
## INFO  [12:39:26.623] [bbotk]           3  0.1590073
## INFO  [12:39:26.623] [bbotk]           4  0.1718691
## INFO  [12:39:26.623] [bbotk]           0  0.1500290
## INFO  [12:39:26.623] [bbotk]           4  0.1678958
## INFO  [12:39:26.623] [bbotk]           3  0.1883314
## INFO  [12:39:26.623] [bbotk]           3  0.1941171
## INFO  [12:39:26.623] [bbotk]           1  0.1564189
## INFO  [12:39:26.623] [bbotk]           4  0.1915964
## INFO  [12:39:26.623] [bbotk]           3  0.1569487
## INFO  [12:39:26.859] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:26.995] [bbotk] Result of batch 62:
## INFO  [12:39:27.001] [bbotk]  heatF laneF   pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO  [12:39:27.001] [bbotk]      1     8 887.4569     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:27.001] [bbotk]      1     8 886.0000     0.7200000  129.1600        29.84414          32.81500
## INFO  [12:39:27.001] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:27.001] [bbotk]      1     8 886.0000     0.6619466  129.1600        32.29000          33.94575
## INFO  [12:39:27.001] [bbotk]      1     8 886.0000     0.7201659  129.1600        32.29000          32.82885
## INFO  [12:39:27.001] [bbotk]      1     8 886.0000     0.7199616  129.1600        32.29000          32.81500
## INFO  [12:39:27.001] [bbotk]      1     8 870.9614     0.6946434  129.1600        32.29000          32.81500
## INFO  [12:39:27.001] [bbotk]      2     4 912.2400     0.7159108  129.1600        32.29000          27.10801
## INFO  [12:39:27.001] [bbotk]      1     8 885.7929     0.7200000  129.1600        32.29000          30.53391
## INFO  [12:39:27.001] [bbotk]      1     8 865.1945     0.7200000  641.4503        32.29000          32.81500
## INFO  [12:39:27.001] [bbotk]      1     8 886.0000     0.7200000  129.1600        30.40988          33.68353
## INFO  [12:39:27.001] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:27.001] [bbotk]      1     4 909.2078     0.6935079  182.9076        32.29000          32.81500
## INFO  [12:39:27.001] [bbotk]      1     8 901.3415     0.6752164  680.2885        32.29000          32.81500
## INFO  [12:39:27.001] [bbotk]      1     8 897.4609     0.7200000  773.4617        30.52331          32.81500
## INFO  [12:39:27.001] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:27.001] [bbotk]     12     8 886.0000     0.7484292  129.1600        23.44915          32.81500
## INFO  [12:39:27.001] [bbotk]      3     9 902.1857     0.7052852  684.0575        32.29000          32.81500
## INFO  [12:39:27.001] [bbotk]     10     8 912.9081     0.7334855  436.2910        34.81828          32.81500
## INFO  [12:39:27.001] [bbotk]      1     8 902.1418     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:27.001] [bbotk]  maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO  [12:39:27.001] [bbotk]          33.05000         30.48000  62  NA 1221        0.10    5.162746e-04
## INFO  [12:39:27.001] [bbotk]          24.45498         30.58892  62  NA 1222        0.35    3.734974e-02
## INFO  [12:39:27.001] [bbotk]          33.05000         29.59548  62  NA 1223        0.10    4.450848e-03
## INFO  [12:39:27.001] [bbotk]          33.05000         28.91514  62  NA 1224        0.25    2.174476e-02
## INFO  [12:39:27.001] [bbotk]          33.05000         30.24373  62  NA 1225        0.10    1.269712e-03
## INFO  [12:39:27.001] [bbotk]          33.05000         30.48000  62  NA 1226        0.10    6.281591e-06
## INFO  [12:39:27.001] [bbotk]          33.12135         31.64642  62  NA 1227        0.10    1.556397e-02
## INFO  [12:39:27.001] [bbotk]          32.73845         30.48000  62  NA 1228        0.10    1.507138e-01
## INFO  [12:39:27.001] [bbotk]          33.05000         30.48000  62  NA 1229        0.05    8.918606e-03
## INFO  [12:39:27.001] [bbotk]          33.05000         33.05866  62  NA 1230        0.15    5.204773e-02
## INFO  [12:39:27.001] [bbotk]          33.05000         26.14989  62  NA 1231        0.20    3.286105e-02
## INFO  [12:39:27.001] [bbotk]          33.05000         28.51073  62  NA 1232        0.20    9.909252e-03
## INFO  [12:39:27.001] [bbotk]          33.63968         26.15489  62  NA 1233        0.00    9.830293e-02
## INFO  [12:39:27.001] [bbotk]          33.05000         30.53946  62  NA 1234        0.00    4.715577e-02
## INFO  [12:39:27.001] [bbotk]          33.54390         30.48000  62  NA 1235        0.05    5.270755e-02
## INFO  [12:39:27.001] [bbotk]          33.05000         30.48000  62  NA 1236        0.10    0.000000e+00
## INFO  [12:39:27.001] [bbotk]          33.05000         23.87209  62  NA 1237        0.30    1.329473e-01
## INFO  [12:39:27.001] [bbotk]          33.05000         30.48000  62  NA 1238        0.00    1.601228e-01
## INFO  [12:39:27.001] [bbotk]          35.34118         29.67850  62  NA 1239        0.05    1.110987e-01
## INFO  [12:39:27.001] [bbotk]          33.05000         30.48000  62  NA 1240        0.05    5.719994e-03
## INFO  [12:39:27.001] [bbotk]  no_changed dist_train
## INFO  [12:39:27.001] [bbotk]           1  0.1495127
## INFO  [12:39:27.001] [bbotk]           3  0.1680258
## INFO  [12:39:27.001] [bbotk]           1  0.1512594
## INFO  [12:39:27.001] [bbotk]           3  0.1513655
## INFO  [12:39:27.001] [bbotk]           3  0.1487592
## INFO  [12:39:27.001] [bbotk]           1  0.1500352
## INFO  [12:39:27.001] [bbotk]           4  0.1597898
## INFO  [12:39:27.001] [bbotk]           6  0.1902407
## INFO  [12:39:27.001] [bbotk]           2  0.1555692
## INFO  [12:39:27.001] [bbotk]           3  0.2020767
## INFO  [12:39:27.001] [bbotk]           3  0.1654899
## INFO  [12:39:27.001] [bbotk]           1  0.1567178
## INFO  [12:39:27.001] [bbotk]           6  0.1278714
## INFO  [12:39:27.001] [bbotk]           4  0.1859889
## INFO  [12:39:27.001] [bbotk]           4  0.1944471
## INFO  [12:39:27.001] [bbotk]           0  0.1500290
## INFO  [12:39:27.001] [bbotk]           4  0.2610287
## INFO  [12:39:27.001] [bbotk]           5  0.2499108
## INFO  [12:39:27.001] [bbotk]           7  0.2483033
## INFO  [12:39:27.001] [bbotk]           1  0.1543315
## INFO  [12:39:27.207] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:27.338] [bbotk] Result of batch 63:
## INFO  [12:39:27.343] [bbotk]  heatF laneF   pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO  [12:39:27.343] [bbotk]      7     3 997.1643     0.7200000 129.16000        32.29000          32.81500
## INFO  [12:39:27.343] [bbotk]      1     9 920.8823     0.7245058 129.16000        32.29000          32.55344
## INFO  [12:39:27.343] [bbotk]      1     8 886.0000     0.7200000 129.16000        29.41742          32.81500
## INFO  [12:39:27.343] [bbotk]      1     8 886.0000     0.7200000 129.16000        32.29000          32.81500
## INFO  [12:39:27.343] [bbotk]      8     8 886.0000     0.7200000 129.16000        25.68002          32.81500
## INFO  [12:39:27.343] [bbotk]      1     8 908.3657     0.7200000 129.16000        32.29000          32.81500
## INFO  [12:39:27.343] [bbotk]      1     8 886.0000     0.6606824 129.16000        32.29000          32.81500
## INFO  [12:39:27.343] [bbotk]      9     8 904.2027     0.7200000 129.16000        26.39275          32.81500
## INFO  [12:39:27.343] [bbotk]      9     5 886.0000     0.7241756 871.07897        32.29000          32.30694
## INFO  [12:39:27.343] [bbotk]      1     8 886.0000     0.7200000 129.16000        32.29000          28.55894
## INFO  [12:39:27.343] [bbotk]     10     8 906.8968     0.7200000  45.26004        32.29000          22.44747
## INFO  [12:39:27.343] [bbotk]      1     8 927.5040     0.7200000 129.16000        30.52331          29.93451
## INFO  [12:39:27.343] [bbotk]      1     8 886.0000     0.6957834 129.16000        34.74852          32.38687
## INFO  [12:39:27.343] [bbotk]      1     8 873.9563     0.7200000 129.16000        32.98141          32.81500
## INFO  [12:39:27.343] [bbotk]      1     8 886.0000     0.7200000 129.16000        32.29000          26.89922
## INFO  [12:39:27.343] [bbotk]      1     7 902.8734     0.7024293 129.16000        32.29000          21.48809
## INFO  [12:39:27.343] [bbotk]      1     8 901.3415     0.6358397 453.15451        29.40161          32.81500
## INFO  [12:39:27.343] [bbotk]      1     8 886.0000     0.7200000 129.16000        32.29000          32.81500
## INFO  [12:39:27.343] [bbotk]      1     8 885.0301     0.7200000 129.16000        32.29000          32.81500
## INFO  [12:39:27.343] [bbotk]      1     8 903.5941     0.7200000 129.16000        28.61508          29.48336
## INFO  [12:39:27.343] [bbotk]  maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO  [12:39:27.343] [bbotk]          33.05000         30.48000  63  NA 1241        0.00     0.157039094
## INFO  [12:39:27.343] [bbotk]          33.05000         30.48000  63  NA 1242        0.05     0.072934830
## INFO  [12:39:27.343] [bbotk]          33.01090         30.48000  63  NA 1243        0.10     0.011893025
## INFO  [12:39:27.343] [bbotk]          33.05000         29.46447  63  NA 1244        0.10     0.005110122
## INFO  [12:39:27.343] [bbotk]          28.17119         30.48000  63  NA 1245        0.25     0.101110385
## INFO  [12:39:27.343] [bbotk]          33.05000         23.53150  63  NA 1246        0.10     0.042890040
## INFO  [12:39:27.343] [bbotk]          33.05000         29.63120  63  NA 1247        0.10     0.013963519
## INFO  [12:39:27.343] [bbotk]          33.05000         30.48000  63  NA 1248        0.05     0.089439415
## INFO  [12:39:27.343] [bbotk]          33.05000         30.02292  63  NA 1249        0.00     0.168507728
## INFO  [12:39:27.343] [bbotk]          33.05000         25.83429  63  NA 1250        0.15     0.039880359
## INFO  [12:39:27.343] [bbotk]          29.12309         29.67850  63  NA 1251        0.20     0.127889394
## INFO  [12:39:27.343] [bbotk]          33.05000         24.93341  63  NA 1252        0.15     0.061026382
## INFO  [12:39:27.343] [bbotk]          33.05000         30.48000  63  NA 1253        0.10     0.015691539
## INFO  [12:39:27.343] [bbotk]          32.51672         30.48000  63  NA 1254        0.15     0.008762543
## INFO  [12:39:27.343] [bbotk]          29.24350         30.48000  63  NA 1255        0.15     0.034798913
## INFO  [12:39:27.343] [bbotk]          33.33746         30.48000  63  NA 1256        0.05     0.112490914
## INFO  [12:39:27.343] [bbotk]          33.05000         30.48000  63  NA 1257        0.10     0.051072090
## INFO  [12:39:27.343] [bbotk]          30.95111         30.48000  63  NA 1258        0.10     0.006539409
## INFO  [12:39:27.343] [bbotk]          27.43449         29.63510  63  NA 1259        0.30     0.022091140
## INFO  [12:39:27.343] [bbotk]          28.60810         29.53374  63  NA 1260        0.15     0.052813389
## INFO  [12:39:27.343] [bbotk]  no_changed dist_train
## INFO  [12:39:27.343] [bbotk]           3  0.2468271
## INFO  [12:39:27.343] [bbotk]           4  0.1612503
## INFO  [12:39:27.343] [bbotk]           2  0.1560343
## INFO  [12:39:27.343] [bbotk]           1  0.1519186
## INFO  [12:39:27.343] [bbotk]           3  0.2317864
## INFO  [12:39:27.343] [bbotk]           2  0.1750766
## INFO  [12:39:27.343] [bbotk]           2  0.1503775
## INFO  [12:39:27.343] [bbotk]           3  0.2209237
## INFO  [12:39:27.343] [bbotk]           6  0.2551281
## INFO  [12:39:27.343] [bbotk]           2  0.1649624
## INFO  [12:39:27.343] [bbotk]           6  0.2240951
## INFO  [12:39:27.343] [bbotk]           4  0.1467322
## INFO  [12:39:27.343] [bbotk]           3  0.1621932
## INFO  [12:39:27.343] [bbotk]           3  0.1587915
## INFO  [12:39:27.343] [bbotk]           2  0.1624756
## INFO  [12:39:27.343] [bbotk]           5  0.2020297
## INFO  [12:39:27.343] [bbotk]           4  0.1570809
## INFO  [12:39:27.343] [bbotk]           1  0.1565684
## INFO  [12:39:27.343] [bbotk]           3  0.1642204
## INFO  [12:39:27.343] [bbotk]           5  0.1385416
## INFO  [12:39:27.522] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:27.666] [bbotk] Result of batch 64:
## INFO  [12:39:27.671] [bbotk]  heatF laneF   pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO  [12:39:27.671] [bbotk]      1     8 906.8968     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:27.671] [bbotk]      1     8 906.9228     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:27.671] [bbotk]      1     0 886.0000     0.7096623  129.1600        32.29000          24.54490
## INFO  [12:39:27.671] [bbotk]      1     7 902.9437     0.7096788  129.1600        25.25708          33.58349
## INFO  [12:39:27.671] [bbotk]     10     3 974.4256     0.7200000  129.1600        29.20399          32.81500
## INFO  [12:39:27.671] [bbotk]      2     3 886.5004     0.6883124  398.3909        32.29000          32.81500
## INFO  [12:39:27.671] [bbotk]      1     8 908.3657     0.6905773  129.1600        32.29000          32.81500
## INFO  [12:39:27.671] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:27.671] [bbotk]      1     8 918.2055     0.7200000  129.1600        32.29000          31.08735
## INFO  [12:39:27.671] [bbotk]      1     8 886.0000     0.6606824  129.1600        30.44891          32.81500
## INFO  [12:39:27.671] [bbotk]      1     8 886.0000     0.7199887  129.1600        33.84330          32.81500
## INFO  [12:39:27.671] [bbotk]      1     8 887.6634     0.7201917  129.1600        32.51005          32.81500
## INFO  [12:39:27.671] [bbotk]      1     8 902.6457     0.7200000  129.1600        32.29000          32.56914
## INFO  [12:39:27.671] [bbotk]      1     8 886.0000     0.7415054  291.0910        21.92455          32.81500
## INFO  [12:39:27.671] [bbotk]      1     8 886.0000     0.7200000  129.1600        29.79605          32.81500
## INFO  [12:39:27.671] [bbotk]      1     8 886.0000     0.7076838  129.1600        32.29000          32.81500
## INFO  [12:39:27.671] [bbotk]      1     8 908.3657     0.7200000  175.1641        25.81989          32.81500
## INFO  [12:39:27.671] [bbotk]      3     8 886.0000     0.7328315  129.1600        32.29000          32.81500
## INFO  [12:39:27.671] [bbotk]      9     8 906.9228     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:27.671] [bbotk]      1     8 886.0000     0.6930592  129.1600        32.29000          32.81500
## INFO  [12:39:27.671] [bbotk]  maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO  [12:39:27.671] [bbotk]          33.05000         29.67850  64  NA 1261        0.00     0.011438077
## INFO  [12:39:27.671] [bbotk]          31.28899         25.68467  64  NA 1262        0.00     0.037030718
## INFO  [12:39:27.671] [bbotk]          33.05000         29.54576  64  NA 1263        0.05     0.097282026
## INFO  [12:39:27.671] [bbotk]          33.05000         30.48000  64  NA 1264        0.05     0.098313334
## INFO  [12:39:27.671] [bbotk]          33.05000         30.18296  64  NA 1265        0.00     0.163121896
## INFO  [12:39:27.671] [bbotk]          39.10868         30.48000  64  NA 1266        0.00     0.158538254
## INFO  [12:39:27.671] [bbotk]          30.95111         30.48000  64  NA 1267        0.05     0.019272543
## INFO  [12:39:27.671] [bbotk]          33.05000         25.83429  64  NA 1268        0.15     0.023376985
## INFO  [12:39:27.671] [bbotk]          32.59767         29.66903  64  NA 1269        0.00     0.023601505
## INFO  [12:39:27.671] [bbotk]          29.20280         30.48000  64  NA 1270        0.20     0.029223314
## INFO  [12:39:27.671] [bbotk]          33.05000         30.48000  64  NA 1271        0.15     0.006366899
## INFO  [12:39:27.671] [bbotk]          33.05000         29.38007  64  NA 1272        0.15     0.007057295
## INFO  [12:39:27.671] [bbotk]          33.05000         29.70185  64  NA 1273        0.00     0.010767547
## INFO  [12:39:27.671] [bbotk]          22.23348         30.48000  64  NA 1274        0.25     0.089709676
## INFO  [12:39:27.671] [bbotk]          33.05000         30.48000  64  NA 1275        0.10     0.010219642
## INFO  [12:39:27.671] [bbotk]          33.05000         22.06166  64  NA 1276        0.20     0.044373130
## INFO  [12:39:27.671] [bbotk]          30.95111         30.48000  64  NA 1277        0.10     0.043824571
## INFO  [12:39:27.671] [bbotk]          33.05000         30.48000  64  NA 1278        0.10     0.060920187
## INFO  [12:39:27.671] [bbotk]          33.05000         28.61082  64  NA 1279        0.00     0.075643306
## INFO  [12:39:27.671] [bbotk]          33.05000         30.48000  64  NA 1280        0.05     0.004402098
## INFO  [12:39:27.671] [bbotk]  no_changed dist_train
## INFO  [12:39:27.671] [bbotk]           2  0.1529030
## INFO  [12:39:27.671] [bbotk]           3  0.1592665
## INFO  [12:39:27.671] [bbotk]           4  0.1852670
## INFO  [12:39:27.671] [bbotk]           5  0.1872350
## INFO  [12:39:27.671] [bbotk]           5  0.2496747
## INFO  [12:39:27.671] [bbotk]           6  0.2491398
## INFO  [12:39:27.671] [bbotk]           3  0.1450685
## INFO  [12:39:27.671] [bbotk]           1  0.1701855
## INFO  [12:39:27.671] [bbotk]           4  0.1407395
## INFO  [12:39:27.671] [bbotk]           3  0.1453819
## INFO  [12:39:27.671] [bbotk]           2  0.1563959
## INFO  [12:39:27.671] [bbotk]           4  0.1526243
## INFO  [12:39:27.671] [bbotk]           3  0.1535735
## INFO  [12:39:27.671] [bbotk]           4  0.2203857
## INFO  [12:39:27.671] [bbotk]           1  0.1546045
## INFO  [12:39:27.671] [bbotk]           2  0.1883858
## INFO  [12:39:27.671] [bbotk]           4  0.1592797
## INFO  [12:39:27.671] [bbotk]           2  0.2076812
## INFO  [12:39:27.671] [bbotk]           3  0.2088525
## INFO  [12:39:27.671] [bbotk]           1  0.1544311
## INFO  [12:39:27.850] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:27.986] [bbotk] Result of batch 65:
## INFO  [12:39:27.992] [bbotk]  heatF laneF   pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO  [12:39:27.992] [bbotk]      6     8 886.0000     0.7578959 933.32857        32.29000          26.14574
## INFO  [12:39:27.992] [bbotk]      1     8 933.0600     0.7080579 434.97379        29.39352          28.97157
## INFO  [12:39:27.992] [bbotk]      1     8 886.0000     0.6872290 129.16000        32.29000          29.69569
## INFO  [12:39:27.992] [bbotk]      1     8 885.7929     0.7332751 129.16000        30.53254          30.53391
## INFO  [12:39:27.992] [bbotk]      1     8 886.0000     0.7200000 129.16000        32.29000          32.81500
## INFO  [12:39:27.992] [bbotk]     12     1 887.5788     0.7200000 896.32786        32.29000          32.81500
## INFO  [12:39:27.992] [bbotk]     12     8 886.0000     0.7200000 129.16000        30.11930          35.22527
## INFO  [12:39:27.992] [bbotk]      1     8 886.0000     0.6930592 813.45967        28.68771          32.81500
## INFO  [12:39:27.992] [bbotk]      1     8 884.1450     0.7200000 129.16000        26.76051          32.81500
## INFO  [12:39:27.992] [bbotk]      1     8 906.9228     0.7200000 539.01289        26.73039          25.50237
## INFO  [12:39:27.992] [bbotk]      6     8 886.0000     0.6403250 129.16000        32.29000          32.81500
## INFO  [12:39:27.992] [bbotk]      1     8 886.0000     0.7200000 129.16000        32.29000          32.81500
## INFO  [12:39:27.992] [bbotk]      1     8 918.2055     0.6709992 129.16000        29.03647          32.81500
## INFO  [12:39:27.992] [bbotk]      1     8 886.0000     0.7200000 129.16000        32.29000          32.81500
## INFO  [12:39:27.992] [bbotk]      1     8 916.2883     0.7060157 867.48589        32.29000          35.01033
## INFO  [12:39:27.992] [bbotk]      1     8 886.0000     0.7542261 276.46546        32.29000          32.81500
## INFO  [12:39:27.992] [bbotk]      1     8 914.0050     0.7200000 129.16000        33.08204          32.81500
## INFO  [12:39:27.992] [bbotk]      1     8 909.2078     0.6935079 650.22775        27.18533          31.48181
## INFO  [12:39:27.992] [bbotk]      5     8 886.0000     0.7200000  61.76578        32.29000          24.60312
## INFO  [12:39:27.992] [bbotk]      1     3 886.0000     0.7200000 129.16000        32.29000          32.81500
## INFO  [12:39:27.992] [bbotk]  maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO  [12:39:27.992] [bbotk]          33.05000         30.48000  65  NA 1281        0.10     0.140636742
## INFO  [12:39:27.992] [bbotk]          33.05000         30.48000  65  NA 1282        0.10     0.064323049
## INFO  [12:39:27.992] [bbotk]          30.98023         32.91214  65  NA 1283        0.05     0.036137367
## INFO  [12:39:27.992] [bbotk]          33.05000         30.48000  65  NA 1284        0.05     0.018289418
## INFO  [12:39:27.992] [bbotk]          33.05000         29.49219  65  NA 1285        0.10     0.004970634
## INFO  [12:39:27.992] [bbotk]          33.05000         30.48000  65  NA 1286        0.15     0.165677201
## INFO  [12:39:27.992] [bbotk]          33.05000         29.63120  65  NA 1287        0.20     0.081335816
## INFO  [12:39:27.992] [bbotk]          33.05000         30.48000  65  NA 1288        0.00     0.061506425
## INFO  [12:39:27.992] [bbotk]          28.61343         24.15510  65  NA 1289        0.30     0.068965317
## INFO  [12:39:27.992] [bbotk]          33.05000         28.61082  65  NA 1290        0.00     0.093318215
## INFO  [12:39:27.992] [bbotk]          33.05000         25.24694  65  NA 1291        0.20     0.098174830
## INFO  [12:39:27.992] [bbotk]          33.05000         30.48000  65  NA 1292        0.10     0.000000000
## INFO  [12:39:27.992] [bbotk]          21.80593         29.66903  65  NA 1293        0.30     0.071864525
## INFO  [12:39:27.992] [bbotk]          33.05000         30.48000  65  NA 1294        0.10     0.000000000
## INFO  [12:39:27.992] [bbotk]          30.95111         30.48000  65  NA 1295        0.15     0.073755978
## INFO  [12:39:27.992] [bbotk]          33.05000         30.48000  65  NA 1296        0.15     0.014707446
## INFO  [12:39:27.992] [bbotk]          33.05000         30.48000  65  NA 1297        0.15     0.013169428
## INFO  [12:39:27.992] [bbotk]          26.46309         30.48000  65  NA 1298        0.20     0.091405089
## INFO  [12:39:27.992] [bbotk]          38.16059         30.08438  65  NA 1299        0.05     0.112749867
## INFO  [12:39:27.992] [bbotk]          38.50994         27.52670  65  NA 1300        0.10     0.090695671
## INFO  [12:39:27.992] [bbotk]  no_changed dist_train
## INFO  [12:39:27.992] [bbotk]           4  0.2820223
## INFO  [12:39:27.992] [bbotk]           5  0.1563360
## INFO  [12:39:27.992] [bbotk]           4  0.1539160
## INFO  [12:39:27.992] [bbotk]           4  0.1505367
## INFO  [12:39:27.992] [bbotk]           1  0.1517791
## INFO  [12:39:27.992] [bbotk]           4  0.1969402
## INFO  [12:39:27.992] [bbotk]           4  0.2193445
## INFO  [12:39:27.992] [bbotk]           3  0.1970871
## INFO  [12:39:27.992] [bbotk]           4  0.1833378
## INFO  [12:39:27.992] [bbotk]           5  0.1836157
## INFO  [12:39:27.992] [bbotk]           3  0.2201748
## INFO  [12:39:27.992] [bbotk]           0  0.1500290
## INFO  [12:39:27.992] [bbotk]           5  0.1555412
## INFO  [12:39:27.992] [bbotk]           0  0.1500290
## INFO  [12:39:27.992] [bbotk]           5  0.1989824
## INFO  [12:39:27.992] [bbotk]           2  0.1614684
## INFO  [12:39:27.992] [bbotk]           2  0.1576628
## INFO  [12:39:27.992] [bbotk]           6  0.1866366
## INFO  [12:39:27.992] [bbotk]           5  0.2418135
## INFO  [12:39:27.992] [bbotk]           3  0.1784314
## INFO  [12:39:28.216] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:28.342] [bbotk] Result of batch 66:
## INFO  [12:39:28.347] [bbotk]  heatF laneF    pointP reactiontimeP swimtimeP mediaParcialesP
## INFO  [12:39:28.347] [bbotk]      1     8  902.0962     0.6606824  516.1658        27.64270
## INFO  [12:39:28.347] [bbotk]      1     8  902.1418     0.7200000  129.1600        32.29000
## INFO  [12:39:28.347] [bbotk]      1     8  888.0267     0.7200000  129.1600        32.29000
## INFO  [12:39:28.347] [bbotk]      2     6  920.7708     0.7120773  129.1600        32.29000
## INFO  [12:39:28.347] [bbotk]      2     8  903.5941     0.7287723  129.1600        34.73008
## INFO  [12:39:28.347] [bbotk]      1     8  914.0050     0.7381722  498.3066        33.08204
## INFO  [12:39:28.347] [bbotk]      1     8  886.0000     0.6932405  129.1600        28.38559
## INFO  [12:39:28.347] [bbotk]      1     8  857.5235     0.7202291  129.1600        32.29000
## INFO  [12:39:28.347] [bbotk]      1     8 1021.9962     0.7200000  206.5525        32.29000
## INFO  [12:39:28.347] [bbotk]      8     8  901.3415     0.7200000  129.1600        32.29000
## INFO  [12:39:28.347] [bbotk]      1     0  908.3657     0.7200000  563.0009        32.29000
## INFO  [12:39:28.347] [bbotk]      1     8  906.8968     0.7200000  129.1600        32.29000
## INFO  [12:39:28.347] [bbotk]      1     8  908.3657     0.7200000  129.1600        32.29000
## INFO  [12:39:28.347] [bbotk]      1     3  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:28.347] [bbotk]      2     8  886.0000     0.7200000  271.9108        32.29000
## INFO  [12:39:28.347] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:28.347] [bbotk]      1     8  919.8518     0.7200000  129.1600        32.31798
## INFO  [12:39:28.347] [bbotk]      1     8  910.2902     0.6990896  839.0113        30.19886
## INFO  [12:39:28.347] [bbotk]     12     8  906.8968     0.7479086  129.1600        32.29000
## INFO  [12:39:28.347] [bbotk]      1     2  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:28.347] [bbotk]  medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO  [12:39:28.347] [bbotk]           24.78768         38.71511         31.50941  66  NA 1301        0.00
## INFO  [12:39:28.347] [bbotk]           32.81500         33.05000         30.48000  66  NA 1302        0.05
## INFO  [12:39:28.347] [bbotk]           32.19481         33.05000         29.91799  66  NA 1303        0.00
## INFO  [12:39:28.347] [bbotk]           24.98933         33.05000         30.48000  66  NA 1304        0.10
## INFO  [12:39:28.347] [bbotk]           32.81500         33.05000         27.52923  66  NA 1305        0.00
## INFO  [12:39:28.347] [bbotk]           32.81500         33.05000         26.64338  66  NA 1306        0.05
## INFO  [12:39:28.347] [bbotk]           27.15643         33.05000         30.48000  66  NA 1307        0.05
## INFO  [12:39:28.347] [bbotk]           32.55344         33.05000         30.48000  66  NA 1308        0.10
## INFO  [12:39:28.347] [bbotk]           32.81500         33.05000         30.48000  66  NA 1309        0.10
## INFO  [12:39:28.347] [bbotk]           27.44062         33.05000         30.48000  66  NA 1310        0.05
## INFO  [12:39:28.347] [bbotk]           32.81500         22.16646         30.48000  66  NA 1311        0.25
## INFO  [12:39:28.347] [bbotk]           32.81500         33.05000         29.67850  66  NA 1312        0.00
## INFO  [12:39:28.347] [bbotk]           32.81500         30.95111         28.49535  66  NA 1313        0.00
## INFO  [12:39:28.347] [bbotk]           26.24791         33.05000         30.48000  66  NA 1314        0.00
## INFO  [12:39:28.347] [bbotk]           32.81500         40.13905         28.74252  66  NA 1315        0.10
## INFO  [12:39:28.347] [bbotk]           32.81500         33.05000         30.48000  66  NA 1316        0.10
## INFO  [12:39:28.347] [bbotk]           32.81500         32.46464         30.48000  66  NA 1317        0.15
## INFO  [12:39:28.347] [bbotk]           31.43637         32.77011         30.48000  66  NA 1318        0.00
## INFO  [12:39:28.347] [bbotk]           28.05632         33.05000         30.48000  66  NA 1319        0.10
## INFO  [12:39:28.347] [bbotk]           32.32616         33.05000         30.48000  66  NA 1320        0.10
## INFO  [12:39:28.347] [bbotk]  dist_x_interest no_changed dist_train
## INFO  [12:39:28.347] [bbotk]      0.112344280          7  0.2029811
## INFO  [12:39:28.347] [bbotk]      0.005719994          1  0.1543315
## INFO  [12:39:28.347] [bbotk]      0.005951077          3  0.1513422
## INFO  [12:39:28.347] [bbotk]      0.161607948          5  0.2513959
## INFO  [12:39:28.347] [bbotk]      0.091338538          5  0.2269068
## INFO  [12:39:28.347] [bbotk]      0.058286400          5  0.1864763
## INFO  [12:39:28.347] [bbotk]      0.042313651          3  0.1549981
## INFO  [12:39:28.347] [bbotk]      0.011142569          3  0.1610967
## INFO  [12:39:28.347] [bbotk]      0.052980308          2  0.1918075
## INFO  [12:39:28.347] [bbotk]      0.085099705          3  0.2156125
## INFO  [12:39:28.347] [bbotk]      0.127503494          4  0.2172915
## INFO  [12:39:28.347] [bbotk]      0.011438077          2  0.1529030
## INFO  [12:39:28.347] [bbotk]      0.024451565          3  0.1435593
## INFO  [12:39:28.347] [bbotk]      0.084288224          2  0.1754937
## INFO  [12:39:28.347] [bbotk]      0.098486565          4  0.2449424
## INFO  [12:39:28.347] [bbotk]      0.000000000          0  0.1500290
## INFO  [12:39:28.347] [bbotk]      0.013934098          3  0.1506363
## INFO  [12:39:28.347] [bbotk]      0.070735068          6  0.1814541
## INFO  [12:39:28.347] [bbotk]      0.089241077          4  0.2158167
## INFO  [12:39:28.347] [bbotk]      0.060719065          2  0.1519245
## INFO  [12:39:28.548] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:28.687] [bbotk] Result of batch 67:
## INFO  [12:39:28.692] [bbotk]  heatF laneF   pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO  [12:39:28.692] [bbotk]      3     8 907.6161     0.7200000 778.80669        32.29000          25.17429
## INFO  [12:39:28.692] [bbotk]      3     8 886.0000     0.7200000  27.57878        35.65743          32.81500
## INFO  [12:39:28.692] [bbotk]      1     8 905.2074     0.7200000 359.31113        32.29000          32.81500
## INFO  [12:39:28.692] [bbotk]      1     6 975.1111     0.7200000 101.12241        32.29000          32.81500
## INFO  [12:39:28.692] [bbotk]      1     4 886.0000     0.6865120 129.16000        32.29000          32.81500
## INFO  [12:39:28.692] [bbotk]      1     0 933.2187     0.7200000 568.57242        32.29000          26.23148
## INFO  [12:39:28.692] [bbotk]      1     1 895.1890     0.7200000 129.16000        32.29000          32.81500
## INFO  [12:39:28.692] [bbotk]      1     9 908.3657     0.7200000 129.16000        32.29000          32.81500
## INFO  [12:39:28.692] [bbotk]      1     8 886.0000     0.7200000 129.16000        32.29000          32.81500
## INFO  [12:39:28.692] [bbotk]      1     8 886.0000     0.7200000 129.16000        32.29000          32.81500
## INFO  [12:39:28.692] [bbotk]      1     8 961.2559     0.7200000 129.16000        32.29000          32.81500
## INFO  [12:39:28.692] [bbotk]      1     8 886.0000     0.7200000 129.16000        32.99231          32.81500
## INFO  [12:39:28.692] [bbotk]      5     8 916.9562     0.7200000  94.72820        32.29000          32.32616
## INFO  [12:39:28.692] [bbotk]      1     8 886.0000     0.6905773 129.16000        32.29000          32.81500
## INFO  [12:39:28.692] [bbotk]      1     8 906.9228     0.7054671 129.16000        30.52331          35.56852
## INFO  [12:39:28.692] [bbotk]      1     8 903.5941     0.7200000  30.41833        32.29000          32.81500
## INFO  [12:39:28.692] [bbotk]      1     8 983.6064     0.7200000  64.97745        32.29000          32.81500
## INFO  [12:39:28.692] [bbotk]      1     3 972.7568     0.7200000 129.16000        32.29000          32.81500
## INFO  [12:39:28.692] [bbotk]      1     8 901.3415     0.6606824 129.16000        32.29000          32.81500
## INFO  [12:39:28.692] [bbotk]      7     8 886.0000     0.6443297 129.16000        32.29000          32.81500
## INFO  [12:39:28.692] [bbotk]  maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO  [12:39:28.692] [bbotk]          33.05000         30.48000  67  NA 1321        0.05     0.136309888
## INFO  [12:39:28.692] [bbotk]          35.96121         31.59908  67  NA 1322        0.20     0.093609584
## INFO  [12:39:28.692] [bbotk]          33.05000         30.48000  67  NA 1323        0.05     0.021047556
## INFO  [12:39:28.692] [bbotk]          33.05000         29.00231  67  NA 1324        0.15     0.099571367
## INFO  [12:39:28.692] [bbotk]          33.05000         24.67949  67  NA 1325        0.10     0.093483326
## INFO  [12:39:28.692] [bbotk]          33.05000         30.48000  67  NA 1326        0.05     0.128274162
## INFO  [12:39:28.692] [bbotk]          33.05000         30.48000  67  NA 1327        0.20     0.062079733
## INFO  [12:39:28.692] [bbotk]          32.86524         24.37123  67  NA 1328        0.15     0.098063731
## INFO  [12:39:28.692] [bbotk]          33.05000         29.67850  67  NA 1329        0.10     0.004033114
## INFO  [12:39:28.692] [bbotk]          33.05000         30.48000  67  NA 1330        0.10     0.000000000
## INFO  [12:39:28.692] [bbotk]          33.05000         30.48000  67  NA 1331        0.10     0.026667567
## INFO  [12:39:28.692] [bbotk]          30.90793         30.48000  67  NA 1332        0.10     0.009551872
## INFO  [12:39:28.692] [bbotk]          27.66835         30.48000  67  NA 1333        0.20     0.090586558
## INFO  [12:39:28.692] [bbotk]          33.05000         28.49535  67  NA 1334        0.20     0.014794299
## INFO  [12:39:28.692] [bbotk]          29.99154         30.48000  67  NA 1335        0.15     0.037234525
## INFO  [12:39:28.692] [bbotk]          39.11427         30.48000  67  NA 1336        0.10     0.031238682
## INFO  [12:39:28.692] [bbotk]          33.05000         29.64157  67  NA 1337        0.15     0.042778071
## INFO  [12:39:28.692] [bbotk]          33.05000         29.70675  67  NA 1338        0.00     0.093457488
## INFO  [12:39:28.692] [bbotk]          33.05000         29.63120  67  NA 1339        0.00     0.019399896
## INFO  [12:39:28.692] [bbotk]          33.05000         29.80713  67  NA 1340        0.10     0.074573791
## INFO  [12:39:28.692] [bbotk]  no_changed dist_train
## INFO  [12:39:28.692] [bbotk]           4  0.2623757
## INFO  [12:39:28.692] [bbotk]           5  0.2133640
## INFO  [12:39:28.692] [bbotk]           2  0.1696591
## INFO  [12:39:28.692] [bbotk]           4  0.1861241
## INFO  [12:39:28.692] [bbotk]           3  0.1372132
## INFO  [12:39:28.692] [bbotk]           4  0.2180622
## INFO  [12:39:28.692] [bbotk]           2  0.0930442
## INFO  [12:39:28.692] [bbotk]           4  0.1846313
## INFO  [12:39:28.692] [bbotk]           1  0.1508416
## INFO  [12:39:28.692] [bbotk]           0  0.1500290
## INFO  [12:39:28.692] [bbotk]           1  0.1654948
## INFO  [12:39:28.692] [bbotk]           2  0.1595808
## INFO  [12:39:28.692] [bbotk]           5  0.2112274
## INFO  [12:39:28.692] [bbotk]           2  0.1532165
## INFO  [12:39:28.692] [bbotk]           5  0.1538101
## INFO  [12:39:28.692] [bbotk]           3  0.1700154
## INFO  [12:39:28.692] [bbotk]           3  0.1652245
## INFO  [12:39:28.692] [bbotk]           3  0.1800250
## INFO  [12:39:28.692] [bbotk]           3  0.1449411
## INFO  [12:39:28.692] [bbotk]           3  0.2074143
## INFO  [12:39:28.883] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:29.027] [bbotk] Result of batch 68:
## INFO  [12:39:29.033] [bbotk]  heatF laneF   pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO  [12:39:29.033] [bbotk]      1     8 908.3657     0.7200000 129.16000        32.29000          32.81500
## INFO  [12:39:29.033] [bbotk]      1     8 927.9996     0.7200000 129.16000        32.29000          32.81500
## INFO  [12:39:29.033] [bbotk]      1     6 890.8177     0.6852664 816.75271        32.29000          26.21913
## INFO  [12:39:29.033] [bbotk]      1     6 931.4966     0.7213680 129.16000        32.29000          27.94871
## INFO  [12:39:29.033] [bbotk]      1     8 886.0000     0.7200000 521.98394        31.92522          32.81500
## INFO  [12:39:29.033] [bbotk]      1     8 886.0000     0.7200000 129.16000        32.29000          32.81500
## INFO  [12:39:29.033] [bbotk]      1     3 918.5953     0.7200000 129.16000        32.29000          32.66159
## INFO  [12:39:29.033] [bbotk]      1     8 919.6524     0.7202291 129.16000        30.67926          32.55344
## INFO  [12:39:29.033] [bbotk]      1     8 886.0000     0.7200000 129.16000        32.29000          32.81500
## INFO  [12:39:29.033] [bbotk]      1     8 886.0000     0.7200000 129.16000        32.29000          33.48568
## INFO  [12:39:29.033] [bbotk]      1     4 905.6219     0.6756362 129.16000        21.87604          32.81500
## INFO  [12:39:29.033] [bbotk]      1     8 876.1547     0.7082301 376.91468        32.29000          36.52634
## INFO  [12:39:29.033] [bbotk]      1     8 886.0000     0.7200000 129.16000        29.95804          29.45192
## INFO  [12:39:29.033] [bbotk]      1     8 918.3261     0.7200000 129.16000        32.29000          32.82390
## INFO  [12:39:29.033] [bbotk]      1     2 886.0000     0.7200000 129.16000        32.29000          32.81500
## INFO  [12:39:29.033] [bbotk]      1     8 903.5941     0.7200000 129.16000        32.29000          32.81500
## INFO  [12:39:29.033] [bbotk]      1     8 886.0000     0.6930592 129.16000        32.29000          32.81500
## INFO  [12:39:29.033] [bbotk]      1     8 906.9228     0.7200000 129.16000        32.29000          32.81500
## INFO  [12:39:29.033] [bbotk]      1     8 901.3415     0.6606824  93.34937        27.03152          32.81500
## INFO  [12:39:29.033] [bbotk]      1     8 886.0000     0.6606824 773.84324        32.29000          32.81500
## INFO  [12:39:29.033] [bbotk]  maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO  [12:39:29.033] [bbotk]          30.95111         30.48000  68  NA 1341        0.10     0.014464905
## INFO  [12:39:29.033] [bbotk]          33.05000         30.48000  68  NA 1342        0.10     0.014882921
## INFO  [12:39:29.033] [bbotk]          33.05000         22.92989  68  NA 1343        0.25     0.172320970
## INFO  [12:39:29.033] [bbotk]          32.33030         22.39088  68  NA 1344        0.20     0.136985233
## INFO  [12:39:29.033] [bbotk]          33.05000         30.48000  68  NA 1345        0.05     0.025801857
## INFO  [12:39:29.033] [bbotk]          33.05000         29.63510  68  NA 1346        0.10     0.004251472
## INFO  [12:39:29.033] [bbotk]          30.95111         28.49535  68  NA 1347        0.00     0.087494868
## INFO  [12:39:29.033] [bbotk]          33.05000         29.57875  68  NA 1348        0.00     0.024112187
## INFO  [12:39:29.033] [bbotk]          33.05000         30.48000  68  NA 1349        0.10     0.000000000
## INFO  [12:39:29.033] [bbotk]          39.22786         29.65853  68  NA 1350        0.05     0.025982296
## INFO  [12:39:29.033] [bbotk]          33.05000         32.52103  68  NA 1351        0.10     0.125970117
## INFO  [12:39:29.033] [bbotk]          23.40170         30.48000  68  NA 1352        0.35     0.065194395
## INFO  [12:39:29.033] [bbotk]          32.59992         28.60276  68  NA 1353        0.15     0.033445079
## INFO  [12:39:29.033] [bbotk]          33.12875         30.48000  68  NA 1354        0.10     0.011734888
## INFO  [12:39:29.033] [bbotk]          33.05000         22.72077  68  NA 1355        0.25     0.097867610
## INFO  [12:39:29.033] [bbotk]          33.05000         29.53374  68  NA 1356        0.00     0.010996142
## INFO  [12:39:29.033] [bbotk]          33.05000         30.48000  68  NA 1357        0.05     0.004402098
## INFO  [12:39:29.033] [bbotk]          30.98023         28.61082  68  NA 1358        0.00     0.023268471
## INFO  [12:39:29.033] [bbotk]          33.05000         30.48000  68  NA 1359        0.20     0.038892725
## INFO  [12:39:29.033] [bbotk]          33.05000         29.63120  68  NA 1360        0.05     0.053855111
## INFO  [12:39:29.033] [bbotk]  no_changed dist_train
## INFO  [12:39:29.033] [bbotk]           2  0.1498761
## INFO  [12:39:29.033] [bbotk]           1  0.1537101
## INFO  [12:39:29.033] [bbotk]           6  0.2430827
## INFO  [12:39:29.033] [bbotk]           6  0.1922267
## INFO  [12:39:29.033] [bbotk]           2  0.1755850
## INFO  [12:39:29.033] [bbotk]           1  0.1510600
## INFO  [12:39:29.033] [bbotk]           5  0.1740624
## INFO  [12:39:29.033] [bbotk]           5  0.1403037
## INFO  [12:39:29.033] [bbotk]           0  0.1500290
## INFO  [12:39:29.033] [bbotk]           3  0.1672368
## INFO  [12:39:29.033] [bbotk]           5  0.1584551
## INFO  [12:39:29.033] [bbotk]           5  0.2119802
## INFO  [12:39:29.033] [bbotk]           4  0.1366108
## INFO  [12:39:29.033] [bbotk]           3  0.1531659
## INFO  [12:39:29.033] [bbotk]           2  0.1858526
## INFO  [12:39:29.033] [bbotk]           2  0.1533449
## INFO  [12:39:29.033] [bbotk]           1  0.1544311
## INFO  [12:39:29.033] [bbotk]           3  0.1435803
## INFO  [12:39:29.033] [bbotk]           4  0.1485883
## INFO  [12:39:29.033] [bbotk]           3  0.1902691
## INFO  [12:39:29.237] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:29.365] [bbotk] Result of batch 69:
## INFO  [12:39:29.371] [bbotk]  heatF laneF   pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO  [12:39:29.371] [bbotk]      1     8 886.0000     0.6643582  129.1600        27.96478          23.88467
## INFO  [12:39:29.371] [bbotk]      1     0 975.3990     0.6798417  129.1600        32.29000          32.81500
## INFO  [12:39:29.371] [bbotk]      5     8 961.1540     0.6644982  129.1600        23.67330          32.81500
## INFO  [12:39:29.371] [bbotk]      1     8 903.5941     0.7200000  129.1600        32.29000          26.92941
## INFO  [12:39:29.371] [bbotk]      1     8 886.0000     0.7204771  482.7412        31.80284          32.23908
## INFO  [12:39:29.371] [bbotk]      1     8 886.0000     0.7200087  129.1600        32.29000          32.60343
## INFO  [12:39:29.371] [bbotk]     10     2 922.9710     0.7200000  308.8196        32.29000          32.81500
## INFO  [12:39:29.371] [bbotk]      1     8 900.6384     0.7654986  129.1600        25.30412          32.81500
## INFO  [12:39:29.371] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:29.371] [bbotk]      1     8 950.2560     0.7364603  345.9063        22.32993          32.81500
## INFO  [12:39:29.371] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:29.371] [bbotk]      1     4 886.0000     0.7068668  404.7381        33.08204          33.46623
## INFO  [12:39:29.371] [bbotk]      1     8 908.3657     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:29.371] [bbotk]      1     8 906.9228     0.7401950  129.1600        24.82123          30.08460
## INFO  [12:39:29.371] [bbotk]      1     8 886.0000     0.7527086  129.1600        33.85320          32.81500
## INFO  [12:39:29.371] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:29.371] [bbotk]      1     8 938.6355     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:29.371] [bbotk]      1     8 901.3415     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:29.371] [bbotk]      1     8 886.0000     0.7244832  129.1600        32.29000          32.81500
## INFO  [12:39:29.371] [bbotk]      1     8 997.7661     0.7200000   32.4241        31.36503          33.32251
## INFO  [12:39:29.371] [bbotk]  maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO  [12:39:29.371] [bbotk]          33.05000         30.48000  69  NA 1361        0.10    0.0614440228
## INFO  [12:39:29.371] [bbotk]          33.05000         30.48000  69  NA 1362        0.10    0.0970646460
## INFO  [12:39:29.371] [bbotk]          33.05000         29.57875  69  NA 1363        0.05    0.1343682751
## INFO  [12:39:29.371] [bbotk]          33.05000         30.48000  69  NA 1364        0.05    0.0290566952
## INFO  [12:39:29.371] [bbotk]          33.05000         30.47864  69  NA 1365        0.00    0.0261931329
## INFO  [12:39:29.371] [bbotk]          33.05000         29.90895  69  NA 1366        0.05    0.0036953083
## INFO  [12:39:29.371] [bbotk]          33.05000         30.48000  69  NA 1367        0.15    0.1418649797
## INFO  [12:39:29.371] [bbotk]          28.78026         30.48000  69  NA 1368        0.30    0.0545512311
## INFO  [12:39:29.371] [bbotk]          33.05000         29.32059  69  NA 1369        0.15    0.0058341029
## INFO  [12:39:29.371] [bbotk]          31.62969         30.48000  69  NA 1370        0.15    0.0841103748
## INFO  [12:39:29.371] [bbotk]          33.05000         30.48000  69  NA 1371        0.10    0.0000000000
## INFO  [12:39:29.371] [bbotk]          33.05000         28.90201  69  NA 1372        0.10    0.0917328493
## INFO  [12:39:29.371] [bbotk]          30.95111         28.49535  69  NA 1373        0.00    0.0244515654
## INFO  [12:39:29.371] [bbotk]          30.98023         29.72446  69  NA 1374        0.00    0.0621573558
## INFO  [12:39:29.371] [bbotk]          33.05000         30.48000  69  NA 1375        0.20    0.0117501757
## INFO  [12:39:29.371] [bbotk]          33.05000         30.48000  69  NA 1376        0.10    0.0000000000
## INFO  [12:39:29.371] [bbotk]          32.52675         26.18943  69  NA 1377        0.05    0.0418720418
## INFO  [12:39:29.371] [bbotk]          33.05000         28.00175  69  NA 1378        0.00    0.0179068002
## INFO  [12:39:29.371] [bbotk]          33.05000         30.48000  69  NA 1379        0.10    0.0007325514
## INFO  [12:39:29.371] [bbotk]          36.21036         30.48000  69  NA 1380        0.15    0.0611959057
## INFO  [12:39:29.371] [bbotk]  no_changed dist_train
## INFO  [12:39:29.371] [bbotk]           3  0.1646898
## INFO  [12:39:29.371] [bbotk]           3  0.1868526
## INFO  [12:39:29.371] [bbotk]           5  0.2260314
## INFO  [12:39:29.371] [bbotk]           2  0.1579730
## INFO  [12:39:29.371] [bbotk]           5  0.1758066
## INFO  [12:39:29.371] [bbotk]           3  0.1505010
## INFO  [12:39:29.371] [bbotk]           4  0.2316530
## INFO  [12:39:29.371] [bbotk]           4  0.1748527
## INFO  [12:39:29.371] [bbotk]           1  0.1526426
## INFO  [12:39:29.371] [bbotk]           5  0.1941311
## INFO  [12:39:29.371] [bbotk]           0  0.1500290
## INFO  [12:39:29.371] [bbotk]           6  0.1550038
## INFO  [12:39:29.371] [bbotk]           3  0.1435593
## INFO  [12:39:29.371] [bbotk]           6  0.1500379
## INFO  [12:39:29.371] [bbotk]           2  0.1585112
## INFO  [12:39:29.371] [bbotk]           0  0.1500290
## INFO  [12:39:29.371] [bbotk]           3  0.1611352
## INFO  [12:39:29.371] [bbotk]           2  0.1550716
## INFO  [12:39:29.371] [bbotk]           1  0.1492964
## INFO  [12:39:29.371] [bbotk]           5  0.1838477
## INFO  [12:39:29.568] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:29.693] [bbotk] Result of batch 70:
## INFO  [12:39:29.698] [bbotk]  heatF laneF    pointP reactiontimeP swimtimeP mediaParcialesP
## INFO  [12:39:29.698] [bbotk]      1     8  886.0000     0.6930592  129.1600        32.29000
## INFO  [12:39:29.698] [bbotk]     11     7  886.0000     0.7200000  577.5984        32.29000
## INFO  [12:39:29.698] [bbotk]      1     8  900.9398     0.7305085  129.1600        32.29000
## INFO  [12:39:29.698] [bbotk]      1     5  988.7155     0.6898799  129.1600        32.29000
## INFO  [12:39:29.698] [bbotk]     10     8  882.3515     0.7200000  129.1600        32.29000
## INFO  [12:39:29.698] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:29.698] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:29.698] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:29.698] [bbotk]      1     8  886.0000     0.7158714  129.1600        32.29000
## INFO  [12:39:29.698] [bbotk]      1     8 1014.4896     0.6866261  129.1600        32.29000
## INFO  [12:39:29.698] [bbotk]      1     8  902.1418     0.7003233  129.1600        32.29000
## INFO  [12:39:29.698] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:29.698] [bbotk]     10     8  975.6723     0.7200000  129.1600        35.67813
## INFO  [12:39:29.698] [bbotk]      1     4  919.3869     0.7200000  462.4281        32.29000
## INFO  [12:39:29.698] [bbotk]      6     8 1020.1000     0.7200000  348.5032        32.29000
## INFO  [12:39:29.698] [bbotk]     10     8  907.7567     0.7201415  129.1600        30.64964
## INFO  [12:39:29.698] [bbotk]      1     1  991.4004     0.7170576  129.1600        32.29000
## INFO  [12:39:29.698] [bbotk]      1     8  901.3415     0.7200000  129.1600        32.29000
## INFO  [12:39:29.698] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:29.698] [bbotk]      1     8  882.1971     0.7200000  303.3374        32.29000
## INFO  [12:39:29.698] [bbotk]  medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO  [12:39:29.698] [bbotk]           32.81500         33.05000         30.48000  70  NA 1381        0.05
## INFO  [12:39:29.698] [bbotk]           32.81500         30.95111         30.48000  70  NA 1382        0.05
## INFO  [12:39:29.698] [bbotk]           32.81500         33.05000         30.80003  70  NA 1383        0.10
## INFO  [12:39:29.698] [bbotk]           29.55569         33.05000         24.79331  70  NA 1384        0.00
## INFO  [12:39:29.698] [bbotk]           32.81500         33.05000         32.66756  70  NA 1385        0.15
## INFO  [12:39:29.698] [bbotk]           32.81500         30.98023         28.61082  70  NA 1386        0.10
## INFO  [12:39:29.698] [bbotk]           32.81500         33.05000         28.70806  70  NA 1387        0.20
## INFO  [12:39:29.698] [bbotk]           32.81500         30.54613         28.26690  70  NA 1388        0.10
## INFO  [12:39:29.698] [bbotk]           32.41129         30.62100         29.91595  70  NA 1389        0.00
## INFO  [12:39:29.698] [bbotk]           23.47187         34.64154         21.59320  70  NA 1390        0.15
## INFO  [12:39:29.698] [bbotk]           24.59899         33.05000         30.48000  70  NA 1391        0.05
## INFO  [12:39:29.698] [bbotk]           32.19481         33.05000         29.91799  70  NA 1392        0.00
## INFO  [12:39:29.698] [bbotk]           33.86857         33.05000         29.14862  70  NA 1393        0.10
## INFO  [12:39:29.698] [bbotk]           35.80723         28.02355         29.73957  70  NA 1394        0.25
## INFO  [12:39:29.698] [bbotk]           32.61014         33.05000         30.48000  70  NA 1395        0.10
## INFO  [12:39:29.698] [bbotk]           32.81500         33.05000         30.81352  70  NA 1396        0.15
## INFO  [12:39:29.698] [bbotk]           32.81500         31.89973         30.50146  70  NA 1397        0.20
## INFO  [12:39:29.698] [bbotk]           32.81500         33.05000         29.63120  70  NA 1398        0.00
## INFO  [12:39:29.698] [bbotk]           32.81500         33.05000         28.49535  70  NA 1399        0.20
## INFO  [12:39:29.698] [bbotk]           32.81500         32.62572         28.61082  70  NA 1400        0.20
## INFO  [12:39:29.698] [bbotk]  dist_x_interest no_changed dist_train
## INFO  [12:39:29.698] [bbotk]      0.004402098          1  0.1544311
## INFO  [12:39:29.698] [bbotk]      0.151934857          4  0.2431403
## INFO  [12:39:29.698] [bbotk]      0.008621476          3  0.1539650
## INFO  [12:39:29.698] [bbotk]      0.141396766          5  0.1970951
## INFO  [12:39:29.698] [bbotk]      0.071124102          3  0.2211531
## INFO  [12:39:29.698] [bbotk]      0.015854297          2  0.1509944
## INFO  [12:39:29.698] [bbotk]      0.008916305          1  0.1557248
## INFO  [12:39:29.698] [bbotk]      0.018937403          2  0.1532660
## INFO  [12:39:29.698] [bbotk]      0.012646229          4  0.1531218
## INFO  [12:39:29.698] [bbotk]      0.136890383          5  0.2255521
## INFO  [12:39:29.698] [bbotk]      0.040793738          3  0.1643090
## INFO  [12:39:29.698] [bbotk]      0.005232895          2  0.1520414
## INFO  [12:39:29.698] [bbotk]      0.115268265          5  0.2398550
## INFO  [12:39:29.698] [bbotk]      0.122265597          6  0.1534788
## INFO  [12:39:29.698] [bbotk]      0.120709886          4  0.2579483
## INFO  [12:39:29.698] [bbotk]      0.074956429          5  0.2104344
## INFO  [12:39:29.698] [bbotk]      0.100345714          5  0.1313102
## INFO  [12:39:29.698] [bbotk]      0.009707484          2  0.1546336
## INFO  [12:39:29.698] [bbotk]      0.009986661          1  0.1567952
## INFO  [12:39:29.698] [bbotk]      0.022852813          4  0.1682465
## INFO  [12:39:29.904] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:30.032] [bbotk] Result of batch 71:
## INFO  [12:39:30.037] [bbotk]  heatF laneF    pointP reactiontimeP swimtimeP mediaParcialesP
## INFO  [12:39:30.037] [bbotk]      1     7  969.3281     0.7200000  129.1600        32.29000
## INFO  [12:39:30.037] [bbotk]      1     8  888.0267     0.7200000  129.1600        32.29000
## INFO  [12:39:30.037] [bbotk]      1     8 1020.9158     0.7200000  129.1600        32.29000
## INFO  [12:39:30.037] [bbotk]      1     8  920.9029     0.7200000  129.1600        32.29000
## INFO  [12:39:30.037] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:30.037] [bbotk]      1     9  901.3415     0.7200000  129.1600        32.29000
## INFO  [12:39:30.037] [bbotk]      6     5  879.7158     0.7200000  282.5426        32.29000
## INFO  [12:39:30.037] [bbotk]      1     3  886.0000     0.7200000  733.6701        32.29000
## INFO  [12:39:30.037] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:30.037] [bbotk]      1     8  906.2612     0.6884134  129.1600        30.13873
## INFO  [12:39:30.037] [bbotk]      6     8  975.2060     0.7200000  129.1600        31.62375
## INFO  [12:39:30.037] [bbotk]      1     7  886.0000     0.7086661  953.9482        31.91468
## INFO  [12:39:30.037] [bbotk]      4     1  894.6181     0.7200000  129.1600        32.29000
## INFO  [12:39:30.037] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:30.037] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:30.037] [bbotk]      1     8  886.0000     0.7202291  129.1600        32.29000
## INFO  [12:39:30.037] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:30.037] [bbotk]      1     8  886.0000     0.6930592  129.1600        32.29000
## INFO  [12:39:30.037] [bbotk]      1     8  885.1291     0.7200000  129.1600        32.29000
## INFO  [12:39:30.037] [bbotk]      1     4  871.0783     0.6566063  916.8857        32.29000
## INFO  [12:39:30.037] [bbotk]  medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO  [12:39:30.037] [bbotk]           32.81500         33.05000         27.42609  71  NA 1401        0.00
## INFO  [12:39:30.037] [bbotk]           32.81500         33.05000         29.91799  71  NA 1402        0.10
## INFO  [12:39:30.037] [bbotk]           25.60212         30.95111         30.48000  71  NA 1403        0.05
## INFO  [12:39:30.037] [bbotk]           32.41371         33.05000         24.77761  71  NA 1404        0.10
## INFO  [12:39:30.037] [bbotk]           32.81500         33.05000         29.88015  71  NA 1405        0.10
## INFO  [12:39:30.037] [bbotk]           32.81500         33.05000         25.67328  71  NA 1406        0.00
## INFO  [12:39:30.037] [bbotk]           32.81500         22.21659         30.48000  71  NA 1407        0.20
## INFO  [12:39:30.037] [bbotk]           32.81500         33.05000         30.48000  71  NA 1408        0.00
## INFO  [12:39:30.037] [bbotk]           32.81500         30.98023         30.48000  71  NA 1409        0.10
## INFO  [12:39:30.037] [bbotk]           27.07413         33.05000         30.48000  71  NA 1410        0.00
## INFO  [12:39:30.037] [bbotk]           28.18173         31.12246         29.67850  71  NA 1411        0.00
## INFO  [12:39:30.037] [bbotk]           32.81500         33.05000         25.91859  71  NA 1412        0.00
## INFO  [12:39:30.037] [bbotk]           32.81500         33.05000         30.48000  71  NA 1413        0.20
## INFO  [12:39:30.037] [bbotk]           32.81500         33.05000         29.79881  71  NA 1414        0.10
## INFO  [12:39:30.037] [bbotk]           32.19481         33.05000         30.48000  71  NA 1415        0.05
## INFO  [12:39:30.037] [bbotk]           32.81500         33.05000         29.57875  71  NA 1416        0.10
## INFO  [12:39:30.037] [bbotk]           32.81500         33.05000         30.48000  71  NA 1417        0.10
## INFO  [12:39:30.037] [bbotk]           32.81500         33.05000         30.48000  71  NA 1418        0.05
## INFO  [12:39:30.037] [bbotk]           32.37169         33.05000         29.64772  71  NA 1419        0.00
## INFO  [12:39:30.037] [bbotk]           33.16416         33.05000         25.48853  71  NA 1420        0.00
## INFO  [12:39:30.037] [bbotk]  dist_x_interest no_changed dist_train
## INFO  [12:39:30.037] [bbotk]      0.103718689          3  0.1842715
## INFO  [12:39:30.037] [bbotk]      0.003546196          2  0.1489373
## INFO  [12:39:30.037] [bbotk]      0.082316832          3  0.1851097
## INFO  [12:39:30.037] [bbotk]      0.042618328          3  0.1628075
## INFO  [12:39:30.037] [bbotk]      0.003018432          1  0.1498269
## INFO  [12:39:30.037] [bbotk]      0.088447097          3  0.1750146
## INFO  [12:39:30.037] [bbotk]      0.163118032          5  0.2543235
## INFO  [12:39:30.037] [bbotk]      0.096229293          2  0.1874347
## INFO  [12:39:30.037] [bbotk]      0.006448695          1  0.1564777
## INFO  [12:39:30.037] [bbotk]      0.043417282          4  0.1424901
## INFO  [12:39:30.037] [bbotk]      0.121169299          6  0.2115034
## INFO  [12:39:30.037] [bbotk]      0.136202361          5  0.2239415
## INFO  [12:39:30.037] [bbotk]      0.120700964          3  0.1516654
## INFO  [12:39:30.037] [bbotk]      0.003427696          1  0.1502362
## INFO  [12:39:30.037] [bbotk]      0.002404880          1  0.1524338
## INFO  [12:39:30.037] [bbotk]      0.004572497          2  0.1513061
## INFO  [12:39:30.037] [bbotk]      0.000000000          0  0.1500290
## INFO  [12:39:30.037] [bbotk]      0.004402098          1  0.1544311
## INFO  [12:39:30.037] [bbotk]      0.006215617          3  0.1530241
## INFO  [12:39:30.037] [bbotk]      0.149683079          6  0.1836399
## INFO  [12:39:30.193] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:30.346] [bbotk] Result of batch 72:
## INFO  [12:39:30.352] [bbotk]  heatF laneF    pointP reactiontimeP swimtimeP mediaParcialesP
## INFO  [12:39:30.352] [bbotk]      1     0  906.9228     0.7204979  129.1600        29.79605
## INFO  [12:39:30.352] [bbotk]      1     8  912.3607     0.7200000  129.1600        32.29000
## INFO  [12:39:30.352] [bbotk]      1     8  903.5941     0.7006972  129.1600        32.29000
## INFO  [12:39:30.352] [bbotk]      1     8  906.8968     0.7200000  129.1600        32.29000
## INFO  [12:39:30.352] [bbotk]      1     8  954.8851     0.7282592  129.1600        32.29000
## INFO  [12:39:30.352] [bbotk]      1     8  886.0000     0.6681577  141.9788        32.29000
## INFO  [12:39:30.352] [bbotk]      1     8  885.1291     0.7200000  129.1600        32.29000
## INFO  [12:39:30.352] [bbotk]      1     8  919.6524     0.7200000  353.5728        32.29000
## INFO  [12:39:30.352] [bbotk]      3     8  886.0000     0.7200000  129.1600        34.82078
## INFO  [12:39:30.352] [bbotk]     11     8 1020.9854     0.7200000  129.1600        32.29000
## INFO  [12:39:30.352] [bbotk]      1     8  908.3657     0.7200000  129.1600        32.29000
## INFO  [12:39:30.352] [bbotk]      1     3  886.0000     0.7156730  129.1600        33.55578
## INFO  [12:39:30.352] [bbotk]      1     8  997.9784     0.7279884  129.1600        32.29000
## INFO  [12:39:30.352] [bbotk]      1     7  856.8221     0.6606824  728.7411        32.29000
## INFO  [12:39:30.352] [bbotk]      1     3  993.2254     0.7200000  129.1600        31.10922
## INFO  [12:39:30.352] [bbotk]      8     8  917.0515     0.7200000  129.1600        25.86503
## INFO  [12:39:30.352] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:30.352] [bbotk]      1     3  882.6191     0.7200000  963.1321        28.74208
## INFO  [12:39:30.352] [bbotk]      1     8  861.9142     0.7200000  129.1600        23.46678
## INFO  [12:39:30.352] [bbotk]      1     8  914.0050     0.7200000  129.1600        33.08204
## INFO  [12:39:30.352] [bbotk]  medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO  [12:39:30.352] [bbotk]           22.57093         33.05000         30.48000  72  NA 1421        0.05
## INFO  [12:39:30.352] [bbotk]           32.81500         33.05000         24.70434  72  NA 1422        0.10
## INFO  [12:39:30.352] [bbotk]           24.66479         29.75615         26.95964  72  NA 1423        0.10
## INFO  [12:39:30.352] [bbotk]           32.81500         33.05000         30.48000  72  NA 1424        0.05
## INFO  [12:39:30.352] [bbotk]           23.61988         27.92529         28.49127  72  NA 1425        0.15
## INFO  [12:39:30.352] [bbotk]           32.81500         33.05000         30.48000  72  NA 1426        0.10
## INFO  [12:39:30.352] [bbotk]           32.37169         33.05000         30.48000  72  NA 1427        0.05
## INFO  [12:39:30.352] [bbotk]           32.81500         25.65236         30.48000  72  NA 1428        0.35
## INFO  [12:39:30.352] [bbotk]           32.81500         33.05000         28.49535  72  NA 1429        0.20
## INFO  [12:39:30.352] [bbotk]           31.89423         33.05000         26.86308  72  NA 1430        0.00
## INFO  [12:39:30.352] [bbotk]           32.81500         30.95111         30.48000  72  NA 1431        0.10
## INFO  [12:39:30.352] [bbotk]           32.81500         33.05000         24.08441  72  NA 1432        0.20
## INFO  [12:39:30.352] [bbotk]           32.81500         33.05000         30.48000  72  NA 1433        0.10
## INFO  [12:39:30.352] [bbotk]           32.81500         33.05000         30.48000  72  NA 1434        0.05
## INFO  [12:39:30.352] [bbotk]           32.81500         33.05000         30.48000  72  NA 1435        0.00
## INFO  [12:39:30.352] [bbotk]           32.08380         33.05000         30.48000  72  NA 1436        0.05
## INFO  [12:39:30.352] [bbotk]           32.81500         33.05000         30.48000  72  NA 1437        0.10
## INFO  [12:39:30.352] [bbotk]           32.81500         33.05000         30.48000  72  NA 1438        0.00
## INFO  [12:39:30.352] [bbotk]           28.50244         39.89897         30.48000  72  NA 1439        0.05
## INFO  [12:39:30.352] [bbotk]           32.33900         33.05000         28.90201  72  NA 1440        0.00
## INFO  [12:39:30.352] [bbotk]  dist_x_interest no_changed dist_train
## INFO  [12:39:30.352] [bbotk]      0.116261340          5  0.2012186
## INFO  [12:39:30.352] [bbotk]      0.038403996          2  0.1677592
## INFO  [12:39:30.352] [bbotk]      0.068968903          5  0.1615647
## INFO  [12:39:30.352] [bbotk]      0.007404963          1  0.1560165
## INFO  [12:39:30.352] [bbotk]      0.087388792          5  0.1732481
## INFO  [12:39:30.352] [bbotk]      0.009264167          2  0.1566633
## INFO  [12:39:30.352] [bbotk]      0.002027622          2  0.1520566
## INFO  [12:39:30.352] [bbotk]      0.048859684          3  0.1756418
## INFO  [12:39:30.352] [bbotk]      0.079180759          3  0.2259893
## INFO  [12:39:30.352] [bbotk]      0.128427335          4  0.2438102
## INFO  [12:39:30.352] [bbotk]      0.014464905          2  0.1498761
## INFO  [12:39:30.352] [bbotk]      0.096899756          4  0.1848847
## INFO  [12:39:30.352] [bbotk]      0.040985818          2  0.1798130
## INFO  [12:39:30.352] [bbotk]      0.115956151          4  0.2071616
## INFO  [12:39:30.352] [bbotk]      0.101658330          3  0.1912005
## INFO  [12:39:30.352] [bbotk]      0.098990308          4  0.2156978
## INFO  [12:39:30.352] [bbotk]      0.000000000          0  0.1500290
## INFO  [12:39:30.352] [bbotk]      0.126164517          4  0.2171241
## INFO  [12:39:30.352] [bbotk]      0.082752049          4  0.2041814
## INFO  [12:39:30.352] [bbotk]      0.022955517          4  0.1478767
## INFO  [12:39:30.540] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:30.666] [bbotk] Result of batch 73:
## INFO  [12:39:30.671] [bbotk]  heatF laneF   pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO  [12:39:30.671] [bbotk]     12     8 908.3657     0.6905773  129.1600        32.29000          32.81500
## INFO  [12:39:30.671] [bbotk]      1     8 868.4454     0.7103658  129.1600        32.29000          27.99768
## INFO  [12:39:30.671] [bbotk]      1     8 907.4305     0.7200000  129.1600        32.95106          32.81500
## INFO  [12:39:30.671] [bbotk]      4     8 886.0000     0.7200000  790.9193        32.29000          22.07073
## INFO  [12:39:30.671] [bbotk]      1     8 940.7935     0.7200000  844.2746        32.29000          32.14550
## INFO  [12:39:30.671] [bbotk]      1     3 886.0000     0.7200000  158.7726        32.29000          32.90308
## INFO  [12:39:30.671] [bbotk]      1     8 886.0000     0.7200000  129.1600        28.36540          32.55344
## INFO  [12:39:30.671] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          32.19481
## INFO  [12:39:30.671] [bbotk]      1     8 886.0000     0.7200000  618.3594        29.79605          27.55515
## INFO  [12:39:30.671] [bbotk]      5     7 886.0000     0.7396257  885.2298        32.29000          32.81500
## INFO  [12:39:30.671] [bbotk]      1     8 908.3657     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:30.671] [bbotk]      1     8 883.0759     0.6606824  129.1600        30.36284          31.52051
## INFO  [12:39:30.671] [bbotk]      1     8 899.8214     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:30.671] [bbotk]      6     8 861.4446     0.7200000  129.1600        32.29000          35.45337
## INFO  [12:39:30.671] [bbotk]      1     8 903.5941     0.6961201  168.0869        32.29000          35.56776
## INFO  [12:39:30.671] [bbotk]      1     0 886.0000     0.7200000  604.6918        32.29000          32.37169
## INFO  [12:39:30.671] [bbotk]      1     8 914.1412     0.7200000  129.1600        21.92344          32.81500
## INFO  [12:39:30.671] [bbotk]      2     8 940.5575     0.7200000  129.1600        32.29000          34.06661
## INFO  [12:39:30.671] [bbotk]      1     8 901.3786     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:30.671] [bbotk]      1     7 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:30.671] [bbotk]  maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO  [12:39:30.671] [bbotk]          33.05000         30.48000  73  NA 1441        0.05     0.071556664
## INFO  [12:39:30.671] [bbotk]          33.05000         30.48000  73  NA 1442        0.15     0.026474583
## INFO  [12:39:30.671] [bbotk]          31.14155         28.91833  73  NA 1443        0.00     0.024107289
## INFO  [12:39:30.671] [bbotk]          25.54449         30.48000  73  NA 1444        0.20     0.164818531
## INFO  [12:39:30.671] [bbotk]          33.05000         30.48000  73  NA 1445        0.00     0.066262369
## INFO  [12:39:30.671] [bbotk]          33.05000         30.00071  73  NA 1446        0.00     0.063409219
## INFO  [12:39:30.671] [bbotk]          38.73729         29.57875  73  NA 1447        0.00     0.039351031
## INFO  [12:39:30.671] [bbotk]          33.05000         30.48000  73  NA 1448        0.05     0.002404880
## INFO  [12:39:30.671] [bbotk]          33.05000         24.59970  73  NA 1449        0.30     0.090475320
## INFO  [12:39:30.671] [bbotk]          33.05000         32.02177  73  NA 1450        0.15     0.175395960
## INFO  [12:39:30.671] [bbotk]          30.95111         30.48000  73  NA 1451        0.10     0.014464905
## INFO  [12:39:30.671] [bbotk]          33.05000         24.90613  73  NA 1452        0.25     0.051692674
## INFO  [12:39:30.671] [bbotk]          33.05000         28.87404  73  NA 1453        0.00     0.012978856
## INFO  [12:39:30.671] [bbotk]          33.05000         30.48000  73  NA 1454        0.25     0.077755550
## INFO  [12:39:30.671] [bbotk]          33.05000         27.06009  73  NA 1455        0.15     0.040428256
## INFO  [12:39:30.671] [bbotk]          33.05000         29.18420  73  NA 1456        0.00     0.096487806
## INFO  [12:39:30.671] [bbotk]          30.76165         23.33921  73  NA 1457        0.10     0.095513738
## INFO  [12:39:30.671] [bbotk]          33.17061         28.87375  73  NA 1458        0.10     0.091468111
## INFO  [12:39:30.671] [bbotk]          33.05000         30.48000  73  NA 1459        0.05     0.005449549
## INFO  [12:39:30.671] [bbotk]          33.05000         30.48000  73  NA 1460        0.10     0.058823529
## INFO  [12:39:30.671] [bbotk]  no_changed dist_train
## INFO  [12:39:30.671] [bbotk]           3  0.2104314
## INFO  [12:39:30.671] [bbotk]           3  0.1647117
## INFO  [12:39:30.671] [bbotk]           4  0.1456515
## INFO  [12:39:30.671] [bbotk]           4  0.2924952
## INFO  [12:39:30.671] [bbotk]           3  0.1998975
## INFO  [12:39:30.671] [bbotk]           4  0.1507738
## INFO  [12:39:30.671] [bbotk]           4  0.1726374
## INFO  [12:39:30.671] [bbotk]           1  0.1524338
## INFO  [12:39:30.671] [bbotk]           4  0.1956012
## INFO  [12:39:30.671] [bbotk]           5  0.2633334
## INFO  [12:39:30.671] [bbotk]           2  0.1498761
## INFO  [12:39:30.671] [bbotk]           5  0.1545121
## INFO  [12:39:30.671] [bbotk]           2  0.1513622
## INFO  [12:39:30.671] [bbotk]           3  0.2271641
## INFO  [12:39:30.671] [bbotk]           5  0.1681927
## INFO  [12:39:30.671] [bbotk]           4  0.1844728
## INFO  [12:39:30.671] [bbotk]           4  0.1899420
## INFO  [12:39:30.671] [bbotk]           5  0.2141302
## INFO  [12:39:30.671] [bbotk]           1  0.1540611
## INFO  [12:39:30.671] [bbotk]           1  0.1500290
## INFO  [12:39:30.852] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:30.980] [bbotk] Result of batch 74:
## INFO  [12:39:30.986] [bbotk]  heatF laneF   pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO  [12:39:30.986] [bbotk]      1     4 909.1659     0.6942098 129.16000        32.29000          32.81500
## INFO  [12:39:30.986] [bbotk]      1     8 909.9017     0.7537327 362.19516        32.29000          32.81500
## INFO  [12:39:30.986] [bbotk]      1     8 886.0000     0.7200000 129.16000        32.29000          32.81500
## INFO  [12:39:30.986] [bbotk]      1     8 886.0000     0.7200000 129.16000        32.29000          32.81500
## INFO  [12:39:30.986] [bbotk]      1     3 886.0000     0.7200000 129.16000        32.29000          32.81500
## INFO  [12:39:30.986] [bbotk]      1     8 886.0000     0.7200000 129.16000        32.29000          32.81500
## INFO  [12:39:30.986] [bbotk]      7     8 906.9228     0.7344302 129.16000        26.65464          24.28411
## INFO  [12:39:30.986] [bbotk]      1     8 886.0000     0.7200000 129.16000        29.79605          32.81500
## INFO  [12:39:30.986] [bbotk]      1     8 870.4694     0.7200000 129.16000        32.29000          32.81500
## INFO  [12:39:30.986] [bbotk]      1     8 886.0000     0.7202291 129.16000        30.67926          32.55344
## INFO  [12:39:30.986] [bbotk]      1     8 885.3470     0.7232692 863.42290        32.29000          32.49531
## INFO  [12:39:30.986] [bbotk]      1     8 972.2809     0.7214423 563.58346        32.29000          32.81500
## INFO  [12:39:30.986] [bbotk]      9     8 886.0000     0.6606824 602.36959        22.57981          32.81500
## INFO  [12:39:30.986] [bbotk]      6     8 886.0000     0.7200000 649.22189        32.29000          32.81500
## INFO  [12:39:30.986] [bbotk]      1     8 923.1065     0.7200000 129.16000        32.29000          24.81859
## INFO  [12:39:30.986] [bbotk]      1     4 886.0000     0.7200000  23.68998        32.32813          32.81500
## INFO  [12:39:30.986] [bbotk]      1     8 886.0000     0.7200000 129.16000        32.29000          32.81500
## INFO  [12:39:30.986] [bbotk]      1     8 886.0000     0.7200000 129.16000        26.68435          32.81500
## INFO  [12:39:30.986] [bbotk]      1     8 901.3746     0.7427613 720.39047        32.29000          25.20523
## INFO  [12:39:30.986] [bbotk]      1     8 901.3399     0.7200000 129.16000        32.29000          32.81500
## INFO  [12:39:30.986] [bbotk]  maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO  [12:39:30.986] [bbotk]          32.92136         29.92172  74  NA 1461        0.05     0.074456715
## INFO  [12:39:30.986] [bbotk]          33.05000         27.53304  74  NA 1462        0.10     0.043230307
## INFO  [12:39:30.986] [bbotk]          33.05000         29.67850  74  NA 1463        0.10     0.004033114
## INFO  [12:39:30.986] [bbotk]          30.98023         30.48000  74  NA 1464        0.10     0.006448695
## INFO  [12:39:30.986] [bbotk]          33.05000         30.48000  74  NA 1465        0.00     0.058823529
## INFO  [12:39:30.986] [bbotk]          33.05000         29.66903  74  NA 1466        0.10     0.004080738
## INFO  [12:39:30.986] [bbotk]          30.98023         30.48000  74  NA 1467        0.00     0.131216248
## INFO  [12:39:30.986] [bbotk]          33.05000         28.61082  74  NA 1468        0.20     0.019625244
## INFO  [12:39:30.986] [bbotk]          33.05000         30.48000  74  NA 1469        0.10     0.005503400
## INFO  [12:39:30.986] [bbotk]          33.05000         30.48000  74  NA 1470        0.05     0.007652112
## INFO  [12:39:30.986] [bbotk]          33.05000         30.48000  74  NA 1471        0.00     0.047439775
## INFO  [12:39:30.986] [bbotk]          33.05000         30.48000  74  NA 1472        0.05     0.057691242
## INFO  [12:39:30.986] [bbotk]          39.83977         32.87152  74  NA 1473        0.00     0.170775885
## INFO  [12:39:30.986] [bbotk]          33.05000         27.64844  74  NA 1474        0.15     0.105252077
## INFO  [12:39:30.986] [bbotk]          33.05000         30.70515  74  NA 1475        0.10     0.045289018
## INFO  [12:39:30.986] [bbotk]          33.05000         30.48000  74  NA 1476        0.40     0.065506014
## INFO  [12:39:30.986] [bbotk]          30.95111         30.48000  74  NA 1477        0.10     0.006539409
## INFO  [12:39:30.986] [bbotk]          33.05000         29.91799  74  NA 1478        0.10     0.025798700
## INFO  [12:39:30.986] [bbotk]          33.05000         29.63400  74  NA 1479        0.00     0.079516179
## INFO  [12:39:30.986] [bbotk]          33.05000         30.48000  74  NA 1480        0.05     0.005435829
## INFO  [12:39:30.986] [bbotk]  no_changed dist_train
## INFO  [12:39:30.986] [bbotk]           5  0.1305717
## INFO  [12:39:30.986] [bbotk]           4  0.1743283
## INFO  [12:39:30.986] [bbotk]           1  0.1508416
## INFO  [12:39:30.986] [bbotk]           1  0.1564777
## INFO  [12:39:30.986] [bbotk]           1  0.1500290
## INFO  [12:39:30.986] [bbotk]           1  0.1508892
## INFO  [12:39:30.986] [bbotk]           6  0.2249199
## INFO  [12:39:30.986] [bbotk]           2  0.1477066
## INFO  [12:39:30.986] [bbotk]           1  0.1555324
## INFO  [12:39:30.986] [bbotk]           3  0.1567638
## INFO  [12:39:30.986] [bbotk]           4  0.1964004
## INFO  [12:39:30.986] [bbotk]           3  0.1965185
## INFO  [12:39:30.986] [bbotk]           6  0.2957760
## INFO  [12:39:30.986] [bbotk]           3  0.2520606
## INFO  [12:39:30.986] [bbotk]           3  0.1611607
## INFO  [12:39:30.986] [bbotk]           3  0.1448619
## INFO  [12:39:30.986] [bbotk]           1  0.1565684
## INFO  [12:39:30.986] [bbotk]           2  0.1645276
## INFO  [12:39:30.986] [bbotk]           5  0.2014914
## INFO  [12:39:30.986] [bbotk]           1  0.1540474
## INFO  [12:39:31.170] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:31.308] [bbotk] Result of batch 75:
## INFO  [12:39:31.314] [bbotk]  heatF laneF   pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO  [12:39:31.314] [bbotk]      1     8 903.7833     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:31.314] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:31.314] [bbotk]      1     3 916.6358     0.7200000  129.1600        31.33035          33.86257
## INFO  [12:39:31.314] [bbotk]      1     8 869.0704     0.7195637  129.1600        32.29000          32.81500
## INFO  [12:39:31.314] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          32.37169
## INFO  [12:39:31.314] [bbotk]      7     8 886.0000     0.7200000  129.1600        30.67926          32.81500
## INFO  [12:39:31.314] [bbotk]      1     8 901.3415     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:31.314] [bbotk]      1     4 886.0000     0.7200000  129.1600        32.29000          32.19481
## INFO  [12:39:31.314] [bbotk]      1     4 886.0000     0.7200000  129.1600        33.08204          32.81500
## INFO  [12:39:31.314] [bbotk]     12     8 886.0000     0.7200000  129.1600        32.29000          33.47154
## INFO  [12:39:31.314] [bbotk]      1     5 886.0000     0.7200000  129.1600        27.74200          26.13296
## INFO  [12:39:31.314] [bbotk]      1     8 913.4715     0.7200000  129.1600        22.23259          31.62764
## INFO  [12:39:31.314] [bbotk]      1     8 901.3415     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:31.314] [bbotk]      1     8 901.3786     0.6964005  129.1600        34.69572          32.81500
## INFO  [12:39:31.314] [bbotk]      7     5 886.0000     0.7200000  364.2877        31.57814          31.21249
## INFO  [12:39:31.314] [bbotk]     10     8 886.0000     0.7200000  129.1600        32.29000          32.75138
## INFO  [12:39:31.314] [bbotk]      1     4 909.2078     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:31.314] [bbotk]      1     8 908.3657     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:31.314] [bbotk]      6     2 902.1418     0.7200000  335.7017        32.29000          32.81500
## INFO  [12:39:31.314] [bbotk]      1     5 899.8214     0.7200000  129.1600        27.04596          32.81500
## INFO  [12:39:31.314] [bbotk]  maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO  [12:39:31.314] [bbotk]          33.22575         30.48000  75  NA 1481        0.05     0.006849269
## INFO  [12:39:31.314] [bbotk]          33.05000         28.92629  75  NA 1482        0.20     0.007818197
## INFO  [12:39:31.314] [bbotk]          26.14187         27.85006  75  NA 1483        0.30     0.112431218
## INFO  [12:39:31.314] [bbotk]          30.95111         28.49535  75  NA 1484        0.15     0.022596529
## INFO  [12:39:31.314] [bbotk]          33.05000         29.64772  75  NA 1485        0.00     0.005907000
## INFO  [12:39:31.314] [bbotk]          33.05000         30.48000  75  NA 1486        0.10     0.065423982
## INFO  [12:39:31.314] [bbotk]          33.05000         30.48000  75  NA 1487        0.05     0.005436377
## INFO  [12:39:31.314] [bbotk]          33.05000         22.73850  75  NA 1488        0.05     0.100183292
## INFO  [12:39:31.314] [bbotk]          33.05000         30.48000  75  NA 1489        0.10     0.062069129
## INFO  [12:39:31.314] [bbotk]          30.98023         30.48000  75  NA 1490        0.10     0.067818023
## INFO  [12:39:31.314] [bbotk]          33.05000         25.16195  75  NA 1491        0.20     0.130130812
## INFO  [12:39:31.314] [bbotk]          33.05000         30.48000  75  NA 1492        0.05     0.055551895
## INFO  [12:39:31.314] [bbotk]          33.05000         29.63120  75  NA 1493        0.00     0.009707484
## INFO  [12:39:31.314] [bbotk]          33.05000         29.63510  75  NA 1494        0.00     0.023415258
## INFO  [12:39:31.314] [bbotk]          35.76739         30.48000  75  NA 1495        0.05     0.149793661
## INFO  [12:39:31.314] [bbotk]          28.35699         30.48000  75  NA 1496        0.25     0.073692011
## INFO  [12:39:31.314] [bbotk]          33.05000         30.48000  75  NA 1497        0.10     0.067047403
## INFO  [12:39:31.314] [bbotk]          30.95111         30.48000  75  NA 1498        0.10     0.014464905
## INFO  [12:39:31.314] [bbotk]          33.57282         29.32287  75  NA 1499        0.05     0.143598949
## INFO  [12:39:31.314] [bbotk]          33.05000         28.87404  75  NA 1500        0.00     0.093291278
## INFO  [12:39:31.314] [bbotk]  no_changed dist_train
## INFO  [12:39:31.314] [bbotk]           2  0.1552115
## INFO  [12:39:31.314] [bbotk]           1  0.1546267
## INFO  [12:39:31.314] [bbotk]           6  0.1840224
## INFO  [12:39:31.314] [bbotk]           4  0.1574126
## INFO  [12:39:31.314] [bbotk]           2  0.1527155
## INFO  [12:39:31.314] [bbotk]           2  0.2152071
## INFO  [12:39:31.314] [bbotk]           1  0.1540479
## INFO  [12:39:31.314] [bbotk]           3  0.1500472
## INFO  [12:39:31.314] [bbotk]           2  0.1352463
## INFO  [12:39:31.314] [bbotk]           3  0.2172266
## INFO  [12:39:31.314] [bbotk]           4  0.1911559
## INFO  [12:39:31.314] [bbotk]           3  0.1712590
## INFO  [12:39:31.314] [bbotk]           2  0.1546336
## INFO  [12:39:31.314] [bbotk]           4  0.1606420
## INFO  [12:39:31.314] [bbotk]           6  0.2405040
## INFO  [12:39:31.314] [bbotk]           3  0.2237210
## INFO  [12:39:31.314] [bbotk]           2  0.1302680
## INFO  [12:39:31.314] [bbotk]           2  0.1498761
## INFO  [12:39:31.314] [bbotk]           6  0.2299172
## INFO  [12:39:31.314] [bbotk]           4  0.1796130
## INFO  [12:39:31.530] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:31.685] [bbotk] Result of batch 76:
## INFO  [12:39:31.690] [bbotk]  heatF laneF    pointP reactiontimeP swimtimeP mediaParcialesP
## INFO  [12:39:31.690] [bbotk]      4     8  909.5415     0.6657525  129.1600        32.29000
## INFO  [12:39:31.690] [bbotk]      1     4  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:31.690] [bbotk]      9     8  918.6708     0.7200000  199.2419        32.20579
## INFO  [12:39:31.690] [bbotk]      7     8  903.4021     0.6615700  232.2632        30.57666
## INFO  [12:39:31.690] [bbotk]      7     5  886.0000     0.6814353  812.4922        32.29000
## INFO  [12:39:31.690] [bbotk]      1     8  904.1076     0.7200000  129.1600        32.29000
## INFO  [12:39:31.690] [bbotk]      1     8 1002.8532     0.7200000  129.1600        32.29000
## INFO  [12:39:31.690] [bbotk]      1     9  908.3657     0.6920006  129.1600        32.29000
## INFO  [12:39:31.690] [bbotk]      1     0  908.6398     0.7200000  344.5568        32.29000
## INFO  [12:39:31.690] [bbotk]      1     8  947.0686     0.7292979  129.1600        25.37674
## INFO  [12:39:31.690] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.26068
## INFO  [12:39:31.690] [bbotk]      1     8  886.0000     0.7329161  129.1600        21.46394
## INFO  [12:39:31.690] [bbotk]      1     8  886.0000     0.7514068  129.1600        32.29000
## INFO  [12:39:31.690] [bbotk]      1     8  886.0000     0.7200000  666.6920        32.29000
## INFO  [12:39:31.690] [bbotk]      1     8  905.2743     0.7200000  129.1600        32.29000
## INFO  [12:39:31.690] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:31.690] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:31.690] [bbotk]      1     2  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:31.690] [bbotk]      1     4  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:31.690] [bbotk]      1     8  886.0000     0.7200000  129.1600        22.13370
## INFO  [12:39:31.690] [bbotk]  medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO  [12:39:31.690] [bbotk]           32.81500         33.05000         30.20127  76  NA 1501        0.15
## INFO  [12:39:31.690] [bbotk]           32.81500         33.05000         26.07697  76  NA 1502        0.05
## INFO  [12:39:31.690] [bbotk]           32.77647         33.05000         26.74569  76  NA 1503        0.10
## INFO  [12:39:31.690] [bbotk]           32.44496         33.05000         22.35223  76  NA 1504        0.15
## INFO  [12:39:31.690] [bbotk]           32.81500         33.05000         28.45667  76  NA 1505        0.05
## INFO  [12:39:31.690] [bbotk]           32.81500         33.05000         29.36176  76  NA 1506        0.00
## INFO  [12:39:31.690] [bbotk]           32.37169         33.05000         30.48000  76  NA 1507        0.05
## INFO  [12:39:31.690] [bbotk]           25.71761         33.05000         28.67444  76  NA 1508        0.00
## INFO  [12:39:31.690] [bbotk]           32.81500         33.05000         30.48000  76  NA 1509        0.10
## INFO  [12:39:31.690] [bbotk]           32.81500         33.05000         28.98655  76  NA 1510        0.05
## INFO  [12:39:31.690] [bbotk]           32.81500         33.05000         22.09764  76  NA 1511        0.20
## INFO  [12:39:31.690] [bbotk]           32.81500         33.05000         30.48000  76  NA 1512        0.10
## INFO  [12:39:31.690] [bbotk]           32.81500         33.05000         30.48000  76  NA 1513        0.15
## INFO  [12:39:31.690] [bbotk]           32.81500         33.05000         30.01278  76  NA 1514        0.05
## INFO  [12:39:31.690] [bbotk]           32.81500         34.10405         28.08831  76  NA 1515        0.00
## INFO  [12:39:31.690] [bbotk]           32.12791         32.15497         30.03698  76  NA 1516        0.05
## INFO  [12:39:31.690] [bbotk]           32.81500         33.05000         28.38706  76  NA 1517        0.20
## INFO  [12:39:31.690] [bbotk]           32.81500         33.04153         30.48000  76  NA 1518        0.20
## INFO  [12:39:31.690] [bbotk]           33.97050         33.05000         29.02881  76  NA 1519        0.15
## INFO  [12:39:31.690] [bbotk]           32.04277         33.05000         28.08585  76  NA 1520        0.10
## INFO  [12:39:31.690] [bbotk]  dist_x_interest no_changed dist_train
## INFO  [12:39:31.690] [bbotk]      0.077432164          4  0.2045559
## INFO  [12:39:31.690] [bbotk]      0.080979389          2  0.1356531
## INFO  [12:39:31.690] [bbotk]      0.094022579          6  0.2179168
## INFO  [12:39:31.690] [bbotk]      0.130271615          7  0.2299697
## INFO  [12:39:31.690] [bbotk]      0.176412868          5  0.2643978
## INFO  [12:39:31.690] [bbotk]      0.012043515          2  0.1522975
## INFO  [12:39:31.690] [bbotk]      0.043126937          2  0.1785162
## INFO  [12:39:31.690] [bbotk]      0.107930576          5  0.1849834
## INFO  [12:39:31.690] [bbotk]      0.080174427          3  0.1699624
## INFO  [12:39:31.690] [bbotk]      0.059003373          4  0.1628445
## INFO  [12:39:31.690] [bbotk]      0.042299795          2  0.1888680
## INFO  [12:39:31.690] [bbotk]      0.046473222          2  0.1908581
## INFO  [12:39:31.690] [bbotk]      0.005131822          1  0.1518928
## INFO  [12:39:31.690] [bbotk]      0.035612325          2  0.1824208
## INFO  [12:39:31.690] [bbotk]      0.022148981          3  0.1565264
## INFO  [12:39:31.690] [bbotk]      0.007682161          3  0.1544907
## INFO  [12:39:31.690] [bbotk]      0.010531562          1  0.1573401
## INFO  [12:39:31.690] [bbotk]      0.058849905          2  0.1500553
## INFO  [12:39:31.690] [bbotk]      0.070606440          3  0.1413136
## INFO  [12:39:31.690] [bbotk]      0.056659886          3  0.1787524
## INFO  [12:39:31.854] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:31.983] [bbotk] Result of batch 77:
## INFO  [12:39:31.989] [bbotk]  heatF laneF   pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO  [12:39:31.989] [bbotk]      1     8 939.4662     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:31.989] [bbotk]      1     4 886.0000     0.7200000  129.1600        33.08204          32.81500
## INFO  [12:39:31.989] [bbotk]      1     6 886.0000     0.7009963  129.1600        32.29000          24.61558
## INFO  [12:39:31.989] [bbotk]      1     8 906.9228     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:31.989] [bbotk]      1     8 888.0267     0.7200000  129.1600        32.29000          32.19481
## INFO  [12:39:31.989] [bbotk]      1     8 857.8535     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:31.989] [bbotk]      1     3 886.0000     0.6763894  927.8816        32.29000          32.81500
## INFO  [12:39:31.989] [bbotk]      1     4 909.2078     0.6935079  129.1600        32.29000          32.81500
## INFO  [12:39:31.989] [bbotk]      1     8 908.3657     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:31.989] [bbotk]      1     6 886.0000     0.7200000  415.3404        25.38505          29.19848
## INFO  [12:39:31.989] [bbotk]     12     3 956.4056     0.7200000  129.1600        23.86385          32.81500
## INFO  [12:39:31.989] [bbotk]      1     8 908.3657     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:31.989] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          25.14877
## INFO  [12:39:31.989] [bbotk]      1     8 922.4374     0.7200000  129.1600        32.29000          32.58769
## INFO  [12:39:31.989] [bbotk]      1     8 886.0000     0.7592938  129.1600        32.29000          32.81500
## INFO  [12:39:31.989] [bbotk]     12     8 886.0000     0.7200000  129.1600        32.29000          32.37169
## INFO  [12:39:31.989] [bbotk]      1     6 869.6153     0.7200000  125.5629        32.29000          32.81500
## INFO  [12:39:31.989] [bbotk]      1     8 906.9228     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:31.989] [bbotk]      1     8 901.3415     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:31.989] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:31.989] [bbotk]  maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO  [12:39:31.989] [bbotk]          33.05000         30.48000  77  NA 1521        0.10     0.018946199
## INFO  [12:39:31.989] [bbotk]          33.05000         28.90201  77  NA 1522        0.10     0.070009487
## INFO  [12:39:31.989] [bbotk]          33.05000         28.61082  77  NA 1523        0.10     0.103128569
## INFO  [12:39:31.989] [bbotk]          30.98023         28.61082  77  NA 1524        0.00     0.023268471
## INFO  [12:39:31.989] [bbotk]          33.05000         29.91799  77  NA 1525        0.00     0.005951077
## INFO  [12:39:31.989] [bbotk]          33.05000         22.15329  77  NA 1526        0.25     0.051873546
## INFO  [12:39:31.989] [bbotk]          26.85189         29.63120  77  NA 1527        0.20     0.138954858
## INFO  [12:39:31.989] [bbotk]          33.05000         30.48000  77  NA 1528        0.05     0.071376170
## INFO  [12:39:31.989] [bbotk]          30.95111         28.49535  77  NA 1529        0.00     0.024451565
## INFO  [12:39:31.989] [bbotk]          33.05000         30.48000  77  NA 1530        0.05     0.118850162
## INFO  [12:39:31.989] [bbotk]          30.18409         30.48000  77  NA 1531        0.00     0.186053545
## INFO  [12:39:31.989] [bbotk]          30.95111         28.49535  77  NA 1532        0.00     0.024451565
## INFO  [12:39:31.989] [bbotk]          33.05000         29.21556  77  NA 1533        0.10     0.036089332
## INFO  [12:39:31.989] [bbotk]          33.05000         30.48000  77  NA 1534        0.10     0.013793340
## INFO  [12:39:31.989] [bbotk]          37.61087         28.87404  77  NA 1535        0.25     0.028711771
## INFO  [12:39:31.989] [bbotk]          33.05000         21.37422  77  NA 1536        0.20     0.106362386
## INFO  [12:39:31.989] [bbotk]          33.05000         30.48000  77  NA 1537        0.10     0.064852171
## INFO  [12:39:31.989] [bbotk]          33.05000         28.61082  77  NA 1538        0.00     0.016819776
## INFO  [12:39:31.989] [bbotk]          33.05000         29.63120  77  NA 1539        0.00     0.009707484
## INFO  [12:39:31.989] [bbotk]          33.05000         29.36176  77  NA 1540        0.10     0.005626935
## INFO  [12:39:31.989] [bbotk]  no_changed dist_train
## INFO  [12:39:31.989] [bbotk]           1  0.1577734
## INFO  [12:39:31.989] [bbotk]           3  0.1415102
## INFO  [12:39:31.989] [bbotk]           4  0.1911135
## INFO  [12:39:31.989] [bbotk]           3  0.1435803
## INFO  [12:39:31.989] [bbotk]           3  0.1513422
## INFO  [12:39:31.989] [bbotk]           2  0.1986821
## INFO  [12:39:31.989] [bbotk]           5  0.2269398
## INFO  [12:39:31.989] [bbotk]           3  0.1313288
## INFO  [12:39:31.989] [bbotk]           3  0.1435593
## INFO  [12:39:31.989] [bbotk]           4  0.2032848
## INFO  [12:39:31.989] [bbotk]           5  0.2652291
## INFO  [12:39:31.989] [bbotk]           3  0.1435593
## INFO  [12:39:31.989] [bbotk]           2  0.1647497
## INFO  [12:39:31.989] [bbotk]           2  0.1508577
## INFO  [12:39:31.989] [bbotk]           3  0.1720031
## INFO  [12:39:31.989] [bbotk]           3  0.2509619
## INFO  [12:39:31.989] [bbotk]           3  0.1560428
## INFO  [12:39:31.989] [bbotk]           2  0.1500289
## INFO  [12:39:31.989] [bbotk]           2  0.1546336
## INFO  [12:39:31.989] [bbotk]           1  0.1524354
## INFO  [12:39:32.174] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:32.304] [bbotk] Result of batch 78:
## INFO  [12:39:32.309] [bbotk]  heatF laneF   pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO  [12:39:32.309] [bbotk]      1     8 904.1076     0.7200000  124.5623        23.29017          32.81500
## INFO  [12:39:32.309] [bbotk]      1     8 886.0000     0.7200000  129.1600        28.28891          26.43567
## INFO  [12:39:32.309] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          27.93961
## INFO  [12:39:32.309] [bbotk]      1     8 906.9228     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:32.309] [bbotk]      1     8 873.8987     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:32.309] [bbotk]      1     8 915.0894     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:32.309] [bbotk]      1     0 948.9289     0.7287165  129.1600        32.29000          31.61488
## INFO  [12:39:32.309] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:32.309] [bbotk]      9     8 886.0000     0.7200000  643.3342        32.29000          23.91523
## INFO  [12:39:32.309] [bbotk]      1     8 874.1946     0.7200000  129.1600        32.29000          21.88272
## INFO  [12:39:32.309] [bbotk]     10     8 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:32.309] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:32.309] [bbotk]      1     9 885.3026     0.6833175  129.1600        35.37054          31.23286
## INFO  [12:39:32.309] [bbotk]      1     8 982.0667     0.7167855  129.1600        23.60013          32.81500
## INFO  [12:39:32.309] [bbotk]      3     1 901.3415     0.6606824  543.9407        32.29000          32.81500
## INFO  [12:39:32.309] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:32.309] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.35314          32.81500
## INFO  [12:39:32.309] [bbotk]     11     8 886.0000     0.7200000  129.1600        35.20660          22.09178
## INFO  [12:39:32.309] [bbotk]      1     7 987.8598     0.7200000  129.1600        32.29000          22.73517
## INFO  [12:39:32.309] [bbotk]      1     8 886.0000     0.7423359  102.8830        32.29000          32.79344
## INFO  [12:39:32.309] [bbotk]  maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO  [12:39:32.309] [bbotk]          33.05000         29.36176  78  NA 1541        0.00     0.049207257
## INFO  [12:39:32.309] [bbotk]          33.05000         28.57720  78  NA 1542        0.15     0.050706995
## INFO  [12:39:32.309] [bbotk]          33.05000         30.48000  78  NA 1543        0.10     0.018904934
## INFO  [12:39:32.309] [bbotk]          30.98023         30.48000  78  NA 1544        0.05     0.013862869
## INFO  [12:39:32.309] [bbotk]          33.05000         29.98395  78  NA 1545        0.10     0.006784293
## INFO  [12:39:32.309] [bbotk]          31.46685         30.48000  78  NA 1546        0.15     0.015240624
## INFO  [12:39:32.309] [bbotk]          33.05000         29.91799  78  NA 1547        0.00     0.090028812
## INFO  [12:39:32.309] [bbotk]          30.95111         28.49535  78  NA 1548        0.10     0.016526070
## INFO  [12:39:32.309] [bbotk]          30.96104         21.39738  78  NA 1549        0.15     0.177361260
## INFO  [12:39:32.309] [bbotk]          30.98213         28.58142  78  NA 1550        0.05     0.062570896
## INFO  [12:39:32.309] [bbotk]          33.05000         28.61082  78  NA 1551        0.20     0.068229131
## INFO  [12:39:32.309] [bbotk]          33.05000         30.48000  78  NA 1552        0.10     0.000000000
## INFO  [12:39:32.309] [bbotk]          33.05000         31.59279  78  NA 1553        0.10     0.089422330
## INFO  [12:39:32.309] [bbotk]          35.48716         28.29508  78  NA 1554        0.05     0.088764164
## INFO  [12:39:32.309] [bbotk]          33.05000         30.37409  78  NA 1555        0.15     0.158974528
## INFO  [12:39:32.309] [bbotk]          33.05000         28.61082  78  NA 1556        0.20     0.009405602
## INFO  [12:39:32.309] [bbotk]          33.05000         28.88066  78  NA 1557        0.20     0.008306549
## INFO  [12:39:32.309] [bbotk]          25.83136         28.60122  78  NA 1558        0.15     0.144300378
## INFO  [12:39:32.309] [bbotk]          33.05000         30.48000  78  NA 1559        0.10     0.134004182
## INFO  [12:39:32.309] [bbotk]          37.67925         22.46107  78  NA 1560        0.35     0.060133197
## INFO  [12:39:32.309] [bbotk]  no_changed dist_train
## INFO  [12:39:32.309] [bbotk]           4  0.1689361
## INFO  [12:39:32.309] [bbotk]           3  0.1558328
## INFO  [12:39:32.309] [bbotk]           1  0.1602905
## INFO  [12:39:32.309] [bbotk]           2  0.1504782
## INFO  [12:39:32.309] [bbotk]           2  0.1535928
## INFO  [12:39:32.309] [bbotk]           2  0.1491004
## INFO  [12:39:32.309] [bbotk]           5  0.1737478
## INFO  [12:39:32.309] [bbotk]           2  0.1514848
## INFO  [12:39:32.309] [bbotk]           5  0.2894263
## INFO  [12:39:32.309] [bbotk]           4  0.1747674
## INFO  [12:39:32.309] [bbotk]           2  0.2150376
## INFO  [12:39:32.309] [bbotk]           0  0.1500290
## INFO  [12:39:32.309] [bbotk]           6  0.1806278
## INFO  [12:39:32.309] [bbotk]           5  0.1902812
## INFO  [12:39:32.309] [bbotk]           6  0.1888731
## INFO  [12:39:32.309] [bbotk]           1  0.1562141
## INFO  [12:39:32.309] [bbotk]           2  0.1551151
## INFO  [12:39:32.309] [bbotk]           5  0.2556735
## INFO  [12:39:32.309] [bbotk]           3  0.2237922
## INFO  [12:39:32.309] [bbotk]           5  0.2033371
## INFO  [12:39:32.525] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:32.653] [bbotk] Result of batch 79:
## INFO  [12:39:32.659] [bbotk]  heatF laneF    pointP reactiontimeP swimtimeP mediaParcialesP
## INFO  [12:39:32.659] [bbotk]      1     9  889.2223     0.7200000  129.1600        29.78446
## INFO  [12:39:32.659] [bbotk]      4     8  904.8639     0.7194604  129.1600        32.29000
## INFO  [12:39:32.659] [bbotk]      1     8  886.0000     0.7200000  568.4346        35.07982
## INFO  [12:39:32.659] [bbotk]      1     8  889.4603     0.7200000  129.1600        32.29000
## INFO  [12:39:32.659] [bbotk]      1     8  886.0000     0.7200000  129.1600        34.16417
## INFO  [12:39:32.659] [bbotk]      1     8  907.1997     0.7200000  129.1600        32.29000
## INFO  [12:39:32.659] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:32.659] [bbotk]      1     8  908.3657     0.7447690  341.1048        32.29000
## INFO  [12:39:32.659] [bbotk]      1     8  902.5595     0.7200000  129.1600        32.29000
## INFO  [12:39:32.659] [bbotk]      9     8  991.2619     0.7200000  129.5162        26.69264
## INFO  [12:39:32.659] [bbotk]      1     8 1010.3308     0.7200000  129.1600        32.29000
## INFO  [12:39:32.659] [bbotk]      1     8  914.0050     0.7200000  129.1600        28.10177
## INFO  [12:39:32.659] [bbotk]      1     8  886.0000     0.7251368  108.7502        22.14468
## INFO  [12:39:32.659] [bbotk]      1     8  935.4217     0.7200000  129.1600        32.29000
## INFO  [12:39:32.659] [bbotk]      1     8  888.0267     0.7200000  129.1600        32.29000
## INFO  [12:39:32.659] [bbotk]      1     7  886.0000     0.7308861  129.1600        32.29000
## INFO  [12:39:32.659] [bbotk]      1     5  880.4146     0.6790057  855.4386        28.09322
## INFO  [12:39:32.659] [bbotk]      1     8  886.0000     0.6869830  129.1600        32.29000
## INFO  [12:39:32.659] [bbotk]      1     3  886.0000     0.7200000  129.1600        35.01400
## INFO  [12:39:32.659] [bbotk]      1     8  919.6524     0.7200000  129.1600        32.29000
## INFO  [12:39:32.659] [bbotk]  medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO  [12:39:32.659] [bbotk]           27.23321         33.05000         29.44609  79  NA 1561        0.05
## INFO  [12:39:32.659] [bbotk]           32.81500         33.05000         21.77368  79  NA 1562        0.05
## INFO  [12:39:32.659] [bbotk]           33.26410         33.05000         30.72208  79  NA 1563        0.15
## INFO  [12:39:32.659] [bbotk]           31.94585         32.48733         28.75370  79  NA 1564        0.10
## INFO  [12:39:32.659] [bbotk]           24.65196         33.05000         28.52153  79  NA 1565        0.15
## INFO  [12:39:32.659] [bbotk]           32.81500         30.97520         30.48000  79  NA 1566        0.05
## INFO  [12:39:32.659] [bbotk]           36.04727         29.85655         26.72366  79  NA 1567        0.20
## INFO  [12:39:32.659] [bbotk]           32.81500         33.05000         30.48000  79  NA 1568        0.15
## INFO  [12:39:32.659] [bbotk]           23.77088         34.62628         30.23685  79  NA 1569        0.00
## INFO  [12:39:32.659] [bbotk]           26.20173         30.98023         30.48000  79  NA 1570        0.05
## INFO  [12:39:32.659] [bbotk]           32.81500         27.39234         30.48000  79  NA 1571        0.35
## INFO  [12:39:32.659] [bbotk]           32.81500         33.05000         30.48000  79  NA 1572        0.10
## INFO  [12:39:32.659] [bbotk]           32.81500         33.05000         30.48000  79  NA 1573        0.15
## INFO  [12:39:32.659] [bbotk]           32.81500         31.05985         24.74870  79  NA 1574        0.10
## INFO  [12:39:32.659] [bbotk]           32.81500         33.05000         30.48000  79  NA 1575        0.10
## INFO  [12:39:32.659] [bbotk]           24.14502         33.05000         27.59978  79  NA 1576        0.00
## INFO  [12:39:32.659] [bbotk]           32.81500         33.05000         26.99065  79  NA 1577        0.05
## INFO  [12:39:32.659] [bbotk]           32.81500         24.06440         30.48000  79  NA 1578        0.25
## INFO  [12:39:32.659] [bbotk]           32.81500         31.59491         30.48000  79  NA 1579        0.05
## INFO  [12:39:32.659] [bbotk]           32.81500         33.05000         30.48000  79  NA 1580        0.10
## INFO  [12:39:32.659] [bbotk]  dist_x_interest no_changed dist_train
## INFO  [12:39:32.659] [bbotk]     0.0970792280          5  0.1834009
## INFO  [12:39:32.659] [bbotk]     0.1094061016          4  0.2438981
## INFO  [12:39:32.659] [bbotk]     0.0415729618          4  0.1886914
## INFO  [12:39:32.659] [bbotk]     0.0150361582          4  0.1503747
## INFO  [12:39:32.659] [bbotk]     0.0491880735          3  0.1742701
## INFO  [12:39:32.659] [bbotk]     0.0139766403          2  0.1503644
## INFO  [12:39:32.659] [bbotk]     0.0413849206          3  0.1757136
## INFO  [12:39:32.659] [bbotk]     0.0250874056          3  0.1704310
## INFO  [12:39:32.659] [bbotk]     0.0470723766          4  0.1742748
## INFO  [12:39:32.659] [bbotk]     0.1511751935          6  0.2341934
## INFO  [12:39:32.659] [bbotk]     0.0616849919          2  0.1868033
## INFO  [12:39:32.659] [bbotk]     0.0270862240          2  0.1516235
## INFO  [12:39:32.659] [bbotk]     0.0436754605          3  0.1855345
## INFO  [12:39:32.659] [bbotk]     0.0525532457          3  0.1626757
## INFO  [12:39:32.659] [bbotk]     0.0007181815          1  0.1493297
## INFO  [12:39:32.659] [bbotk]     0.1087143405          4  0.1932176
## INFO  [12:39:32.659] [bbotk]     0.1471974408          6  0.2208057
## INFO  [12:39:32.659] [bbotk]     0.0333909241          2  0.1732332
## INFO  [12:39:32.659] [bbotk]     0.0745194510          3  0.1657249
## INFO  [12:39:32.659] [bbotk]     0.0119250139          1  0.1524160
## INFO  [12:39:32.874] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:33.025] [bbotk] Result of batch 80:
## INFO  [12:39:33.030] [bbotk]  heatF laneF    pointP reactiontimeP swimtimeP mediaParcialesP
## INFO  [12:39:33.030] [bbotk]      1     1  886.0000     0.7200000 129.16000        33.69145
## INFO  [12:39:33.030] [bbotk]      1     8  886.0000     0.6904859 281.12430        32.45241
## INFO  [12:39:33.030] [bbotk]      1     8  908.3657     0.6905773 129.16000        32.29000
## INFO  [12:39:33.030] [bbotk]      1     6  886.0000     0.6935079 129.16000        33.17097
## INFO  [12:39:33.030] [bbotk]      1     8  996.0304     0.7200000 129.16000        32.29000
## INFO  [12:39:33.030] [bbotk]      1     8  908.3657     0.7200000 129.16000        32.29000
## INFO  [12:39:33.030] [bbotk]      1     3  886.0000     0.7200000 129.16000        32.29000
## INFO  [12:39:33.030] [bbotk]      1     8  906.9228     0.7200000  95.44021        32.29000
## INFO  [12:39:33.030] [bbotk]      1     8  886.0000     0.7200000 129.16000        32.29000
## INFO  [12:39:33.030] [bbotk]      1     1  906.9228     0.7200000 129.16000        32.29000
## INFO  [12:39:33.030] [bbotk]      1     8  901.3415     0.7200000 129.16000        32.29000
## INFO  [12:39:33.030] [bbotk]      1     8  886.0000     0.7200000 129.16000        32.29000
## INFO  [12:39:33.030] [bbotk]      1     3 1021.2332     0.7200000 129.16000        34.50974
## INFO  [12:39:33.030] [bbotk]     11     8  985.7968     0.6914777 129.16000        25.42724
## INFO  [12:39:33.030] [bbotk]     10     8  886.0000     0.7200000 858.24959        32.29000
## INFO  [12:39:33.030] [bbotk]      1     8  886.0000     0.7200000 129.16000        32.29000
## INFO  [12:39:33.030] [bbotk]      1     8  886.0000     0.7200000 129.16000        32.29000
## INFO  [12:39:33.030] [bbotk]      1     8  904.5523     0.7200000 129.16000        32.29000
## INFO  [12:39:33.030] [bbotk]      1     8  919.6524     0.7200000 129.16000        30.67926
## INFO  [12:39:33.030] [bbotk]      1     8  886.0000     0.7200000 129.16000        22.87731
## INFO  [12:39:33.030] [bbotk]  medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO  [12:39:33.030] [bbotk]           24.07355         32.72026         26.93257  80  NA 1581        0.05
## INFO  [12:39:33.030] [bbotk]           32.81500         31.63117         30.31508  80  NA 1582        0.10
## INFO  [12:39:33.030] [bbotk]           32.81500         30.95111         28.49535  80  NA 1583        0.00
## INFO  [12:39:33.030] [bbotk]           32.81500         34.40528         29.21125  80  NA 1584        0.10
## INFO  [12:39:33.030] [bbotk]           25.75533         26.03286         24.67461  80  NA 1585        0.30
## INFO  [12:39:33.030] [bbotk]           32.81500         30.95111         30.48000  80  NA 1586        0.10
## INFO  [12:39:33.030] [bbotk]           32.81500         33.05000         27.54743  80  NA 1587        0.10
## INFO  [12:39:33.030] [bbotk]           32.81500         24.67375         30.48000  80  NA 1588        0.35
## INFO  [12:39:33.030] [bbotk]           32.19481         33.05000         29.91799  80  NA 1589        0.00
## INFO  [12:39:33.030] [bbotk]           32.81500         33.05000         30.48000  80  NA 1590        0.15
## INFO  [12:39:33.030] [bbotk]           27.84125         33.05000         23.73705  80  NA 1591        0.10
## INFO  [12:39:33.030] [bbotk]           32.81500         30.95111         30.48000  80  NA 1592        0.10
## INFO  [12:39:33.030] [bbotk]           32.81500         33.05000         27.48951  80  NA 1593        0.00
## INFO  [12:39:33.030] [bbotk]           22.17945         33.05000         30.48000  80  NA 1594        0.05
## INFO  [12:39:33.030] [bbotk]           32.81500         33.05000         30.48000  80  NA 1595        0.05
## INFO  [12:39:33.030] [bbotk]           32.81500         30.98023         28.61082  80  NA 1596        0.10
## INFO  [12:39:33.030] [bbotk]           32.81500         32.11699         30.48000  80  NA 1597        0.15
## INFO  [12:39:33.030] [bbotk]           32.81500         25.88211         28.51278  80  NA 1598        0.20
## INFO  [12:39:33.030] [bbotk]           32.55344         33.05000         29.57875  80  NA 1599        0.00
## INFO  [12:39:33.030] [bbotk]           32.19481         24.73757         30.48000  80  NA 1600        0.25
## INFO  [12:39:33.030] [bbotk]  dist_x_interest no_changed dist_train
## INFO  [12:39:33.030] [bbotk]      0.117340231          5 0.14650168
## INFO  [12:39:33.030] [bbotk]      0.020141768          5 0.16433679
## INFO  [12:39:33.030] [bbotk]      0.029259204          4 0.13875164
## INFO  [12:39:33.030] [bbotk]      0.077369200          5 0.16510493
## INFO  [12:39:33.030] [bbotk]      0.117440332          4 0.20329963
## INFO  [12:39:33.030] [bbotk]      0.014464905          2 0.14987614
## INFO  [12:39:33.030] [bbotk]      0.073580065          2 0.16156505
## INFO  [12:39:33.030] [bbotk]      0.035598166          3 0.16722898
## INFO  [12:39:33.030] [bbotk]      0.005232895          2 0.15204140
## INFO  [12:39:33.030] [bbotk]      0.066237704          2 0.09720217
## INFO  [12:39:33.030] [bbotk]      0.058652920          3 0.17286216
## INFO  [12:39:33.030] [bbotk]      0.006539409          1 0.15656837
## INFO  [12:39:33.030] [bbotk]      0.130888535          4 0.21291775
## INFO  [12:39:33.030] [bbotk]      0.168210581          5 0.25480512
## INFO  [12:39:33.030] [bbotk]      0.103938003          2 0.25396696
## INFO  [12:39:33.030] [bbotk]      0.015854297          2 0.15099443
## INFO  [12:39:33.030] [bbotk]      0.002906933          1 0.15293589
## INFO  [12:39:33.030] [bbotk]      0.038805758          3 0.15998608
## INFO  [12:39:33.030] [bbotk]      0.024074751          4 0.14026629
## INFO  [12:39:33.030] [bbotk]      0.066874567          3 0.19274082
## INFO  [12:39:33.211] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:33.339] [bbotk] Result of batch 81:
## INFO  [12:39:33.344] [bbotk]  heatF laneF    pointP reactiontimeP swimtimeP mediaParcialesP
## INFO  [12:39:33.344] [bbotk]      8     0  886.0000     0.6634985 159.01601        22.60937
## INFO  [12:39:33.344] [bbotk]      1     8  886.0000     0.6980204 129.16000        32.29000
## INFO  [12:39:33.344] [bbotk]      1     8  911.6602     0.7200000 129.16000        32.20514
## INFO  [12:39:33.344] [bbotk]      1     8  904.0883     0.7200000 129.16000        32.29000
## INFO  [12:39:33.344] [bbotk]      1     9  867.4369     0.7118047 144.12988        32.29000
## INFO  [12:39:33.344] [bbotk]      7     8  906.9228     0.7200000 469.94337        32.29000
## INFO  [12:39:33.344] [bbotk]      4     8  886.0000     0.7200000 919.40887        32.06428
## INFO  [12:39:33.344] [bbotk]      1     6  886.0000     0.7200000 129.16000        32.29000
## INFO  [12:39:33.344] [bbotk]      8     8  906.9228     0.7200000 129.16000        32.91739
## INFO  [12:39:33.344] [bbotk]      1     6  998.9500     0.7200000 129.16000        32.29000
## INFO  [12:39:33.344] [bbotk]     10     8  979.0442     0.7200000 129.16000        32.29000
## INFO  [12:39:33.344] [bbotk]     11     8  888.0267     0.7200000 129.16000        32.62972
## INFO  [12:39:33.344] [bbotk]      1     8  886.0000     0.7200000 129.16000        32.29000
## INFO  [12:39:33.344] [bbotk]      1     8  906.9228     0.7200000 129.16000        32.29000
## INFO  [12:39:33.344] [bbotk]      1     6  886.0000     0.7200000 129.16000        32.29000
## INFO  [12:39:33.344] [bbotk]      1     8  908.3657     0.7200000 129.16000        24.19570
## INFO  [12:39:33.344] [bbotk]      1     8 1011.1486     0.7166187 129.16000        32.29000
## INFO  [12:39:33.344] [bbotk]      1     1  921.5742     0.7200000  72.99066        32.29000
## INFO  [12:39:33.344] [bbotk]      1     8  908.3657     0.7200000 129.16000        32.29000
## INFO  [12:39:33.344] [bbotk]      1     8  929.1347     0.7200000 129.16000        31.39108
## INFO  [12:39:33.344] [bbotk]  medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO  [12:39:33.344] [bbotk]           36.31733         35.65034         30.48000  81  NA 1601        0.25
## INFO  [12:39:33.344] [bbotk]           32.81500         26.47183         31.16434  81  NA 1602        0.35
## INFO  [12:39:33.344] [bbotk]           32.81500         32.65931         30.48000  81  NA 1603        0.10
## INFO  [12:39:33.344] [bbotk]           32.81500         33.05000         28.34670  81  NA 1604        0.00
## INFO  [12:39:33.344] [bbotk]           32.19481         33.05000         30.48000  81  NA 1605        0.10
## INFO  [12:39:33.344] [bbotk]           32.81500         33.05000         30.48000  81  NA 1606        0.00
## INFO  [12:39:33.344] [bbotk]           32.81500         33.05000         28.87404  81  NA 1607        0.15
## INFO  [12:39:33.344] [bbotk]           32.81500         33.05000         21.53176  81  NA 1608        0.15
## INFO  [12:39:33.344] [bbotk]           32.81500         33.05000         32.10291  81  NA 1609        0.15
## INFO  [12:39:33.344] [bbotk]           32.19481         33.05000         29.91799  81  NA 1610        0.00
## INFO  [12:39:33.344] [bbotk]           35.94832         33.00907         30.48000  81  NA 1611        0.30
## INFO  [12:39:33.344] [bbotk]           25.81556         28.58978         30.48000  81  NA 1612        0.20
## INFO  [12:39:33.344] [bbotk]           32.81500         33.05000         30.48000  81  NA 1613        0.10
## INFO  [12:39:33.344] [bbotk]           32.81500         30.98023         28.61082  81  NA 1614        0.00
## INFO  [12:39:33.344] [bbotk]           32.81500         33.05000         22.98725  81  NA 1615        0.15
## INFO  [12:39:33.344] [bbotk]           32.81500         30.95111         28.49535  81  NA 1616        0.00
## INFO  [12:39:33.344] [bbotk]           32.81500         33.01407         29.40687  81  NA 1617        0.00
## INFO  [12:39:33.344] [bbotk]           32.81500         30.67400         30.48000  81  NA 1618        0.15
## INFO  [12:39:33.344] [bbotk]           32.81500         30.95111         28.49535  81  NA 1619        0.00
## INFO  [12:39:33.344] [bbotk]           22.19813         33.05000         23.13893  81  NA 1620        0.20
## INFO  [12:39:33.344] [bbotk]  dist_x_interest no_changed dist_train
## INFO  [12:39:33.344] [bbotk]       0.19007820          7  0.2801681
## INFO  [12:39:33.344] [bbotk]       0.02753028          3  0.1709796
## INFO  [12:39:33.344] [bbotk]       0.01065792          3  0.1536831
## INFO  [12:39:33.344] [bbotk]       0.01714441          2  0.1523625
## INFO  [12:39:33.344] [bbotk]       0.07007179          5  0.1612772
## INFO  [12:39:33.344] [bbotk]       0.08732464          3  0.2359362
## INFO  [12:39:33.344] [bbotk]       0.11672848          4  0.2630574
## INFO  [12:39:33.344] [bbotk]       0.10385066          2  0.1918356
## INFO  [12:39:33.344] [bbotk]       0.07697498          4  0.2255865
## INFO  [12:39:33.344] [bbotk]       0.10408124          4  0.1906488
## INFO  [12:39:33.344] [bbotk]       0.10407190          4  0.2388169
## INFO  [12:39:33.344] [bbotk]       0.10197147          5  0.2282118
## INFO  [12:39:33.344] [bbotk]       0.00000000          0  0.1500290
## INFO  [12:39:33.344] [bbotk]       0.02326847          3  0.1435803
## INFO  [12:39:33.344] [bbotk]       0.09652671          2  0.1845117
## INFO  [12:39:33.344] [bbotk]       0.05762017          4  0.1567717
## INFO  [12:39:33.344] [bbotk]       0.05041186          4  0.1771103
## INFO  [12:39:33.344] [bbotk]       0.08230797          4  0.1132576
## INFO  [12:39:33.344] [bbotk]       0.02445157          3  0.1435593
## INFO  [12:39:33.344] [bbotk]       0.09707689          4  0.1892779
## INFO  [12:39:33.515] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:33.646] [bbotk] Result of batch 82:
## INFO  [12:39:33.651] [bbotk]  heatF laneF   pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO  [12:39:33.651] [bbotk]      1     8 908.3657     0.7200000 129.16000        32.29000          32.81500
## INFO  [12:39:33.651] [bbotk]      1     8 886.0000     0.7200000 129.16000        26.36592          32.81500
## INFO  [12:39:33.651] [bbotk]      1     8 906.9228     0.7200000 129.16000        32.29000          32.81500
## INFO  [12:39:33.651] [bbotk]      5     2 951.4714     0.7200000 853.77010        32.29000          32.81500
## INFO  [12:39:33.651] [bbotk]      1     8 886.0000     0.7537894 129.16000        32.29000          32.81500
## INFO  [12:39:33.651] [bbotk]      3     4 948.6632     0.6465644 129.16000        32.29000          32.81500
## INFO  [12:39:33.651] [bbotk]      1     8 906.2844     0.7078865 129.16000        29.87827          32.81500
## INFO  [12:39:33.651] [bbotk]      1     2 886.0844     0.7200000 129.16000        27.48365          32.81500
## INFO  [12:39:33.651] [bbotk]      1     8 908.3657     0.7200000 129.16000        32.29000          32.81500
## INFO  [12:39:33.651] [bbotk]      1     8 888.0267     0.7200000 437.31843        32.53583          26.35816
## INFO  [12:39:33.651] [bbotk]      1     8 886.0000     0.7200000  79.66169        32.29000          25.67177
## INFO  [12:39:33.651] [bbotk]      1     8 886.0000     0.7200000 393.97929        32.29000          33.46244
## INFO  [12:39:33.651] [bbotk]      1     8 886.0000     0.7200000 129.16000        33.08204          32.81500
## INFO  [12:39:33.651] [bbotk]      1     8 899.8214     0.7200000 129.16000        32.29000          32.81500
## INFO  [12:39:33.651] [bbotk]      1     6 909.2078     0.6935079 129.16000        32.29000          32.81500
## INFO  [12:39:33.651] [bbotk]      1     3 864.4628     0.7200000 129.16000        26.95593          32.81500
## INFO  [12:39:33.651] [bbotk]      1     8 886.0000     0.7200000 129.16000        32.29000          32.81500
## INFO  [12:39:33.651] [bbotk]      1     8 906.9228     0.7200000 129.16000        32.29000          32.81500
## INFO  [12:39:33.651] [bbotk]      1     8 886.0000     0.7200000 129.16000        32.29000          32.81500
## INFO  [12:39:33.651] [bbotk]      1     8 951.1392     0.7418513 129.16000        32.29000          32.81500
## INFO  [12:39:33.651] [bbotk]  maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO  [12:39:33.651] [bbotk]          30.95111         30.48000  82  NA 1621        0.10     0.014464905
## INFO  [12:39:33.651] [bbotk]          33.05000         32.13513  82  NA 1622        0.15     0.032604066
## INFO  [12:39:33.651] [bbotk]          33.05000         30.48000  82  NA 1623        0.05     0.007414174
## INFO  [12:39:33.651] [bbotk]          33.05000         30.48000  82  NA 1624        0.05     0.185684715
## INFO  [12:39:33.651] [bbotk]          33.05000         28.61082  82  NA 1625        0.25     0.014926749
## INFO  [12:39:33.651] [bbotk]          33.05000         29.63120  82  NA 1626        0.05     0.156122671
## INFO  [12:39:33.651] [bbotk]          33.05000         30.48000  82  NA 1627        0.05     0.019050023
## INFO  [12:39:33.651] [bbotk]          33.05000         31.60941  82  NA 1628        0.20     0.084231912
## INFO  [12:39:33.651] [bbotk]          33.05000         28.49535  82  NA 1629        0.05     0.017912157
## INFO  [12:39:33.651] [bbotk]          33.05000         24.57236  82  NA 1630        0.30     0.075557852
## INFO  [12:39:33.651] [bbotk]          33.05000         24.71797  82  NA 1631        0.30     0.059755844
## INFO  [12:39:33.651] [bbotk]          33.05000         29.91799  82  NA 1632        0.10     0.021724984
## INFO  [12:39:33.651] [bbotk]          33.05000         30.48000  82  NA 1633        0.15     0.003245600
## INFO  [12:39:33.651] [bbotk]          33.05000         30.48000  82  NA 1634        0.05     0.004897744
## INFO  [12:39:33.651] [bbotk]          28.63851         30.48000  82  NA 1635        0.25     0.085120857
## INFO  [12:39:33.651] [bbotk]          33.05000         31.46270  82  NA 1636        0.10     0.093258143
## INFO  [12:39:33.651] [bbotk]          33.05000         30.48000  82  NA 1637        0.10     0.000000000
## INFO  [12:39:33.651] [bbotk]          30.98023         28.61082  82  NA 1638        0.00     0.023268471
## INFO  [12:39:33.651] [bbotk]          26.09301         25.13482  82  NA 1639        0.25     0.048572270
## INFO  [12:39:33.651] [bbotk]          30.98023         28.61082  82  NA 1640        0.00     0.042507408
## INFO  [12:39:33.651] [bbotk]  no_changed dist_train
## INFO  [12:39:33.651] [bbotk]           2  0.1498761
## INFO  [12:39:33.651] [bbotk]           2  0.1769890
## INFO  [12:39:33.651] [bbotk]           1  0.1560257
## INFO  [12:39:33.651] [bbotk]           4  0.2754727
## INFO  [12:39:33.651] [bbotk]           2  0.1584673
## INFO  [12:39:33.651] [bbotk]           5  0.1894071
## INFO  [12:39:33.651] [bbotk]           3  0.1452910
## INFO  [12:39:33.651] [bbotk]           4  0.1751316
## INFO  [12:39:33.651] [bbotk]           2  0.1500987
## INFO  [12:39:33.651] [bbotk]           5  0.1992035
## INFO  [12:39:33.651] [bbotk]           3  0.1787121
## INFO  [12:39:33.651] [bbotk]           3  0.1679131
## INFO  [12:39:33.651] [bbotk]           1  0.1532746
## INFO  [12:39:33.651] [bbotk]           1  0.1535093
## INFO  [12:39:33.651] [bbotk]           4  0.1749089
## INFO  [12:39:33.651] [bbotk]           4  0.1842177
## INFO  [12:39:33.651] [bbotk]           0  0.1500290
## INFO  [12:39:33.651] [bbotk]           3  0.1435803
## INFO  [12:39:33.651] [bbotk]           2  0.1829009
## INFO  [12:39:33.651] [bbotk]           4  0.1521337
## INFO  [12:39:33.874] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:34.025] [bbotk] Result of batch 83:
## INFO  [12:39:34.030] [bbotk]  heatF laneF   pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO  [12:39:34.030] [bbotk]      6     8 870.0852     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:34.030] [bbotk]      1     8 888.0267     0.7200000  129.1600        32.29000          32.19481
## INFO  [12:39:34.030] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          35.76556
## INFO  [12:39:34.030] [bbotk]      3     8 886.0000     0.7200000  911.4509        32.29000          32.81500
## INFO  [12:39:34.030] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:34.030] [bbotk]      1     8 906.9228     0.7469341  832.0027        32.29000          32.81500
## INFO  [12:39:34.030] [bbotk]      1     5 886.0000     0.7200000  129.1600        22.22099          31.90055
## INFO  [12:39:34.030] [bbotk]      1     8 886.0000     0.7200000  732.3749        32.29000          32.81500
## INFO  [12:39:34.030] [bbotk]      4     8 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:34.030] [bbotk]      1     8 886.0000     0.7200000  129.1600        29.16039          32.81500
## INFO  [12:39:34.030] [bbotk]      1     8 908.3657     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:34.030] [bbotk]      1     0 901.3415     0.6573891  129.1600        29.56755          32.81500
## INFO  [12:39:34.030] [bbotk]      1     8 861.4400     0.7200000  148.9413        30.79651          29.81993
## INFO  [12:39:34.030] [bbotk]      1     8 919.6524     0.7200000  129.1600        30.67926          32.55344
## INFO  [12:39:34.030] [bbotk]      1     8 870.3537     0.7200000   90.1878        32.29000          32.81500
## INFO  [12:39:34.030] [bbotk]      1     3 880.7374     0.7200000  386.4167        32.29000          32.81500
## INFO  [12:39:34.030] [bbotk]      3     8 906.9228     0.7200000  129.1600        21.49438          32.81500
## INFO  [12:39:34.030] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:34.030] [bbotk]      1     8 886.0000     0.7195083  129.1600        29.40885          32.81500
## INFO  [12:39:34.030] [bbotk]      1     7 912.3099     0.7200000  129.1600        22.16175          32.81500
## INFO  [12:39:34.030] [bbotk]  maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO  [12:39:34.030] [bbotk]          32.30511         30.48000  83  NA 1641        0.15     0.066783901
## INFO  [12:39:34.030] [bbotk]          33.05000         30.48000  83  NA 1642        0.05     0.003123062
## INFO  [12:39:34.030] [bbotk]          30.95111         30.48000  83  NA 1643        0.15     0.017980552
## INFO  [12:39:34.030] [bbotk]          33.05000         30.48000  83  NA 1644        0.05     0.107229982
## INFO  [12:39:34.030] [bbotk]          30.98023         30.48000  83  NA 1645        0.10     0.006448695
## INFO  [12:39:34.030] [bbotk]          30.98023         28.61082  83  NA 1646        0.00     0.071159836
## INFO  [12:39:34.030] [bbotk]          33.05000         30.86983  83  NA 1647        0.10     0.105591572
## INFO  [12:39:34.030] [bbotk]          33.05000         26.89188  83  NA 1648        0.15     0.055380897
## INFO  [12:39:34.030] [bbotk]          32.89888         30.48000  83  NA 1649        0.10     0.059294377
## INFO  [12:39:34.030] [bbotk]          33.05000         29.09012  83  NA 1650        0.15     0.019818231
## INFO  [12:39:34.030] [bbotk]          30.95111         28.49535  83  NA 1651        0.00     0.024451565
## INFO  [12:39:34.030] [bbotk]          33.05000         27.49791  83  NA 1652        0.05     0.100652188
## INFO  [12:39:34.030] [bbotk]          33.05000         31.21434  83  NA 1653        0.15     0.031355981
## INFO  [12:39:34.030] [bbotk]          33.05000         30.48000  83  NA 1654        0.05     0.019539690
## INFO  [12:39:34.030] [bbotk]          34.32901         30.89930  83  NA 1655        0.20     0.014050763
## INFO  [12:39:34.030] [bbotk]          33.05000         30.48000  83  NA 1656        0.00     0.076606869
## INFO  [12:39:34.030] [bbotk]          22.24774         28.61082  83  NA 1657        0.15     0.153537402
## INFO  [12:39:34.030] [bbotk]          30.98023         28.61082  83  NA 1658        0.10     0.015854297
## INFO  [12:39:34.030] [bbotk]          33.05000         32.71023  83  NA 1659        0.15     0.023109044
## INFO  [12:39:34.030] [bbotk]          33.05000         32.11241  83  NA 1660        0.15     0.117864148
## INFO  [12:39:34.030] [bbotk]  no_changed dist_train
## INFO  [12:39:34.030] [bbotk]           3  0.2168129
## INFO  [12:39:34.030] [bbotk]           2  0.1517346
## INFO  [12:39:34.030] [bbotk]           2  0.1673891
## INFO  [12:39:34.030] [bbotk]           2  0.2572589
## INFO  [12:39:34.030] [bbotk]           1  0.1564777
## INFO  [12:39:34.030] [bbotk]           5  0.1914716
## INFO  [12:39:34.030] [bbotk]           4  0.1965511
## INFO  [12:39:34.030] [bbotk]           2  0.2021894
## INFO  [12:39:34.030] [bbotk]           2  0.2093233
## INFO  [12:39:34.030] [bbotk]           2  0.1502155
## INFO  [12:39:34.030] [bbotk]           3  0.1435593
## INFO  [12:39:34.030] [bbotk]           5  0.1631998
## INFO  [12:39:34.030] [bbotk]           5  0.1605015
## INFO  [12:39:34.030] [bbotk]           3  0.1448014
## INFO  [12:39:34.030] [bbotk]           4  0.1568994
## INFO  [12:39:34.030] [bbotk]           3  0.1678123
## INFO  [12:39:34.030] [bbotk]           5  0.2530815
## INFO  [12:39:34.030] [bbotk]           2  0.1509944
## INFO  [12:39:34.030] [bbotk]           3  0.1673332
## INFO  [12:39:34.030] [bbotk]           4  0.2074063
## INFO  [12:39:34.201] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:34.347] [bbotk] Result of batch 84:
## INFO  [12:39:34.353] [bbotk]  heatF laneF   pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO  [12:39:34.353] [bbotk]      1     8 908.3232     0.7200000 129.16000        33.78282          21.79213
## INFO  [12:39:34.353] [bbotk]      1     8 906.9721     0.7200000 129.16000        32.29000          32.81500
## INFO  [12:39:34.353] [bbotk]      1     8 886.0000     0.7200000 129.16000        32.29000          32.81500
## INFO  [12:39:34.353] [bbotk]      1     8 938.3181     0.7200000 303.40989        32.29000          32.81500
## INFO  [12:39:34.353] [bbotk]      1     8 984.3072     0.7200000 129.16000        28.94197          32.81500
## INFO  [12:39:34.353] [bbotk]      1     8 906.9228     0.7200000 129.16000        32.29000          32.81500
## INFO  [12:39:34.353] [bbotk]     11     8 886.0000     0.7200000 129.16000        32.29000          32.81500
## INFO  [12:39:34.353] [bbotk]      2     0 886.0000     0.7200000 129.16000        32.29000          32.81500
## INFO  [12:39:34.353] [bbotk]      1     8 875.5110     0.7200000 129.16000        32.29000          27.02483
## INFO  [12:39:34.353] [bbotk]      1     8 906.9460     0.7020235 129.16000        32.29000          32.81500
## INFO  [12:39:34.353] [bbotk]      1     1 899.8214     0.7307769 129.16000        29.78649          26.17332
## INFO  [12:39:34.353] [bbotk]      1     6 886.0000     0.7200000 898.69879        32.29000          32.81500
## INFO  [12:39:34.353] [bbotk]      1     8 886.0000     0.7200000 129.16000        33.09201          32.81500
## INFO  [12:39:34.353] [bbotk]      1     8 886.0000     0.6606824 129.16000        32.29000          32.81500
## INFO  [12:39:34.353] [bbotk]      1     8 886.0000     0.6572260  72.13911        32.29000          32.81500
## INFO  [12:39:34.353] [bbotk]      3     8 983.2796     0.7200000 502.80213        32.29000          32.81500
## INFO  [12:39:34.353] [bbotk]      1     8 905.4723     0.6890459 129.16000        30.67926          32.55344
## INFO  [12:39:34.353] [bbotk]     12     8 888.0267     0.7200000 263.53303        21.97030          23.29951
## INFO  [12:39:34.353] [bbotk]      1     8 886.0000     0.7200000 129.16000        32.29000          32.81500
## INFO  [12:39:34.353] [bbotk]      1     8 900.8227     0.7200000 129.16000        32.29000          32.81500
## INFO  [12:39:34.353] [bbotk]  maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO  [12:39:34.353] [bbotk]          33.05000         27.60707  84  NA 1661        0.05     0.071226592
## INFO  [12:39:34.353] [bbotk]          33.05000         28.51831  84  NA 1662        0.00     0.017302770
## INFO  [12:39:34.353] [bbotk]          33.05000         28.61082  84  NA 1663        0.20     0.009405602
## INFO  [12:39:34.353] [bbotk]          33.05000         30.48000  84  NA 1664        0.10     0.029321559
## INFO  [12:39:34.353] [bbotk]          33.05000         30.48000  84  NA 1665        0.10     0.048555448
## INFO  [12:39:34.353] [bbotk]          30.98023         28.61082  84  NA 1666        0.00     0.023268471
## INFO  [12:39:34.353] [bbotk]          30.95111         27.75573  84  NA 1667        0.10     0.079071341
## INFO  [12:39:34.353] [bbotk]          33.05000         29.91799  84  NA 1668        0.10     0.120475074
## INFO  [12:39:34.353] [bbotk]          33.05000         30.48000  84  NA 1669        0.10     0.026168946
## INFO  [12:39:34.353] [bbotk]          33.05000         28.48326  84  NA 1670        0.00     0.020407217
## INFO  [12:39:34.353] [bbotk]          35.45051         30.48000  84  NA 1671        0.05     0.108974113
## INFO  [12:39:34.353] [bbotk]          25.33585         29.74548  84  NA 1672        0.20     0.134171589
## INFO  [12:39:34.353] [bbotk]          33.05000         29.45604  84  NA 1673        0.15     0.008438960
## INFO  [12:39:34.353] [bbotk]          38.09453         29.63120  84  NA 1674        0.05     0.029680527
## INFO  [12:39:34.353] [bbotk]          33.49711         25.83429  84  NA 1675        0.25     0.038555535
## INFO  [12:39:34.353] [bbotk]          33.05000         28.61082  84  NA 1676        0.00     0.125821151
## INFO  [12:39:34.353] [bbotk]          25.97583         30.48000  84  NA 1677        0.20     0.041613377
## INFO  [12:39:34.353] [bbotk]          34.49865         29.91799  84  NA 1678        0.05     0.154383228
## INFO  [12:39:34.353] [bbotk]          33.05000         30.48000  84  NA 1679        0.10     0.000000000
## INFO  [12:39:34.353] [bbotk]          25.47155         25.63046  84  NA 1680        0.15     0.053267070
## INFO  [12:39:34.353] [bbotk]  no_changed dist_train
## INFO  [12:39:34.353] [bbotk]           4  0.1804878
## INFO  [12:39:34.353] [bbotk]           2  0.1504770
## INFO  [12:39:34.353] [bbotk]           1  0.1562141
## INFO  [12:39:34.353] [bbotk]           2  0.1681488
## INFO  [12:39:34.353] [bbotk]           2  0.1674265
## INFO  [12:39:34.353] [bbotk]           3  0.1435803
## INFO  [12:39:34.353] [bbotk]           3  0.2140300
## INFO  [12:39:34.353] [bbotk]           3  0.2084601
## INFO  [12:39:34.353] [bbotk]           2  0.1675545
## INFO  [12:39:34.353] [bbotk]           3  0.1477253
## INFO  [12:39:34.353] [bbotk]           6  0.1361755
## INFO  [12:39:34.353] [bbotk]           4  0.2221566
## INFO  [12:39:34.353] [bbotk]           2  0.1552475
## INFO  [12:39:34.353] [bbotk]           3  0.1660945
## INFO  [12:39:34.353] [bbotk]           4  0.1590220
## INFO  [12:39:34.353] [bbotk]           4  0.2483448
## INFO  [12:39:34.353] [bbotk]           5  0.1531001
## INFO  [12:39:34.353] [bbotk]           7  0.2687202
## INFO  [12:39:34.353] [bbotk]           0  0.1500290
## INFO  [12:39:34.353] [bbotk]           3  0.1770906
## INFO  [12:39:34.577] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:34.708] [bbotk] Result of batch 85:
## INFO  [12:39:34.713] [bbotk]  heatF laneF   pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO  [12:39:34.713] [bbotk]      1     8 886.0000     0.7200000  275.8510        33.08204          32.81500
## INFO  [12:39:34.713] [bbotk]      1     0 888.0267     0.7200000  129.1600        32.29000          32.19481
## INFO  [12:39:34.713] [bbotk]     10     8 886.0000     0.7200000  129.1600        32.29000          31.47303
## INFO  [12:39:34.713] [bbotk]      1     8 904.0654     0.7200000  233.2651        30.88136          32.81500
## INFO  [12:39:34.713] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:34.713] [bbotk]      1     8 907.9662     0.7200000  129.1600        32.29000          24.03703
## INFO  [12:39:34.713] [bbotk]      5     9 921.7249     0.7200000  273.3817        32.29000          25.05559
## INFO  [12:39:34.713] [bbotk]     11     7 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:34.713] [bbotk]      1     8 906.9228     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:34.713] [bbotk]      1     8 908.3657     0.6905773  129.1600        32.29000          32.81500
## INFO  [12:39:34.713] [bbotk]      1     8 886.0000     0.7200000  129.1600        24.43033          31.28322
## INFO  [12:39:34.713] [bbotk]      1     8 872.0722     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:34.713] [bbotk]      8     8 886.0000     0.7200000  129.1600        29.86055          32.81500
## INFO  [12:39:34.713] [bbotk]      1     8 899.8214     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:34.713] [bbotk]      1     8 906.9228     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:34.713] [bbotk]      1     4 909.2078     0.6935079  129.1600        32.29000          32.81500
## INFO  [12:39:34.713] [bbotk]      1     8 862.7706     0.7110724  129.1600        27.61647          30.32073
## INFO  [12:39:34.713] [bbotk]      1     8 902.5487     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:34.713] [bbotk]      1     8 922.2045     0.7200000  129.1600        30.20163          32.73765
## INFO  [12:39:34.713] [bbotk]      1     8 886.0000     0.7207340  129.1600        31.67660          27.06028
## INFO  [12:39:34.713] [bbotk]  maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO  [12:39:34.713] [bbotk]          33.05000         28.90201  85  NA 1681        0.20     0.020262880
## INFO  [12:39:34.713] [bbotk]          33.05000         30.48000  85  NA 1682        0.05     0.061946591
## INFO  [12:39:34.713] [bbotk]          30.98023         30.48000  85  NA 1683        0.05     0.070475863
## INFO  [12:39:34.713] [bbotk]          33.05000         31.43642  85  NA 1684        0.10     0.023428363
## INFO  [12:39:34.713] [bbotk]          31.57231         28.49969  85  NA 1685        0.20     0.014568794
## INFO  [12:39:34.713] [bbotk]          33.86167         30.48000  85  NA 1686        0.10     0.044350434
## INFO  [12:39:34.713] [bbotk]          33.05000         30.48000  85  NA 1687        0.10     0.169318679
## INFO  [12:39:34.713] [bbotk]          30.98023         21.67822  85  NA 1688        0.00     0.168385895
## INFO  [12:39:34.713] [bbotk]          33.05000         30.48000  85  NA 1689        0.05     0.007414174
## INFO  [12:39:34.713] [bbotk]          30.95111         30.48000  85  NA 1690        0.05     0.019272543
## INFO  [12:39:34.713] [bbotk]          33.05000         30.71267  85  NA 1691        0.10     0.039317553
## INFO  [12:39:34.713] [bbotk]          33.16712         30.48000  85  NA 1692        0.15     0.005300353
## INFO  [12:39:34.713] [bbotk]          33.05000         30.48000  85  NA 1693        0.10     0.068778869
## INFO  [12:39:34.713] [bbotk]          21.46579         30.48000  85  NA 1694        0.25     0.040990128
## INFO  [12:39:34.713] [bbotk]          38.18264         30.54566  85  NA 1695        0.00     0.023736101
## INFO  [12:39:34.713] [bbotk]          33.05000         30.48000  85  NA 1696        0.05     0.071376170
## INFO  [12:39:34.713] [bbotk]          33.05000         29.80638  85  NA 1697        0.05     0.041902791
## INFO  [12:39:34.713] [bbotk]          33.05000         28.67607  85  NA 1698        0.00     0.014941448
## INFO  [12:39:34.713] [bbotk]          33.05000         30.48000  85  NA 1699        0.10     0.021686992
## INFO  [12:39:34.713] [bbotk]          33.05000         27.97920  85  NA 1700        0.15     0.037532022
## INFO  [12:39:34.713] [bbotk]  no_changed dist_train
## INFO  [12:39:34.713] [bbotk]           3  0.1670714
## INFO  [12:39:34.713] [bbotk]           3  0.1517346
## INFO  [12:39:34.713] [bbotk]           3  0.2115122
## INFO  [12:39:34.713] [bbotk]           4  0.1634216
## INFO  [12:39:34.713] [bbotk]           2  0.1533983
## INFO  [12:39:34.713] [bbotk]           3  0.1701681
## INFO  [12:39:34.713] [bbotk]           5  0.2591067
## INFO  [12:39:34.713] [bbotk]           4  0.2563709
## INFO  [12:39:34.713] [bbotk]           1  0.1560257
## INFO  [12:39:34.713] [bbotk]           3  0.1450685
## INFO  [12:39:34.713] [bbotk]           3  0.1718231
## INFO  [12:39:34.713] [bbotk]           2  0.1550801
## INFO  [12:39:34.713] [bbotk]           2  0.2132092
## INFO  [12:39:34.713] [bbotk]           2  0.1818268
## INFO  [12:39:34.713] [bbotk]           3  0.1695311
## INFO  [12:39:34.713] [bbotk]           3  0.1313288
## INFO  [12:39:34.713] [bbotk]           5  0.1572473
## INFO  [12:39:34.713] [bbotk]           2  0.1512506
## INFO  [12:39:34.713] [bbotk]           3  0.1427990
## INFO  [12:39:34.713] [bbotk]           4  0.1575869
## INFO  [12:39:34.926] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:35.061] [bbotk] Result of batch 86:
## INFO  [12:39:35.068] [bbotk]  heatF laneF    pointP reactiontimeP swimtimeP mediaParcialesP
## INFO  [12:39:35.068] [bbotk]     11     8  886.0000     0.7156296 129.16000        32.29000
## INFO  [12:39:35.068] [bbotk]      1     6  886.0000     0.7200000 204.61114        32.29000
## INFO  [12:39:35.068] [bbotk]      1     8  946.2672     0.7200000 129.16000        32.29000
## INFO  [12:39:35.068] [bbotk]      4     8  886.0000     0.6994418 129.16000        32.29000
## INFO  [12:39:35.068] [bbotk]      1     8  886.0000     0.7200000 129.16000        32.29000
## INFO  [12:39:35.068] [bbotk]      2     8  877.1549     0.7200000 860.91877        35.47182
## INFO  [12:39:35.068] [bbotk]      1     3  886.0000     0.7200000 507.41817        32.29000
## INFO  [12:39:35.068] [bbotk]      1     8  906.9228     0.7200000 129.16000        32.29000
## INFO  [12:39:35.068] [bbotk]      1     1  886.0000     0.7200000 129.16000        29.52785
## INFO  [12:39:35.068] [bbotk]      2     0 1008.7024     0.7200000 129.16000        31.05420
## INFO  [12:39:35.068] [bbotk]      1     8  866.2968     0.7200000 308.31116        33.95070
## INFO  [12:39:35.068] [bbotk]      2     8  907.9434     0.7030892 129.16000        32.29000
## INFO  [12:39:35.068] [bbotk]      1     8  886.0000     0.7200000  70.80818        32.69885
## INFO  [12:39:35.068] [bbotk]      1     3 1018.4314     0.7200000 374.68211        29.73485
## INFO  [12:39:35.068] [bbotk]      1     8  902.0426     0.7200000 129.16000        32.29000
## INFO  [12:39:35.068] [bbotk]      1     8  886.0000     0.7200000 129.16000        30.86590
## INFO  [12:39:35.068] [bbotk]      1     8  890.3338     0.7200000  76.73581        23.87579
## INFO  [12:39:35.068] [bbotk]      1     8  907.4981     0.7200000 129.16000        32.29000
## INFO  [12:39:35.068] [bbotk]      1     8  886.0000     0.7200000 429.29466        32.29000
## INFO  [12:39:35.068] [bbotk]      6     8  986.1795     0.7200000 129.16000        32.29000
## INFO  [12:39:35.068] [bbotk]  medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO  [12:39:35.068] [bbotk]           32.24654         32.68346         28.48382  86  NA 1701        0.10
## INFO  [12:39:35.068] [bbotk]           32.81500         31.42760         28.60929  86  NA 1702        0.10
## INFO  [12:39:35.068] [bbotk]           32.81500         33.44096         30.48000  86  NA 1703        0.10
## INFO  [12:39:35.068] [bbotk]           32.81500         33.05000         29.24234  86  NA 1704        0.15
## INFO  [12:39:35.068] [bbotk]           32.81500         33.05000         30.48000  86  NA 1705        0.10
## INFO  [12:39:35.068] [bbotk]           32.81500         33.05000         30.48000  86  NA 1706        0.10
## INFO  [12:39:35.068] [bbotk]           32.81500         29.09107         32.73802  86  NA 1707        0.15
## INFO  [12:39:35.068] [bbotk]           32.81500         30.98023         28.61082  86  NA 1708        0.00
## INFO  [12:39:35.068] [bbotk]           32.81500         33.05000         30.48000  86  NA 1709        0.15
## INFO  [12:39:35.068] [bbotk]           32.81500         33.05000         30.48000  86  NA 1710        0.10
## INFO  [12:39:35.068] [bbotk]           32.10327         25.81397         30.48000  86  NA 1711        0.30
## INFO  [12:39:35.068] [bbotk]           21.68064         33.05000         29.81532  86  NA 1712        0.00
## INFO  [12:39:35.068] [bbotk]           32.81500         33.77183         30.48000  86  NA 1713        0.30
## INFO  [12:39:35.068] [bbotk]           27.85478         33.05000         21.50073  86  NA 1714        0.10
## INFO  [12:39:35.068] [bbotk]           32.47008         33.05000         29.43207  86  NA 1715        0.00
## INFO  [12:39:35.068] [bbotk]           32.81500         33.05000         28.85617  86  NA 1716        0.20
## INFO  [12:39:35.068] [bbotk]           34.75859         39.29807         30.04403  86  NA 1717        0.20
## INFO  [12:39:35.068] [bbotk]           32.81500         33.05000         25.27534  86  NA 1718        0.00
## INFO  [12:39:35.068] [bbotk]           32.81500         33.05000         23.11816  86  NA 1719        0.20
## INFO  [12:39:35.068] [bbotk]           32.81500         33.05000         26.81490  86  NA 1720        0.05
## INFO  [12:39:35.068] [bbotk]  dist_x_interest no_changed dist_train
## INFO  [12:39:35.068] [bbotk]      0.072928615          5  0.2128454
## INFO  [12:39:35.068] [bbotk]      0.077960468          4  0.1659454
## INFO  [12:39:35.068] [bbotk]      0.022574267          2  0.1614015
## INFO  [12:39:35.068] [bbotk]      0.068410535          3  0.2135776
## INFO  [12:39:35.068] [bbotk]      0.000000000          0  0.1500290
## INFO  [12:39:35.068] [bbotk]      0.120275867          4  0.2697699
## INFO  [12:39:35.068] [bbotk]      0.105926213          4  0.1971316
## INFO  [12:39:35.068] [bbotk]      0.023268471          3  0.1435803
## INFO  [12:39:35.068] [bbotk]      0.070142198          2  0.1022782
## INFO  [12:39:35.068] [bbotk]      0.166191754          4  0.2557339
## INFO  [12:39:35.068] [bbotk]      0.050177412          5  0.1952899
## INFO  [12:39:35.068] [bbotk]      0.115882024          5  0.2295003
## INFO  [12:39:35.068] [bbotk]      0.007535037          3  0.1558699
## INFO  [12:39:35.068] [bbotk]      0.195831665          6  0.2397290
## INFO  [12:39:35.068] [bbotk]      0.012295420          3  0.1520456
## INFO  [12:39:35.068] [bbotk]      0.014006670          2  0.1503729
## INFO  [12:39:35.068] [bbotk]      0.068456266          6  0.1988944
## INFO  [12:39:35.068] [bbotk]      0.033807645          2  0.1666091
## INFO  [12:39:35.068] [bbotk]      0.055616093          2  0.2024246
## INFO  [12:39:35.068] [bbotk]      0.112765647          3  0.2352893
## INFO  [12:39:35.302] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:35.434] [bbotk] Result of batch 87:
## INFO  [12:39:35.439] [bbotk]  heatF laneF    pointP reactiontimeP swimtimeP mediaParcialesP
## INFO  [12:39:35.439] [bbotk]      1     8  886.0000     0.6127137 129.16000        32.29000
## INFO  [12:39:35.439] [bbotk]     11     8  873.5152     0.7070398 129.16000        21.91420
## INFO  [12:39:35.439] [bbotk]      6     8  874.6346     0.7303482 262.42824        32.29000
## INFO  [12:39:35.439] [bbotk]      1     8  978.7688     0.7200000 129.16000        32.29000
## INFO  [12:39:35.439] [bbotk]      8     4  977.1113     0.7200000 129.16000        30.49398
## INFO  [12:39:35.439] [bbotk]      7     8  906.9228     0.6902447  66.85035        32.29000
## INFO  [12:39:35.439] [bbotk]      1     8 1014.9343     0.7148115 129.16000        32.04666
## INFO  [12:39:35.439] [bbotk]      1     5 1009.4191     0.7200000 129.16000        32.29000
## INFO  [12:39:35.439] [bbotk]     11     8  902.5487     0.7200000 129.16000        32.29000
## INFO  [12:39:35.439] [bbotk]      1     8  914.0050     0.7200000 129.16000        32.29000
## INFO  [12:39:35.439] [bbotk]      1     5  886.0000     0.7049859 129.16000        32.29000
## INFO  [12:39:35.439] [bbotk]      1     4 1006.6075     0.6916017 129.16000        29.78029
## INFO  [12:39:35.439] [bbotk]      1     8  901.1660     0.7200000 129.16000        24.34775
## INFO  [12:39:35.439] [bbotk]      1     8  886.0000     0.7200000 129.16000        33.13695
## INFO  [12:39:35.439] [bbotk]     10     8  919.0848     0.7200000 129.16000        32.29000
## INFO  [12:39:35.439] [bbotk]      1     8  880.5215     0.7200000 129.16000        32.29000
## INFO  [12:39:35.439] [bbotk]      1     8  886.0000     0.7200000 129.16000        32.29000
## INFO  [12:39:35.439] [bbotk]      1     8  901.3415     0.6606824 129.16000        32.29000
## INFO  [12:39:35.439] [bbotk]      1     4  886.0000     0.6990704 129.16000        32.29000
## INFO  [12:39:35.439] [bbotk]      1     8  902.5125     0.7200000 129.16000        32.78306
## INFO  [12:39:35.439] [bbotk]  medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO  [12:39:35.439] [bbotk]           32.81500         33.05000         30.48000  87  NA 1721        0.10
## INFO  [12:39:35.439] [bbotk]           32.81500         30.95111         28.49535  87  NA 1722        0.10
## INFO  [12:39:35.439] [bbotk]           32.81500         33.05000         28.40927  87  NA 1723        0.20
## INFO  [12:39:35.439] [bbotk]           32.81500         33.05000         30.76549  87  NA 1724        0.15
## INFO  [12:39:35.439] [bbotk]           32.81500         33.05000         29.35389  87  NA 1725        0.00
## INFO  [12:39:35.439] [bbotk]           32.81500         33.05000         24.39990  87  NA 1726        0.20
## INFO  [12:39:35.439] [bbotk]           23.72275         33.73252         30.48000  87  NA 1727        0.10
## INFO  [12:39:35.439] [bbotk]           32.81500         37.45817         28.61082  87  NA 1728        0.00
## INFO  [12:39:35.439] [bbotk]           32.81500         30.67990         28.67607  87  NA 1729        0.00
## INFO  [12:39:35.439] [bbotk]           25.07738         23.50584         30.48000  87  NA 1730        0.30
## INFO  [12:39:35.439] [bbotk]           32.81500         32.56717         31.83071  87  NA 1731        0.15
## INFO  [12:39:35.439] [bbotk]           32.81500         27.20340         29.60135  87  NA 1732        0.25
## INFO  [12:39:35.439] [bbotk]           32.81500         33.05000         30.48000  87  NA 1733        0.05
## INFO  [12:39:35.439] [bbotk]           32.81500         33.05000         30.48000  87  NA 1734        0.15
## INFO  [12:39:35.439] [bbotk]           32.81500         21.55507         30.48000  87  NA 1735        0.30
## INFO  [12:39:35.439] [bbotk]           32.81500         30.99942         30.48000  87  NA 1736        0.10
## INFO  [12:39:35.439] [bbotk]           32.19481         33.05000         30.48000  87  NA 1737        0.05
## INFO  [12:39:35.439] [bbotk]           32.81500         33.05000         29.63120  87  NA 1738        0.00
## INFO  [12:39:35.439] [bbotk]           32.81500         33.05000         30.48000  87  NA 1739        0.05
## INFO  [12:39:35.439] [bbotk]           33.31878         33.05000         30.48000  87  NA 1740        0.10
## INFO  [12:39:35.439] [bbotk]  dist_x_interest no_changed dist_train
## INFO  [12:39:35.439] [bbotk]      0.017530442          1  0.1468106
## INFO  [12:39:35.439] [bbotk]      0.124409043          6  0.2351762
## INFO  [12:39:35.439] [bbotk]      0.083208016          5  0.2267486
## INFO  [12:39:35.439] [bbotk]      0.034310036          2  0.1731373
## INFO  [12:39:35.439] [bbotk]      0.162959342          5  0.2016094
## INFO  [12:39:35.439] [bbotk]      0.105550058          5  0.2213241
## INFO  [12:39:35.439] [bbotk]      0.084916767          5  0.1970986
## INFO  [12:39:35.439] [bbotk]      0.125698092          4  0.1984506
## INFO  [12:39:35.439] [bbotk]      0.081149379          4  0.2037497
## INFO  [12:39:35.439] [bbotk]      0.069663689          3  0.1774927
## INFO  [12:39:35.439] [bbotk]      0.069577864          4  0.1607833
## INFO  [12:39:35.439] [bbotk]      0.139123543          6  0.1465652
## INFO  [12:39:35.439] [bbotk]      0.037919744          2  0.1715563
## INFO  [12:39:35.439] [bbotk]      0.003470589          1  0.1534995
## INFO  [12:39:35.439] [bbotk]      0.106361632          3  0.2335460
## INFO  [12:39:35.439] [bbotk]      0.008330232          2  0.1583592
## INFO  [12:39:35.439] [bbotk]      0.002404880          1  0.1524338
## INFO  [12:39:35.439] [bbotk]      0.019399896          3  0.1449411
## INFO  [12:39:35.439] [bbotk]      0.062243406          2  0.1386438
## INFO  [12:39:35.439] [bbotk]      0.009825282          3  0.1578164
## INFO  [12:39:35.623] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:35.766] [bbotk] Result of batch 88:
## INFO  [12:39:35.771] [bbotk]  heatF laneF    pointP reactiontimeP swimtimeP mediaParcialesP
## INFO  [12:39:35.771] [bbotk]      1     4  888.1338     0.7200000 141.83453        32.29000
## INFO  [12:39:35.771] [bbotk]      1     8 1013.0244     0.7200000 129.16000        32.29000
## INFO  [12:39:35.771] [bbotk]      1     8  886.0000     0.7200000 129.16000        35.44546
## INFO  [12:39:35.771] [bbotk]      1     8  980.2848     0.6712712 129.16000        32.29000
## INFO  [12:39:35.771] [bbotk]      1     8  886.0000     0.7200000 129.16000        32.29000
## INFO  [12:39:35.771] [bbotk]      6     4  906.9144     0.7200000 129.16000        33.08209
## INFO  [12:39:35.771] [bbotk]      1     7  886.0000     0.7200000 471.16913        32.29000
## INFO  [12:39:35.771] [bbotk]      1     3  886.0000     0.7200000 129.16000        32.29000
## INFO  [12:39:35.771] [bbotk]      1     8  906.9228     0.7200000 129.16000        29.79605
## INFO  [12:39:35.771] [bbotk]      1     8  856.8376     0.7200000 676.10552        32.29000
## INFO  [12:39:35.771] [bbotk]      1     8  886.0000     0.7200000 129.16000        32.29000
## INFO  [12:39:35.771] [bbotk]      1     8  886.0000     0.7200000 129.16000        32.29000
## INFO  [12:39:35.771] [bbotk]      1     0  919.6524     0.7200000 129.16000        27.46220
## INFO  [12:39:35.771] [bbotk]      1     8  886.0000     0.7200000 129.16000        32.29000
## INFO  [12:39:35.771] [bbotk]      1     8  906.5441     0.7126063 129.16000        32.29000
## INFO  [12:39:35.771] [bbotk]      1     8  886.0000     0.7200000 825.80047        32.29000
## INFO  [12:39:35.771] [bbotk]      1     8  908.7723     0.7200000 129.16000        33.09302
## INFO  [12:39:35.771] [bbotk]      1     9  886.0000     0.7200000 129.16000        32.29000
## INFO  [12:39:35.771] [bbotk]      1     8  886.0000     0.7200000  88.58571        28.62902
## INFO  [12:39:35.771] [bbotk]      1     8  886.0000     0.6985020 657.98882        32.29000
## INFO  [12:39:35.771] [bbotk]  medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO  [12:39:35.771] [bbotk]           34.96496         33.05000         25.83429  88  NA 1741        0.20
## INFO  [12:39:35.771] [bbotk]           32.81500         27.46186         28.49535  88  NA 1742        0.25
## INFO  [12:39:35.771] [bbotk]           30.71879         33.05000         23.35365  88  NA 1743        0.20
## INFO  [12:39:35.771] [bbotk]           27.63115         33.05000         29.85605  88  NA 1744        0.00
## INFO  [12:39:35.771] [bbotk]           32.81500         33.05000         28.52415  88  NA 1745        0.20
## INFO  [12:39:35.771] [bbotk]           32.81500         28.87514         26.60814  88  NA 1746        0.05
## INFO  [12:39:35.771] [bbotk]           32.81500         26.60289         30.48000  88  NA 1747        0.20
## INFO  [12:39:35.771] [bbotk]           32.81500         33.05000         30.48000  88  NA 1748        0.00
## INFO  [12:39:35.771] [bbotk]           32.81500         33.05000         30.48000  88  NA 1749        0.05
## INFO  [12:39:35.771] [bbotk]           32.81500         30.98023         30.48000  88  NA 1750        0.10
## INFO  [12:39:35.771] [bbotk]           32.81500         33.05000         30.48000  88  NA 1751        0.10
## INFO  [12:39:35.771] [bbotk]           32.19481         33.05000         29.91799  88  NA 1752        0.00
## INFO  [12:39:35.771] [bbotk]           32.55344         33.05000         29.57875  88  NA 1753        0.00
## INFO  [12:39:35.771] [bbotk]           32.81500         30.95111         28.49535  88  NA 1754        0.10
## INFO  [12:39:35.771] [bbotk]           21.53894         30.97973         28.61374  88  NA 1755        0.00
## INFO  [12:39:35.771] [bbotk]           32.81500         33.05000         30.48000  88  NA 1756        0.05
## INFO  [12:39:35.771] [bbotk]           32.81500         33.05000         30.48000  88  NA 1757        0.15
## INFO  [12:39:35.771] [bbotk]           32.81500         33.05000         30.48000  88  NA 1758        0.10
## INFO  [12:39:35.771] [bbotk]           32.81500         33.05000         30.48000  88  NA 1759        0.20
## INFO  [12:39:35.771] [bbotk]           32.81500         33.05000         23.93115  88  NA 1760        0.20
## INFO  [12:39:35.771] [bbotk]  dist_x_interest no_changed dist_train
## INFO  [12:39:35.771] [bbotk]      0.092077650          5  0.1452391
## INFO  [12:39:35.771] [bbotk]      0.072409566          3  0.1812244
## INFO  [12:39:35.771] [bbotk]      0.056918132          3  0.1886990
## INFO  [12:39:35.771] [bbotk]      0.064613515          4  0.1582814
## INFO  [12:39:35.771] [bbotk]      0.009841724          1  0.1566502
## INFO  [12:39:35.771] [bbotk]      0.160794477          6  0.1820765
## INFO  [12:39:35.771] [bbotk]      0.100073269          3  0.1912787
## INFO  [12:39:35.771] [bbotk]      0.058823529          1  0.1500290
## INFO  [12:39:35.771] [bbotk]      0.017633816          2  0.1471904
## INFO  [12:39:35.771] [bbotk]      0.050626432          3  0.2006554
## INFO  [12:39:35.771] [bbotk]      0.000000000          0  0.1500290
## INFO  [12:39:35.771] [bbotk]      0.005232895          2  0.1520414
## INFO  [12:39:35.771] [bbotk]      0.096081042          5  0.1820164
## INFO  [12:39:35.771] [bbotk]      0.016526070          2  0.1514848
## INFO  [12:39:35.771] [bbotk]      0.068053616          5  0.1632589
## INFO  [12:39:35.771] [bbotk]      0.043106593          1  0.1931356
## INFO  [12:39:35.771] [bbotk]      0.011360157          2  0.1595621
## INFO  [12:39:35.771] [bbotk]      0.058823529          1  0.1500290
## INFO  [12:39:35.771] [bbotk]      0.017512518          2  0.1568761
## INFO  [12:39:35.771] [bbotk]      0.069188998          3  0.2102010
## INFO  [12:39:35.947] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:36.073] [bbotk] Result of batch 89:
## INFO  [12:39:36.078] [bbotk]  heatF laneF   pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO  [12:39:36.078] [bbotk]      1     6 886.0000     0.7200000  129.1600        32.29000          32.87749
## INFO  [12:39:36.078] [bbotk]      1     8 906.9228     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:36.078] [bbotk]      1     8 906.9228     0.7200000  285.0556        32.29000          32.81500
## INFO  [12:39:36.078] [bbotk]      1     8 901.3415     0.6606824  129.1600        32.29000          32.81500
## INFO  [12:39:36.078] [bbotk]      1     8 886.0000     0.6685090  129.1600        32.29000          32.81500
## INFO  [12:39:36.078] [bbotk]      1     8 886.0000     0.7126004  129.1600        32.29000          32.25165
## INFO  [12:39:36.078] [bbotk]      1     8 886.0000     0.6874723  129.1600        32.29000          29.83016
## INFO  [12:39:36.078] [bbotk]      1     8 886.1165     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:36.078] [bbotk]      1     8 886.0000     0.7200000  961.7840        30.08727          32.81500
## INFO  [12:39:36.078] [bbotk]      1     3 886.0000     0.7090498  129.1600        22.39184          34.05025
## INFO  [12:39:36.078] [bbotk]      1     3 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:36.078] [bbotk]      1     8 886.0000     0.6875800  129.1600        27.40531          32.81500
## INFO  [12:39:36.078] [bbotk]      5     8 886.0000     0.7200000  129.1600        32.29000          31.66914
## INFO  [12:39:36.078] [bbotk]      1     4 886.0000     0.7200000  211.6583        33.08204          32.81500
## INFO  [12:39:36.078] [bbotk]      1     4 909.2078     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:36.078] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          27.20220
## INFO  [12:39:36.078] [bbotk]      1     7 886.0000     0.7200000  678.9721        32.29000          33.24102
## INFO  [12:39:36.078] [bbotk]      1     3 906.6608     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:36.078] [bbotk]      1     8 906.9228     0.7200000  129.1600        28.44070          31.24305
## INFO  [12:39:36.078] [bbotk]      1     5 886.0000     0.7200000  929.0616        32.29000          22.19024
## INFO  [12:39:36.078] [bbotk]  maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO  [12:39:36.078] [bbotk]          39.30823         30.48000  89  NA 1761        0.05     0.078564325
## INFO  [12:39:36.078] [bbotk]          30.98023         28.61082  89  NA 1762        0.00     0.023268471
## INFO  [12:39:36.078] [bbotk]          34.97989         30.48000  89  NA 1763        0.05     0.023073527
## INFO  [12:39:36.078] [bbotk]          33.05000         30.48000  89  NA 1764        0.10     0.015128789
## INFO  [12:39:36.078] [bbotk]          34.02970         30.48000  89  NA 1765        0.15     0.011465967
## INFO  [12:39:36.078] [bbotk]          30.27303         30.48000  89  NA 1766        0.05     0.012045638
## INFO  [12:39:36.078] [bbotk]          27.58536         30.48000  89  NA 1767        0.15     0.033914987
## INFO  [12:39:36.078] [bbotk]          33.05000         29.91799  89  NA 1768        0.10     0.002869299
## INFO  [12:39:36.078] [bbotk]          33.05000         26.55318  89  NA 1769        0.20     0.080306802
## INFO  [12:39:36.078] [bbotk]          23.90496         26.91338  89  NA 1770        0.30     0.152402837
## INFO  [12:39:36.078] [bbotk]          33.05000         30.48000  89  NA 1771        0.00     0.058823529
## INFO  [12:39:36.078] [bbotk]          33.05757         30.48000  89  NA 1772        0.05     0.025337327
## INFO  [12:39:36.078] [bbotk]          30.85393         22.00104  89  NA 1773        0.10     0.112774660
## INFO  [12:39:36.078] [bbotk]          33.05000         28.90201  89  NA 1774        0.10     0.075114300
## INFO  [12:39:36.078] [bbotk]          33.05000         30.48000  89  NA 1775        0.10     0.067047403
## INFO  [12:39:36.078] [bbotk]          30.95111         30.57818  89  NA 1776        0.05     0.028797731
## INFO  [12:39:36.078] [bbotk]          33.05000         28.58861  89  NA 1777        0.00     0.104014016
## INFO  [12:39:36.078] [bbotk]          33.05000         28.94531  89  NA 1778        0.00     0.073867354
## INFO  [12:39:36.078] [bbotk]          36.39140         28.61082  89  NA 1779        0.00     0.049099402
## INFO  [12:39:36.078] [bbotk]          30.70483         30.48000  89  NA 1780        0.00     0.156825263
## INFO  [12:39:36.078] [bbotk]  no_changed dist_train
## INFO  [12:39:36.078] [bbotk]           3  0.1690358
## INFO  [12:39:36.078] [bbotk]           3  0.1435803
## INFO  [12:39:36.078] [bbotk]           3  0.1714358
## INFO  [12:39:36.078] [bbotk]           2  0.1492123
## INFO  [12:39:36.078] [bbotk]           2  0.1589799
## INFO  [12:39:36.078] [bbotk]           3  0.1558907
## INFO  [12:39:36.078] [bbotk]           3  0.1509617
## INFO  [12:39:36.078] [bbotk]           2  0.1495952
## INFO  [12:39:36.078] [bbotk]           3  0.2102917
## INFO  [12:39:36.078] [bbotk]           6  0.2172602
## INFO  [12:39:36.078] [bbotk]           1  0.1500290
## INFO  [12:39:36.078] [bbotk]           3  0.1591274
## INFO  [12:39:36.078] [bbotk]           4  0.2382414
## INFO  [12:39:36.078] [bbotk]           4  0.1466150
## INFO  [12:39:36.078] [bbotk]           2  0.1302680
## INFO  [12:39:36.078] [bbotk]           3  0.1571044
## INFO  [12:39:36.078] [bbotk]           4  0.1913786
## INFO  [12:39:36.078] [bbotk]           3  0.1604349
## INFO  [12:39:36.078] [bbotk]           5  0.1501616
## INFO  [12:39:36.078] [bbotk]           4  0.2480307
## INFO  [12:39:36.288] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:36.419] [bbotk] Result of batch 90:
## INFO  [12:39:36.424] [bbotk]  heatF laneF    pointP reactiontimeP swimtimeP mediaParcialesP
## INFO  [12:39:36.424] [bbotk]      1     3  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:36.424] [bbotk]      1     8  906.9228     0.7200000  479.2379        32.29000
## INFO  [12:39:36.424] [bbotk]      1     8  965.4144     0.7200000  129.1600        32.40023
## INFO  [12:39:36.424] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:36.424] [bbotk]      1     8  868.8472     0.7200000  129.1600        32.29000
## INFO  [12:39:36.424] [bbotk]      1     8  886.0000     0.7185787  129.1600        32.91052
## INFO  [12:39:36.424] [bbotk]      1     8  885.9330     0.7047019  129.1600        32.29000
## INFO  [12:39:36.424] [bbotk]      1     6  900.0401     0.6415361  654.2840        32.29000
## INFO  [12:39:36.424] [bbotk]      1     8  910.1031     0.6916856  129.1600        32.16977
## INFO  [12:39:36.424] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:36.424] [bbotk]      1     8  907.1306     0.7200000  129.1600        32.29000
## INFO  [12:39:36.424] [bbotk]      1     7  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:36.424] [bbotk]      1     0  914.0050     0.7402156  554.5879        35.30174
## INFO  [12:39:36.424] [bbotk]      1     8 1003.5712     0.7200000  841.5157        25.02060
## INFO  [12:39:36.424] [bbotk]      1     8  937.4535     0.7317924  129.1600        32.29000
## INFO  [12:39:36.424] [bbotk]     11     8  921.5917     0.7200000  129.1600        32.29000
## INFO  [12:39:36.424] [bbotk]      1     8  901.3415     0.6606824  129.1600        32.29000
## INFO  [12:39:36.424] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:36.424] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:36.424] [bbotk]      1     8  907.0642     0.7200000  129.1600        32.29000
## INFO  [12:39:36.424] [bbotk]  medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO  [12:39:36.424] [bbotk]           32.81500         37.58190         30.48000  90  NA 1781        0.05
## INFO  [12:39:36.424] [bbotk]           32.81500         30.98023         30.48000  90  NA 1782        0.00
## INFO  [12:39:36.424] [bbotk]           22.12091         33.05000         32.76355  90  NA 1783        0.10
## INFO  [12:39:36.424] [bbotk]           32.81500         33.05000         29.51700  90  NA 1784        0.10
## INFO  [12:39:36.424] [bbotk]           32.81500         33.05000         30.48000  90  NA 1785        0.15
## INFO  [12:39:36.424] [bbotk]           32.81500         34.96085         30.48000  90  NA 1786        0.20
## INFO  [12:39:36.424] [bbotk]           32.81500         33.05000         29.61511  90  NA 1787        0.10
## INFO  [12:39:36.424] [bbotk]           22.78409         33.05000         30.48000  90  NA 1788        0.00
## INFO  [12:39:36.424] [bbotk]           32.81500         33.05000         28.50387  90  NA 1789        0.05
## INFO  [12:39:36.424] [bbotk]           32.81500         31.18138         30.48000  90  NA 1790        0.15
## INFO  [12:39:36.424] [bbotk]           31.52664         21.45268         28.81920  90  NA 1791        0.05
## INFO  [12:39:36.424] [bbotk]           32.81500         30.55087         30.48000  90  NA 1792        0.10
## INFO  [12:39:36.424] [bbotk]           32.81500         34.60583         28.90201  90  NA 1793        0.05
## INFO  [12:39:36.424] [bbotk]           32.81500         33.05000         28.61082  90  NA 1794        0.00
## INFO  [12:39:36.424] [bbotk]           32.81500         34.13011         30.48000  90  NA 1795        0.10
## INFO  [12:39:36.424] [bbotk]           32.79013         33.05000         30.48000  90  NA 1796        0.10
## INFO  [12:39:36.424] [bbotk]           32.81500         33.05000         29.63120  90  NA 1797        0.00
## INFO  [12:39:36.424] [bbotk]           31.07357         33.05000         30.48000  90  NA 1798        0.05
## INFO  [12:39:36.424] [bbotk]           32.81500         33.05000         28.63232  90  NA 1799        0.20
## INFO  [12:39:36.424] [bbotk]           32.81500         30.97806         28.49936  90  NA 1800        0.00
## INFO  [12:39:36.424] [bbotk]  dist_x_interest no_changed dist_train
## INFO  [12:39:36.424] [bbotk]      0.072943354          2  0.1638995
## INFO  [12:39:36.424] [bbotk]      0.035524929          3  0.1721402
## INFO  [12:39:36.424] [bbotk]      0.081551202          4  0.1974229
## INFO  [12:39:36.424] [bbotk]      0.004845763          1  0.1516543
## INFO  [12:39:36.424] [bbotk]      0.006078241          1  0.1561072
## INFO  [12:39:36.424] [bbotk]      0.008728496          3  0.1546764
## INFO  [12:39:36.424] [bbotk]      0.006875543          3  0.1536841
## INFO  [12:39:36.424] [bbotk]      0.148009279          5  0.2354079
## INFO  [12:39:36.424] [bbotk]      0.023604156          4  0.1443210
## INFO  [12:39:36.424] [bbotk]      0.005821959          1  0.1558509
## INFO  [12:39:36.424] [bbotk]      0.056973895          4  0.1663353
## INFO  [12:39:36.424] [bbotk]      0.066609962          2  0.1578154
## INFO  [12:39:36.424] [bbotk]      0.123504340          7  0.2061831
## INFO  [12:39:36.424] [bbotk]      0.124935327          4  0.2275029
## INFO  [12:39:36.424] [bbotk]      0.023525082          3  0.1623523
## INFO  [12:39:36.424] [bbotk]      0.071532201          3  0.2104559
## INFO  [12:39:36.424] [bbotk]      0.019399896          3  0.1449411
## INFO  [12:39:36.424] [bbotk]      0.006752619          1  0.1567816
## INFO  [12:39:36.424] [bbotk]      0.009297448          1  0.1561060
## INFO  [12:39:36.424] [bbotk]      0.023886245          3  0.1440843
## INFO  [12:39:36.608] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:36.748] [bbotk] Result of batch 91:
## INFO  [12:39:36.754] [bbotk]  heatF laneF   pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO  [12:39:36.754] [bbotk]      1     8 905.1815     0.7520307  129.1600        35.22383          32.81500
## INFO  [12:39:36.754] [bbotk]      3     8 902.5023     0.7200000  927.2766        32.29000          26.88925
## INFO  [12:39:36.754] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:36.754] [bbotk]      1     8 886.0000     0.7200000  129.1600        33.08204          32.81500
## INFO  [12:39:36.754] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:36.754] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:36.754] [bbotk]      7     8 886.0000     0.6345831  129.1600        32.29000          32.81500
## INFO  [12:39:36.754] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          33.06852
## INFO  [12:39:36.754] [bbotk]      1     8 965.3776     0.7488965  365.7260        32.29000          29.94731
## INFO  [12:39:36.754] [bbotk]      1     8 906.9228     0.7200000  129.1600        29.79605          32.81500
## INFO  [12:39:36.754] [bbotk]      1     8 886.0000     0.6484325  912.7108        24.47471          26.45439
## INFO  [12:39:36.754] [bbotk]      1     8 886.0000     0.7312968  129.1600        32.29000          32.81500
## INFO  [12:39:36.754] [bbotk]      1     8 906.9228     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:36.754] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:36.754] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:36.754] [bbotk]      1     8 886.0000     0.6606824  129.1600        32.29000          32.81500
## INFO  [12:39:36.754] [bbotk]      1     8 907.9936     0.7200000  129.1600        30.30111          32.79366
## INFO  [12:39:36.754] [bbotk]      1     8 919.6094     0.7200000  304.0121        32.24534          25.28404
## INFO  [12:39:36.754] [bbotk]      1     8 886.0000     0.6933539  129.1600        32.29000          32.81500
## INFO  [12:39:36.754] [bbotk]      1     8 886.0000     0.7331699  129.1600        32.29000          32.81500
## INFO  [12:39:36.754] [bbotk]  maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO  [12:39:36.754] [bbotk]          33.96953         29.03700  91  NA 1801        0.05     0.034179142
## INFO  [12:39:36.754] [bbotk]          33.05000         31.72032  91  NA 1802        0.00     0.143275997
## INFO  [12:39:36.754] [bbotk]          30.48963         28.45894  91  NA 1803        0.10     0.018147114
## INFO  [12:39:36.754] [bbotk]          33.05000         24.61052  91  NA 1804        0.25     0.032780541
## INFO  [12:39:36.754] [bbotk]          33.05000         30.48000  91  NA 1805        0.10     0.000000000
## INFO  [12:39:36.754] [bbotk]          33.05000         29.54939  91  NA 1806        0.10     0.004682768
## INFO  [12:39:36.754] [bbotk]          26.34700         29.99278  91  NA 1807        0.30     0.096116440
## INFO  [12:39:36.754] [bbotk]          33.05000         29.56248  91  NA 1808        0.10     0.005599997
## INFO  [12:39:36.754] [bbotk]          39.31777         30.48000  91  NA 1809        0.00     0.078135980
## INFO  [12:39:36.754] [bbotk]          33.05000         30.48000  91  NA 1810        0.05     0.017633816
## INFO  [12:39:36.754] [bbotk]          35.28988         22.69368  91  NA 1811        0.20     0.163026842
## INFO  [12:39:36.754] [bbotk]          33.05000         29.79085  91  NA 1812        0.10     0.005313659
## INFO  [12:39:36.754] [bbotk]          33.00560         28.61082  91  NA 1813        0.00     0.016958126
## INFO  [12:39:36.754] [bbotk]          29.40446         30.48000  91  NA 1814        0.20     0.011358236
## INFO  [12:39:36.754] [bbotk]          33.05000         28.61082  91  NA 1815        0.20     0.009405602
## INFO  [12:39:36.754] [bbotk]          33.05000         30.48000  91  NA 1816        0.10     0.009692412
## INFO  [12:39:36.754] [bbotk]          33.60632         30.48000  91  NA 1817        0.10     0.017759726
## INFO  [12:39:36.754] [bbotk]          32.05125         28.60176  91  NA 1818        0.00     0.064677422
## INFO  [12:39:36.754] [bbotk]          33.61842         30.07323  91  NA 1819        0.10     0.008171790
## INFO  [12:39:36.754] [bbotk]          33.05000         25.71912  91  NA 1820        0.15     0.026108498
## INFO  [12:39:36.754] [bbotk]  no_changed dist_train
## INFO  [12:39:36.754] [bbotk]           5  0.1704037
## INFO  [12:39:36.754] [bbotk]           5  0.2729661
## INFO  [12:39:36.754] [bbotk]           2  0.1524758
## INFO  [12:39:36.754] [bbotk]           2  0.1795891
## INFO  [12:39:36.754] [bbotk]           0  0.1500290
## INFO  [12:39:36.754] [bbotk]           1  0.1514913
## INFO  [12:39:36.754] [bbotk]           4  0.2139313
## INFO  [12:39:36.754] [bbotk]           2  0.1517881
## INFO  [12:39:36.754] [bbotk]           5  0.1947236
## INFO  [12:39:36.754] [bbotk]           2  0.1471904
## INFO  [12:39:36.754] [bbotk]           6  0.2447646
## INFO  [12:39:36.754] [bbotk]           2  0.1488542
## INFO  [12:39:36.754] [bbotk]           3  0.1498906
## INFO  [12:39:36.754] [bbotk]           1  0.1613872
## INFO  [12:39:36.754] [bbotk]           1  0.1562141
## INFO  [12:39:36.754] [bbotk]           1  0.1546486
## INFO  [12:39:36.754] [bbotk]           4  0.1500479
## INFO  [12:39:36.754] [bbotk]           6  0.1593504
## INFO  [12:39:36.754] [bbotk]           3  0.1547310
## INFO  [12:39:36.754] [bbotk]           2  0.1696490
## INFO  [12:39:36.954] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:37.097] [bbotk] Result of batch 92:
## INFO  [12:39:37.102] [bbotk]  heatF laneF    pointP reactiontimeP swimtimeP mediaParcialesP
## INFO  [12:39:37.102] [bbotk]      1     9 1009.6688     0.7357671 548.60204        32.29000
## INFO  [12:39:37.102] [bbotk]      1     8  886.0000     0.6395201 129.16000        32.29000
## INFO  [12:39:37.102] [bbotk]      1     8  901.2728     0.7200000 129.16000        32.29000
## INFO  [12:39:37.102] [bbotk]      1     8  886.0000     0.7200000 129.16000        32.29000
## INFO  [12:39:37.102] [bbotk]      1     8  886.0000     0.7200000 129.16000        32.29000
## INFO  [12:39:37.102] [bbotk]      1     8  886.0000     0.7200000 129.16000        32.29000
## INFO  [12:39:37.102] [bbotk]      1     8  886.0000     0.7364968 129.16000        32.29000
## INFO  [12:39:37.102] [bbotk]      1     5  931.2058     0.6480211 129.16000        32.29000
## INFO  [12:39:37.102] [bbotk]      1     9  904.6841     0.7200000 129.16000        31.94707
## INFO  [12:39:37.102] [bbotk]      1     8  918.8243     0.7200000 129.16000        30.68130
## INFO  [12:39:37.102] [bbotk]      1     8  886.0000     0.6985469  22.21116        32.29000
## INFO  [12:39:37.102] [bbotk]      1     8  906.9228     0.7200000 129.16000        30.50720
## INFO  [12:39:37.102] [bbotk]      1     8  898.1387     0.7200000 129.16000        32.29000
## INFO  [12:39:37.102] [bbotk]      1     8  881.5620     0.7200000 129.16000        32.29000
## INFO  [12:39:37.102] [bbotk]      1     8  908.3657     0.7200000 544.45291        32.29000
## INFO  [12:39:37.102] [bbotk]      8     8  899.8214     0.7200000 762.81846        32.29000
## INFO  [12:39:37.102] [bbotk]      1     8  906.9228     0.7200000 129.16000        32.29000
## INFO  [12:39:37.102] [bbotk]      1     9  886.0000     0.7200000 129.16000        32.29000
## INFO  [12:39:37.102] [bbotk]      1     3  886.0000     0.7200000 129.16000        32.29000
## INFO  [12:39:37.102] [bbotk]      1     8 1021.4293     0.6488889 129.16000        32.29000
## INFO  [12:39:37.102] [bbotk]  medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO  [12:39:37.102] [bbotk]           32.81500         33.05000         30.48000  92  NA 1821        0.05
## INFO  [12:39:37.102] [bbotk]           32.81500         33.05000         29.32765  92  NA 1822        0.15
## INFO  [12:39:37.102] [bbotk]           32.81500         33.03798         30.48000  92  NA 1823        0.05
## INFO  [12:39:37.102] [bbotk]           32.81500         33.05000         28.44824  92  NA 1824        0.20
## INFO  [12:39:37.102] [bbotk]           33.15006         29.65721         30.13064  92  NA 1825        0.20
## INFO  [12:39:37.102] [bbotk]           32.81500         33.05000         27.94566  92  NA 1826        0.20
## INFO  [12:39:37.102] [bbotk]           32.81500         30.70523         30.48000  92  NA 1827        0.15
## INFO  [12:39:37.102] [bbotk]           32.81500         32.79949         32.74859  92  NA 1828        0.10
## INFO  [12:39:37.102] [bbotk]           32.81500         33.05000         30.48000  92  NA 1829        0.05
## INFO  [12:39:37.102] [bbotk]           32.55925         33.05000         28.84329  92  NA 1830        0.00
## INFO  [12:39:37.102] [bbotk]           32.81500         30.94576         30.46423  92  NA 1831        0.30
## INFO  [12:39:37.102] [bbotk]           32.81500         33.09342         30.48000  92  NA 1832        0.05
## INFO  [12:39:37.102] [bbotk]           32.67871         33.05000         30.48000  92  NA 1833        0.05
## INFO  [12:39:37.102] [bbotk]           31.34146         33.17907         30.48000  92  NA 1834        0.10
## INFO  [12:39:37.102] [bbotk]           32.81500         33.05000         29.32045  92  NA 1835        0.00
## INFO  [12:39:37.102] [bbotk]           32.81500         33.05000         30.48000  92  NA 1836        0.00
## INFO  [12:39:37.102] [bbotk]           32.81500         33.05000         28.61082  92  NA 1837        0.00
## INFO  [12:39:37.102] [bbotk]           32.81500         38.19480         27.88923  92  NA 1838        0.15
## INFO  [12:39:37.102] [bbotk]           32.81500         33.05000         30.48000  92  NA 1839        0.00
## INFO  [12:39:37.102] [bbotk]           23.64176         30.95111         28.49535  92  NA 1840        0.00
## INFO  [12:39:37.102] [bbotk]  dist_x_interest no_changed dist_train
## INFO  [12:39:37.102] [bbotk]      0.131177103          4  0.2176971
## INFO  [12:39:37.102] [bbotk]      0.018948870          2  0.1453922
## INFO  [12:39:37.102] [bbotk]      0.005449492          2  0.1540610
## INFO  [12:39:37.102] [bbotk]      0.010223705          1  0.1570322
## INFO  [12:39:37.102] [bbotk]      0.013627958          3  0.1598160
## INFO  [12:39:37.102] [bbotk]      0.012752678          1  0.1595612
## INFO  [12:39:37.102] [bbotk]      0.010001049          2  0.1567620
## INFO  [12:39:37.102] [bbotk]      0.098799837          5  0.1844744
## INFO  [12:39:37.102] [bbotk]      0.066849653          3  0.1563918
## INFO  [12:39:37.102] [bbotk]      0.027451259          4  0.1370580
## INFO  [12:39:37.102] [bbotk]      0.016758597          4  0.1522231
## INFO  [12:39:37.102] [bbotk]      0.014854951          3  0.1497567
## INFO  [12:39:37.102] [bbotk]      0.004829951          2  0.1534415
## INFO  [12:39:37.102] [bbotk]      0.007688599          3  0.1574683
## INFO  [12:39:37.102] [bbotk]      0.039457738          3  0.1762781
## INFO  [12:39:37.102] [bbotk]      0.102930677          3  0.2515422
## INFO  [12:39:37.102] [bbotk]      0.016819776          2  0.1500289
## INFO  [12:39:37.102] [bbotk]      0.087889593          3  0.1756253
## INFO  [12:39:37.102] [bbotk]      0.058823529          1  0.1500290
## INFO  [12:39:37.102] [bbotk]      0.111706415          5  0.1749568
## INFO  [12:39:37.305] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:37.447] [bbotk] Result of batch 93:
## INFO  [12:39:37.453] [bbotk]  heatF laneF   pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO  [12:39:37.453] [bbotk]      1     8 900.7374     0.7200000  129.1600        35.04717          35.78837
## INFO  [12:39:37.453] [bbotk]      1     8 886.0000     0.7200000  129.1600        30.67926          32.81500
## INFO  [12:39:37.453] [bbotk]      1     8 886.0000     0.7200000  129.1600        34.46977          32.81500
## INFO  [12:39:37.453] [bbotk]      1     9 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:37.453] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          32.19481
## INFO  [12:39:37.453] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:37.453] [bbotk]      1     8 944.5647     0.7200000  612.0848        25.56756          32.81500
## INFO  [12:39:37.453] [bbotk]      1     2 886.0000     0.7200000  129.1600        32.29000          25.34552
## INFO  [12:39:37.453] [bbotk]      1     8 906.9228     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:37.453] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:37.453] [bbotk]      1     8 886.0000     0.7200000  129.1600        30.45613          32.81500
## INFO  [12:39:37.453] [bbotk]      1     8 907.3745     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:37.453] [bbotk]      1     4 914.0050     0.7200000  922.8176        28.07220          32.81500
## INFO  [12:39:37.453] [bbotk]      1     2 929.1715     0.7200000  129.1600        31.71449          28.09896
## INFO  [12:39:37.453] [bbotk]     12     4 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:37.453] [bbotk]      1     2 970.2166     0.7200000  631.7324        32.29000          32.81500
## INFO  [12:39:37.453] [bbotk]      1     8 886.0000     0.6887910  129.1600        32.29000          32.81500
## INFO  [12:39:37.453] [bbotk]      1     4 886.0000     0.6853782  129.1600        26.31584          27.29470
## INFO  [12:39:37.453] [bbotk]     11     8 886.0000     0.6433076  129.1600        32.29000          32.81500
## INFO  [12:39:37.453] [bbotk]      1     8 886.0000     0.7200607  837.5363        32.29000          32.81500
## INFO  [12:39:37.453] [bbotk]  maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO  [12:39:37.453] [bbotk]          24.87918         28.61082  93  NA 1841        0.30     0.062913266
## INFO  [12:39:37.453] [bbotk]          33.05000         29.57875  93  NA 1842        0.10     0.011135514
## INFO  [12:39:37.453] [bbotk]          23.89813         29.42176  93  NA 1843        0.30     0.042771279
## INFO  [12:39:37.453] [bbotk]          30.95111         30.48000  93  NA 1844        0.10     0.065362938
## INFO  [12:39:37.453] [bbotk]          33.05000         30.48000  93  NA 1845        0.05     0.002404880
## INFO  [12:39:37.453] [bbotk]          30.98023         28.61082  93  NA 1846        0.10     0.015854297
## INFO  [12:39:37.453] [bbotk]          33.05000         22.21557  93  NA 1847        0.15     0.119768494
## INFO  [12:39:37.453] [bbotk]          33.05000         30.45587  93  NA 1848        0.15     0.087908788
## INFO  [12:39:37.453] [bbotk]          33.05000         30.48000  93  NA 1849        0.05     0.007414174
## INFO  [12:39:37.453] [bbotk]          33.05000         30.48000  93  NA 1850        0.10     0.000000000
## INFO  [12:39:37.453] [bbotk]          33.05000         28.66973  93  NA 1851        0.20     0.016624003
## INFO  [12:39:37.453] [bbotk]          33.05000         28.55136  93  NA 1852        0.00     0.017279074
## INFO  [12:39:37.453] [bbotk]          33.05000         25.98381  93  NA 1853        0.00     0.157765339
## INFO  [12:39:37.453] [bbotk]          33.05000         28.61082  93  NA 1854        0.00     0.104172649
## INFO  [12:39:37.453] [bbotk]          39.63910         29.00246  93  NA 1855        0.10     0.145611304
## INFO  [12:39:37.453] [bbotk]          35.77312         29.99597  93  NA 1856        0.05     0.130684409
## INFO  [12:39:37.453] [bbotk]          31.03454         28.96474  93  NA 1857        0.10     0.019003694
## INFO  [12:39:37.453] [bbotk]          33.92296         26.05261  93  NA 1858        0.10     0.135365356
## INFO  [12:39:37.453] [bbotk]          32.94085         30.48000  93  NA 1859        0.10     0.071695038
## INFO  [12:39:37.453] [bbotk]          33.05000         30.16336  93  NA 1860        0.05     0.045436031
## INFO  [12:39:37.453] [bbotk]  no_changed dist_train
## INFO  [12:39:37.453] [bbotk]           5  0.1867972
## INFO  [12:39:37.453] [bbotk]           2  0.1532055
## INFO  [12:39:37.453] [bbotk]           3  0.1827534
## INFO  [12:39:37.453] [bbotk]           2  0.1565684
## INFO  [12:39:37.453] [bbotk]           1  0.1524338
## INFO  [12:39:37.453] [bbotk]           2  0.1509944
## INFO  [12:39:37.453] [bbotk]           4  0.2223360
## INFO  [12:39:37.453] [bbotk]           3  0.1788713
## INFO  [12:39:37.453] [bbotk]           1  0.1560257
## INFO  [12:39:37.453] [bbotk]           0  0.1500290
## INFO  [12:39:37.453] [bbotk]           2  0.1496319
## INFO  [12:39:37.453] [bbotk]           2  0.1501681
## INFO  [12:39:37.453] [bbotk]           5  0.1660993
## INFO  [12:39:37.453] [bbotk]           5  0.1781907
## INFO  [12:39:37.453] [bbotk]           4  0.1972388
## INFO  [12:39:37.453] [bbotk]           5  0.2123492
## INFO  [12:39:37.453] [bbotk]           3  0.1453374
## INFO  [12:39:37.453] [bbotk]           6  0.1262526
## INFO  [12:39:37.453] [bbotk]           3  0.2102931
## INFO  [12:39:37.453] [bbotk]           3  0.1922585
## INFO  [12:39:37.658] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:37.784] [bbotk] Result of batch 94:
## INFO  [12:39:37.789] [bbotk]  heatF laneF    pointP reactiontimeP swimtimeP mediaParcialesP
## INFO  [12:39:37.789] [bbotk]      1     8  923.9482     0.7200000  87.80845        32.29000
## INFO  [12:39:37.789] [bbotk]      1     8  900.3167     0.7576334 129.16000        35.16981
## INFO  [12:39:37.789] [bbotk]      6     5  988.3635     0.7457309 129.16000        32.29000
## INFO  [12:39:37.789] [bbotk]      1     8  906.9228     0.7200000 340.12463        32.29000
## INFO  [12:39:37.789] [bbotk]      9     8  886.0000     0.7200000 129.16000        32.29000
## INFO  [12:39:37.789] [bbotk]      1     8  902.5487     0.7476303 129.16000        32.29000
## INFO  [12:39:37.789] [bbotk]      1     8  899.7122     0.7200000 129.16000        27.62966
## INFO  [12:39:37.789] [bbotk]      7     4  886.0000     0.7218321 129.16000        32.29000
## INFO  [12:39:37.789] [bbotk]      5     8  886.0000     0.7200000 933.01793        32.29000
## INFO  [12:39:37.789] [bbotk]      1     8  864.9526     0.7200000 129.16000        32.29000
## INFO  [12:39:37.789] [bbotk]      1     8  908.3657     0.6754352 129.16000        32.29000
## INFO  [12:39:37.789] [bbotk]      2     8  886.0000     0.7200000 129.16000        32.29000
## INFO  [12:39:37.789] [bbotk]      1     8  906.9228     0.7200000 837.02824        26.64478
## INFO  [12:39:37.789] [bbotk]      1     4  886.0000     0.6754365 129.16000        33.08204
## INFO  [12:39:37.789] [bbotk]      1     8  908.2141     0.6983694 129.16000        32.29000
## INFO  [12:39:37.789] [bbotk]      1     8  907.2095     0.7391751 129.16000        32.29000
## INFO  [12:39:37.789] [bbotk]      1     8 1000.6721     0.6503109 129.16000        32.29000
## INFO  [12:39:37.789] [bbotk]      1     8  886.0000     0.7200000  23.50973        25.81256
## INFO  [12:39:37.789] [bbotk]     11     6  886.0000     0.7200000 129.16000        30.82009
## INFO  [12:39:37.789] [bbotk]      1     6 1003.8663     0.7200000 129.16000        32.29000
## INFO  [12:39:37.789] [bbotk]  medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO  [12:39:37.789] [bbotk]           33.97764         33.05000         29.77220  94  NA 1861        0.10
## INFO  [12:39:37.789] [bbotk]           28.87100         33.05000         30.48000  94  NA 1862        0.10
## INFO  [12:39:37.789] [bbotk]           32.81500         32.49934         30.48000  94  NA 1863        0.15
## INFO  [12:39:37.789] [bbotk]           32.81500         38.19108         30.48000  94  NA 1864        0.00
## INFO  [12:39:37.789] [bbotk]           32.81500         30.97424         23.81721  94  NA 1865        0.10
## INFO  [12:39:37.789] [bbotk]           30.53733         33.05000         31.07482  94  NA 1866        0.10
## INFO  [12:39:37.789] [bbotk]           28.99861         33.05000         23.12735  94  NA 1867        0.15
## INFO  [12:39:37.789] [bbotk]           32.81500         33.05000         28.22556  94  NA 1868        0.05
## INFO  [12:39:37.789] [bbotk]           32.81500         33.05000         30.48000  94  NA 1869        0.05
## INFO  [12:39:37.789] [bbotk]           34.93423         30.98023         30.48000  94  NA 1870        0.20
## INFO  [12:39:37.789] [bbotk]           32.81500         33.05000         30.48000  94  NA 1871        0.10
## INFO  [12:39:37.789] [bbotk]           21.78406         33.05000         28.61082  94  NA 1872        0.15
## INFO  [12:39:37.789] [bbotk]           32.81500         27.85656         30.48000  94  NA 1873        0.20
## INFO  [12:39:37.789] [bbotk]           29.47281         33.05000         28.90201  94  NA 1874        0.05
## INFO  [12:39:37.789] [bbotk]           32.81500         32.46869         30.48000  94  NA 1875        0.15
## INFO  [12:39:37.789] [bbotk]           34.29589         30.58606         28.61042  94  NA 1876        0.10
## INFO  [12:39:37.789] [bbotk]           32.81500         33.05000         32.53684  94  NA 1877        0.15
## INFO  [12:39:37.789] [bbotk]           31.30336         33.05000         30.48000  94  NA 1878        0.20
## INFO  [12:39:37.789] [bbotk]           32.81500         31.07831         29.96701  94  NA 1879        0.10
## INFO  [12:39:37.789] [bbotk]           32.81500         33.05000         23.49747  94  NA 1880        0.10
## INFO  [12:39:37.789] [bbotk]  dist_x_interest no_changed dist_train
## INFO  [12:39:37.789] [bbotk]       0.02407590          4  0.1506624
## INFO  [12:39:37.789] [bbotk]       0.03831666          4  0.1695557
## INFO  [12:39:37.789] [bbotk]       0.15984051          5  0.2463605
## INFO  [12:39:37.789] [bbotk]       0.03648602          3  0.1829418
## INFO  [12:39:37.789] [bbotk]       0.09881772          3  0.2339205
## INFO  [12:39:37.789] [bbotk]       0.02220397          4  0.1571528
## INFO  [12:39:37.789] [bbotk]       0.07575274          4  0.1711605
## INFO  [12:39:37.789] [bbotk]       0.12929069          4  0.1939836
## INFO  [12:39:37.789] [bbotk]       0.10856450          2  0.2585935
## INFO  [12:39:37.789] [bbotk]       0.02212459          3  0.1715331
## INFO  [12:39:37.789] [bbotk]       0.01520733          2  0.1491337
## INFO  [12:39:37.789] [bbotk]       0.11100295          3  0.2360849
## INFO  [12:39:37.789] [bbotk]       0.09052929          4  0.2063770
## INFO  [12:39:37.789] [bbotk]       0.09025087          5  0.1212688
## INFO  [12:39:37.789] [bbotk]       0.01321734          3  0.1511237
## INFO  [12:39:37.789] [bbotk]       0.03347572          5  0.1527728
## INFO  [12:39:37.789] [bbotk]       0.06237206          3  0.1784251
## INFO  [12:39:37.789] [bbotk]       0.03894202          3  0.1630090
## INFO  [12:39:37.789] [bbotk]       0.13239486          5  0.2201340
## INFO  [12:39:37.789] [bbotk]       0.13572624          3  0.2210835
## INFO  [12:39:38.001] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:38.131] [bbotk] Result of batch 95:
## INFO  [12:39:38.137] [bbotk]  heatF laneF    pointP reactiontimeP swimtimeP mediaParcialesP
## INFO  [12:39:38.137] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:38.137] [bbotk]      1     8 1010.8844     0.7200000  129.1600        32.29000
## INFO  [12:39:38.137] [bbotk]      1     8  906.9228     0.7071083  129.1600        30.31730
## INFO  [12:39:38.137] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:38.137] [bbotk]      1     8  904.0903     0.7200000  129.1600        32.29000
## INFO  [12:39:38.137] [bbotk]      1     9  978.9863     0.7200000  230.5477        32.29000
## INFO  [12:39:38.137] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:38.137] [bbotk]      1     8  857.9150     0.7200000  129.1600        32.29000
## INFO  [12:39:38.137] [bbotk]      1     8  908.3657     0.7061655  129.1600        32.29000
## INFO  [12:39:38.137] [bbotk]      1     8  908.3657     0.7116016  129.1600        32.29000
## INFO  [12:39:38.137] [bbotk]      1     8  886.0000     0.7427466  750.8711        32.29000
## INFO  [12:39:38.137] [bbotk]     12     8  949.7700     0.7200000  571.4249        34.54103
## INFO  [12:39:38.137] [bbotk]      1     3  886.0000     0.7266586  779.5431        27.08796
## INFO  [12:39:38.137] [bbotk]      1     9  887.5935     0.7200000  705.0101        26.91984
## INFO  [12:39:38.137] [bbotk]      1     1  886.0000     0.7200000  129.1600        30.67926
## INFO  [12:39:38.137] [bbotk]     11     8  886.0000     0.7257174  129.1600        32.29000
## INFO  [12:39:38.137] [bbotk]      1     3  920.5594     0.7200000  899.1290        32.29000
## INFO  [12:39:38.137] [bbotk]      1     8  999.8386     0.7200000  618.9248        28.44624
## INFO  [12:39:38.137] [bbotk]      6     4  916.2495     0.6730492  129.1600        29.83946
## INFO  [12:39:38.137] [bbotk]      1     8  886.0000     0.7012681  129.1600        32.87636
## INFO  [12:39:38.137] [bbotk]  medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO  [12:39:38.137] [bbotk]           32.81500         33.05000         28.61128  95  NA 1881        0.20
## INFO  [12:39:38.137] [bbotk]           32.81500         30.27809         30.48000  95  NA 1882        0.10
## INFO  [12:39:38.137] [bbotk]           32.81500         33.05000         28.61082  95  NA 1883        0.00
## INFO  [12:39:38.137] [bbotk]           32.19481         33.05000         29.91799  95  NA 1884        0.00
## INFO  [12:39:38.137] [bbotk]           32.81500         33.05000         28.63173  95  NA 1885        0.00
## INFO  [12:39:38.137] [bbotk]           28.85399         33.21086         30.48000  95  NA 1886        0.10
## INFO  [12:39:38.137] [bbotk]           32.81500         33.05000         28.61082  95  NA 1887        0.20
## INFO  [12:39:38.137] [bbotk]           32.81500         33.05000         30.48000  95  NA 1888        0.15
## INFO  [12:39:38.137] [bbotk]           32.81500         33.05000         27.74714  95  NA 1889        0.05
## INFO  [12:39:38.137] [bbotk]           26.11482         30.95111         30.48000  95  NA 1890        0.05
## INFO  [12:39:38.137] [bbotk]           32.81500         29.33310         30.48000  95  NA 1891        0.20
## INFO  [12:39:38.137] [bbotk]           32.81500         33.05000         29.00652  95  NA 1892        0.00
## INFO  [12:39:38.137] [bbotk]           32.61031         33.05000         28.03865  95  NA 1893        0.05
## INFO  [12:39:38.137] [bbotk]           32.81500         33.05000         32.79688  95  NA 1894        0.10
## INFO  [12:39:38.137] [bbotk]           32.81500         29.48969         30.48000  95  NA 1895        0.20
## INFO  [12:39:38.137] [bbotk]           32.81500         33.05000         23.31657  95  NA 1896        0.20
## INFO  [12:39:38.137] [bbotk]           32.81500         33.00560         30.48000  95  NA 1897        0.00
## INFO  [12:39:38.137] [bbotk]           32.81500         33.05000         30.48000  95  NA 1898        0.05
## INFO  [12:39:38.137] [bbotk]           36.39422         33.05000         23.23180  95  NA 1899        0.15
## INFO  [12:39:38.137] [bbotk]           30.27577         33.05000         30.48000  95  NA 1900        0.10
## INFO  [12:39:38.137] [bbotk]  dist_x_interest no_changed dist_train
## INFO  [12:39:38.137] [bbotk]      0.009403325          1  0.1562118
## INFO  [12:39:38.137] [bbotk]      0.052890162          2  0.1780085
## INFO  [12:39:38.137] [bbotk]      0.027009937          4  0.1398388
## INFO  [12:39:38.137] [bbotk]      0.005232895          2  0.1520414
## INFO  [12:39:38.137] [bbotk]      0.015710866          2  0.1509275
## INFO  [12:39:38.137] [bbotk]      0.113908160          5  0.2034469
## INFO  [12:39:38.137] [bbotk]      0.009405602          1  0.1562141
## INFO  [12:39:38.137] [bbotk]      0.009952174          1  0.1599811
## INFO  [12:39:38.137] [bbotk]      0.023937666          3  0.1516031
## INFO  [12:39:38.137] [bbotk]      0.041817968          4  0.1515291
## INFO  [12:39:38.137] [bbotk]      0.053767452          3  0.2005284
## INFO  [12:39:38.137] [bbotk]      0.125426048          5  0.2494243
## INFO  [12:39:38.137] [bbotk]      0.134551075          6  0.2201142
## INFO  [12:39:38.137] [bbotk]      0.128684657          5  0.2185149
## INFO  [12:39:38.137] [bbotk]      0.076516667          3  0.1086527
## INFO  [12:39:38.137] [bbotk]      0.095803794          3  0.2407439
## INFO  [12:39:38.137] [bbotk]      0.118852316          4  0.2086403
## INFO  [12:39:38.137] [bbotk]      0.086396109          3  0.2052672
## INFO  [12:39:38.137] [bbotk]      0.196431155          7  0.1942396
## INFO  [12:39:38.137] [bbotk]      0.015309713          3  0.1538369
## INFO  [12:39:38.306] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:38.448] [bbotk] Result of batch 96:
## INFO  [12:39:38.454] [bbotk]  heatF laneF    pointP reactiontimeP swimtimeP mediaParcialesP
## INFO  [12:39:38.454] [bbotk]     12     8  906.9228     0.7200000  129.1600        32.29000
## INFO  [12:39:38.454] [bbotk]     12     3  906.9228     0.7257761  687.6204        32.29000
## INFO  [12:39:38.454] [bbotk]      1     8  886.0000     0.6936343  129.1600        33.26855
## INFO  [12:39:38.454] [bbotk]      6     9  907.2969     0.7568005  129.1600        30.15055
## INFO  [12:39:38.454] [bbotk]      1     8  906.9228     0.7200000  129.1600        32.06111
## INFO  [12:39:38.454] [bbotk]      1     8  886.0000     0.7231623  129.1600        32.29000
## INFO  [12:39:38.454] [bbotk]      1     1  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:38.454] [bbotk]      9     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:38.454] [bbotk]      1     8  886.0000     0.6801063  129.1600        35.67640
## INFO  [12:39:38.454] [bbotk]      1     8  925.0538     0.7371636  129.1600        26.93109
## INFO  [12:39:38.454] [bbotk]      1     8 1012.9583     0.6722095  129.1600        28.14431
## INFO  [12:39:38.454] [bbotk]      1     8  886.0000     0.7265185  129.1600        32.29000
## INFO  [12:39:38.454] [bbotk]      5     8  919.6524     0.7200000  129.1600        29.82801
## INFO  [12:39:38.454] [bbotk]      1     8  886.0000     0.7007353  129.1600        32.29000
## INFO  [12:39:38.454] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:38.454] [bbotk]      1     8  865.6319     0.7200000  129.1600        32.29000
## INFO  [12:39:38.454] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:38.454] [bbotk]      1     8  872.7927     0.6534763  129.1600        32.29000
## INFO  [12:39:38.454] [bbotk]      9     6  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:38.454] [bbotk]      1     3  881.6074     0.7200000  129.1600        32.29000
## INFO  [12:39:38.454] [bbotk]  medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO  [12:39:38.454] [bbotk]           24.49483         33.14164         30.48000  96  NA 1901        0.05
## INFO  [12:39:38.454] [bbotk]           32.17471         33.05000         30.48000  96  NA 1902        0.00
## INFO  [12:39:38.454] [bbotk]           32.81500         33.05000         25.71524  96  NA 1903        0.15
## INFO  [12:39:38.454] [bbotk]           32.81500         26.71996         30.74809  96  NA 1904        0.35
## INFO  [12:39:38.454] [bbotk]           32.81500         33.05000         28.61082  96  NA 1905        0.00
## INFO  [12:39:38.454] [bbotk]           32.81500         36.43826         30.48000  96  NA 1906        0.10
## INFO  [12:39:38.454] [bbotk]           34.65965         33.11023         30.48000  96  NA 1907        0.30
## INFO  [12:39:38.454] [bbotk]           32.81500         33.05000         29.77646  96  NA 1908        0.10
## INFO  [12:39:38.454] [bbotk]           32.81500         33.05000         28.60902  96  NA 1909        0.20
## INFO  [12:39:38.454] [bbotk]           32.81500         33.05000         28.63336  96  NA 1910        0.10
## INFO  [12:39:38.454] [bbotk]           32.81500         33.05000         31.37814  96  NA 1911        0.15
## INFO  [12:39:38.454] [bbotk]           27.24413         33.05000         28.67607  96  NA 1912        0.15
## INFO  [12:39:38.454] [bbotk]           32.81500         33.05000         29.57875  96  NA 1913        0.00
## INFO  [12:39:38.454] [bbotk]           32.81500         33.05000         28.87404  96  NA 1914        0.20
## INFO  [12:39:38.454] [bbotk]           32.81500         33.05000         30.48000  96  NA 1915        0.10
## INFO  [12:39:38.454] [bbotk]           32.81500         23.99675         30.48000  96  NA 1916        0.35
## INFO  [12:39:38.454] [bbotk]           24.59700         22.20540         29.91799  96  NA 1917        0.15
## INFO  [12:39:38.454] [bbotk]           32.81500         26.42417         29.03745  96  NA 1918        0.25
## INFO  [12:39:38.454] [bbotk]           32.19481         33.05000         29.91799  96  NA 1919        0.00
## INFO  [12:39:38.454] [bbotk]           32.81500         30.95111         29.86416  96  NA 1920        0.05
## INFO  [12:39:38.454] [bbotk]  dist_x_interest no_changed dist_train
## INFO  [12:39:38.454] [bbotk]       0.09878569          4 0.22534287
## INFO  [12:39:38.454] [bbotk]       0.16304415          6 0.25094452
## INFO  [12:39:38.454] [bbotk]       0.03229401          3 0.17171529
## INFO  [12:39:38.454] [bbotk]       0.16104515          7 0.24731931
## INFO  [12:39:38.454] [bbotk]       0.01775772          3 0.14909100
## INFO  [12:39:38.454] [bbotk]       0.01107335          2 0.15752914
## INFO  [12:39:38.454] [bbotk]       0.06616405          3 0.09767628
## INFO  [12:39:38.454] [bbotk]       0.06236373          2 0.20917224
## INFO  [12:39:38.454] [bbotk]       0.02980996          3 0.16481034
## INFO  [12:39:38.454] [bbotk]       0.04789538          4 0.15046293
## INFO  [12:39:38.454] [bbotk]       0.07430517          4 0.17755842
## INFO  [12:39:38.454] [bbotk]       0.03174411          3 0.15682611
## INFO  [12:39:38.454] [bbotk]       0.08537230          4 0.19683704
## INFO  [12:39:38.454] [bbotk]       0.01122894          2 0.15311210
## INFO  [12:39:38.454] [bbotk]       0.00000000          0 0.15002896
## INFO  [12:39:38.454] [bbotk]       0.03542441          2 0.18545337
## INFO  [12:39:38.454] [bbotk]       0.06848233          3 0.19050294
## INFO  [12:39:38.454] [bbotk]       0.04345268          4 0.15782736
## INFO  [12:39:38.454] [bbotk]       0.12287995          4 0.21086493
## INFO  [12:39:38.454] [bbotk]       0.07001836          4 0.15800334
## INFO  [12:39:38.692] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:38.820] [bbotk] Result of batch 97:
## INFO  [12:39:38.825] [bbotk]  heatF laneF   pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO  [12:39:38.825] [bbotk]      1     4 921.4238     0.7200000 129.16000        32.29000          32.81500
## INFO  [12:39:38.825] [bbotk]      1     8 887.5648     0.7200000 129.16000        29.03046          32.94892
## INFO  [12:39:38.825] [bbotk]      1     8 906.9228     0.7200000  47.86427        28.81651          30.19527
## INFO  [12:39:38.825] [bbotk]      1     8 866.9973     0.7200000 129.16000        29.79605          32.81500
## INFO  [12:39:38.825] [bbotk]      1     8 906.9228     0.7200000 129.16000        32.29000          32.81500
## INFO  [12:39:38.825] [bbotk]      1     8 906.9228     0.7200000 129.16000        32.29000          32.81500
## INFO  [12:39:38.825] [bbotk]      1     8 908.3657     0.7200000 129.16000        32.29000          32.81500
## INFO  [12:39:38.825] [bbotk]      8     8 886.0000     0.6905773 888.68454        32.29000          32.81500
## INFO  [12:39:38.825] [bbotk]      1     8 923.1952     0.7325461 129.16000        33.78599          32.81500
## INFO  [12:39:38.825] [bbotk]      1     8 904.0903     0.7200000 129.16000        32.29000          32.81500
## INFO  [12:39:38.825] [bbotk]      1     8 886.0000     0.7195667 609.76335        32.29000          31.07213
## INFO  [12:39:38.825] [bbotk]      1     8 899.3266     0.7200000 129.16000        32.29000          32.81500
## INFO  [12:39:38.825] [bbotk]      1     8 926.6861     0.7200000 129.16000        29.63753          35.97821
## INFO  [12:39:38.825] [bbotk]      1     8 886.0000     0.7200000 129.16000        32.29000          32.19481
## INFO  [12:39:38.825] [bbotk]      1     8 886.0000     0.6769348 304.55695        32.29000          32.81500
## INFO  [12:39:38.825] [bbotk]      1     8 886.0000     0.7200000 129.16000        32.29000          32.19481
## INFO  [12:39:38.825] [bbotk]      1     0 905.5604     0.7155742 129.16000        32.29000          31.38788
## INFO  [12:39:38.825] [bbotk]      1     0 886.9205     0.7200000 129.16000        32.29000          32.81500
## INFO  [12:39:38.825] [bbotk]      1     4 914.0050     0.7276718 129.16000        33.08204          32.94541
## INFO  [12:39:38.825] [bbotk]      1     8 906.9228     0.6869061 129.16000        25.98159          32.81500
## INFO  [12:39:38.825] [bbotk]  maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO  [12:39:38.825] [bbotk]          33.05000         24.67598  97  NA 1921        0.00     0.100581816
## INFO  [12:39:38.825] [bbotk]          33.05000         32.40579  97  NA 1922        0.15     0.024121138
## INFO  [12:39:38.825] [bbotk]          30.98023         28.61082  97  NA 1923        0.05     0.052690759
## INFO  [12:39:38.825] [bbotk]          33.05000         28.61082  97  NA 1924        0.25     0.026359016
## INFO  [12:39:38.825] [bbotk]          33.05000         28.61082  97  NA 1925        0.00     0.016819776
## INFO  [12:39:38.825] [bbotk]          30.98023         28.61082  97  NA 1926        0.00     0.023268471
## INFO  [12:39:38.825] [bbotk]          33.05000         28.49535  97  NA 1927        0.05     0.017912157
## INFO  [12:39:38.825] [bbotk]          30.95111         28.49535  97  NA 1928        0.05     0.127154959
## INFO  [12:39:38.825] [bbotk]          25.63988         24.09005  97  NA 1929        0.35     0.076601982
## INFO  [12:39:38.825] [bbotk]          33.05000         28.63173  97  NA 1930        0.00     0.015710866
## INFO  [12:39:38.825] [bbotk]          33.05000         22.03937  97  NA 1931        0.20     0.079040548
## INFO  [12:39:38.825] [bbotk]          33.00566         30.48000  97  NA 1932        0.05     0.004860523
## INFO  [12:39:38.825] [bbotk]          33.05000         29.57875  97  NA 1933        0.20     0.042087509
## INFO  [12:39:38.825] [bbotk]          33.05000         30.48000  97  NA 1934        0.05     0.002404880
## INFO  [12:39:38.825] [bbotk]          24.34104         30.48000  97  NA 1935        0.30     0.045024068
## INFO  [12:39:38.825] [bbotk]          33.05000         29.91799  97  NA 1936        0.00     0.005232895
## INFO  [12:39:38.825] [bbotk]          33.05000         30.48000  97  NA 1937        0.00     0.072011929
## INFO  [12:39:38.825] [bbotk]          33.05000         30.48000  97  NA 1938        0.10     0.059149725
## INFO  [12:39:38.825] [bbotk]          33.05000         21.64005  97  NA 1939        0.00     0.118234430
## INFO  [12:39:38.825] [bbotk]          27.06703         30.48000  97  NA 1940        0.25     0.057312976
## INFO  [12:39:38.825] [bbotk]  no_changed dist_train
## INFO  [12:39:38.825] [bbotk]           3  0.1325766
## INFO  [12:39:38.825] [bbotk]           4  0.1673970
## INFO  [12:39:38.825] [bbotk]           6  0.1241349
## INFO  [12:39:38.825] [bbotk]           3  0.1544404
## INFO  [12:39:38.825] [bbotk]           2  0.1500289
## INFO  [12:39:38.825] [bbotk]           3  0.1435803
## INFO  [12:39:38.825] [bbotk]           2  0.1500987
## INFO  [12:39:38.825] [bbotk]           5  0.2524984
## INFO  [12:39:38.825] [bbotk]           5  0.1854168
## INFO  [12:39:38.825] [bbotk]           2  0.1509275
## INFO  [12:39:38.825] [bbotk]           4  0.2134201
## INFO  [12:39:38.825] [bbotk]           2  0.1534720
## INFO  [12:39:38.825] [bbotk]           4  0.1518885
## INFO  [12:39:38.825] [bbotk]           1  0.1524338
## INFO  [12:39:38.825] [bbotk]           3  0.1815827
## INFO  [12:39:38.825] [bbotk]           2  0.1520414
## INFO  [12:39:38.825] [bbotk]           4  0.1617999
## INFO  [12:39:38.825] [bbotk]           2  0.1497028
## INFO  [12:39:38.825] [bbotk]           6  0.1530605
## INFO  [12:39:38.825] [bbotk]           4  0.1623457
## INFO  [12:39:39.002] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:39.132] [bbotk] Result of batch 98:
## INFO  [12:39:39.137] [bbotk]  heatF laneF   pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO  [12:39:39.137] [bbotk]      1     7 945.2961     0.7200000  129.1600        32.29000          30.14835
## INFO  [12:39:39.137] [bbotk]     12     8 905.8402     0.7200000  681.9371        32.29000          32.81500
## INFO  [12:39:39.137] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:39.137] [bbotk]     12     3 997.0884     0.7200000  129.1600        34.98741          29.48083
## INFO  [12:39:39.137] [bbotk]      1     8 906.9228     0.7200000  129.1600        32.29000          29.45184
## INFO  [12:39:39.137] [bbotk]      1     4 988.3285     0.6935079  129.1600        35.01984          32.81500
## INFO  [12:39:39.137] [bbotk]      1     2 886.0000     0.7200000  129.1600        32.29000          22.87711
## INFO  [12:39:39.137] [bbotk]      1     8 906.9228     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:39.137] [bbotk]      1     8 905.7768     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:39.137] [bbotk]      1     8 890.5747     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:39.137] [bbotk]      1     8 911.2356     0.6841492  110.1927        26.40123          32.81500
## INFO  [12:39:39.137] [bbotk]      1     8 906.9228     0.7200000  788.0246        32.29000          32.81500
## INFO  [12:39:39.137] [bbotk]      2     0 886.0000     0.6953998  152.1118        32.29000          32.81500
## INFO  [12:39:39.137] [bbotk]      1     4 928.7103     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:39.137] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          32.19481
## INFO  [12:39:39.137] [bbotk]      1     8 906.9228     0.7200000  129.1600        28.01736          32.81500
## INFO  [12:39:39.137] [bbotk]      1     8 888.0267     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:39.137] [bbotk]      1     8 886.0000     0.6884852  129.1600        32.29000          32.81500
## INFO  [12:39:39.137] [bbotk]      1     8 906.9228     0.7326134  129.1600        32.06111          36.34289
## INFO  [12:39:39.137] [bbotk]      1     3 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:39.137] [bbotk]  maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO  [12:39:39.137] [bbotk]          30.63778         27.49271  98  NA 1941        0.00     0.112723447
## INFO  [12:39:39.137] [bbotk]          33.05000         28.80500  98  NA 1942        0.00     0.108487230
## INFO  [12:39:39.137] [bbotk]          33.05000         30.48000  98  NA 1943        0.10     0.000000000
## INFO  [12:39:39.137] [bbotk]          33.05000         28.87404  98  NA 1944        0.00     0.189075341
## INFO  [12:39:39.137] [bbotk]          33.05000         32.94761  98  NA 1945        0.05     0.032872166
## INFO  [12:39:39.137] [bbotk]          33.05000         25.83429  98  NA 1946        0.00     0.133976499
## INFO  [12:39:39.137] [bbotk]          33.05000         32.82298  98  NA 1947        0.15     0.109148687
## INFO  [12:39:39.137] [bbotk]          30.98023         30.48000  98  NA 1948        0.05     0.013862869
## INFO  [12:39:39.137] [bbotk]          29.74628         30.48000  98  NA 1949        0.20     0.017301294
## INFO  [12:39:39.137] [bbotk]          33.22428         30.48000  98  NA 1950        0.15     0.002164090
## INFO  [12:39:39.137] [bbotk]          33.05000         30.48000  98  NA 1951        0.05     0.040104910
## INFO  [12:39:39.137] [bbotk]          33.05000         30.48000  98  NA 1952        0.00     0.048183277
## INFO  [12:39:39.137] [bbotk]          21.99936         22.19957  98  NA 1953        0.20     0.199183603
## INFO  [12:39:39.137] [bbotk]          33.05000         30.48000  98  NA 1954        0.10     0.073958293
## INFO  [12:39:39.137] [bbotk]          33.05000         29.91799  98  NA 1955        0.00     0.005232895
## INFO  [12:39:39.137] [bbotk]          33.05000         30.48000  98  NA 1956        0.05     0.024922468
## INFO  [12:39:39.137] [bbotk]          33.05000         29.91799  98  NA 1957        0.10     0.003546196
## INFO  [12:39:39.137] [bbotk]          30.95111         30.72607  98  NA 1958        0.10     0.012927126
## INFO  [12:39:39.137] [bbotk]          30.43779         27.24913  98  NA 1959        0.10     0.048489310
## INFO  [12:39:39.137] [bbotk]          33.05000         30.48000  98  NA 1960        0.00     0.058823529
## INFO  [12:39:39.137] [bbotk]  no_changed dist_train
## INFO  [12:39:39.137] [bbotk]           5  0.1704738
## INFO  [12:39:39.137] [bbotk]           4  0.2424637
## INFO  [12:39:39.137] [bbotk]           0  0.1500290
## INFO  [12:39:39.137] [bbotk]           6  0.2671897
## INFO  [12:39:39.137] [bbotk]           3  0.1594293
## INFO  [12:39:39.137] [bbotk]           5  0.1497337
## INFO  [12:39:39.137] [bbotk]           3  0.2003541
## INFO  [12:39:39.137] [bbotk]           2  0.1504782
## INFO  [12:39:39.137] [bbotk]           2  0.1539173
## INFO  [12:39:39.137] [bbotk]           2  0.1505264
## INFO  [12:39:39.137] [bbotk]           4  0.1525417
## INFO  [12:39:39.137] [bbotk]           2  0.1967948
## INFO  [12:39:39.137] [bbotk]           6  0.2860723
## INFO  [12:39:39.137] [bbotk]           2  0.1233571
## INFO  [12:39:39.137] [bbotk]           2  0.1520414
## INFO  [12:39:39.137] [bbotk]           2  0.1544790
## INFO  [12:39:39.137] [bbotk]           2  0.1489373
## INFO  [12:39:39.137] [bbotk]           3  0.1538904
## INFO  [12:39:39.137] [bbotk]           6  0.1661137
## INFO  [12:39:39.137] [bbotk]           1  0.1500290
## INFO  [12:39:39.340] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:39.482] [bbotk] Result of batch 99:
## INFO  [12:39:39.487] [bbotk]  heatF laneF    pointP reactiontimeP swimtimeP mediaParcialesP
## INFO  [12:39:39.487] [bbotk]      3     8  863.3124     0.7200000  129.1600        32.29000
## INFO  [12:39:39.487] [bbotk]      1     3  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:39.487] [bbotk]      5     4  883.8421     0.7200000  129.1600        32.29000
## INFO  [12:39:39.487] [bbotk]      1     8  886.0000     0.7041302  129.1600        32.29000
## INFO  [12:39:39.487] [bbotk]      1     8  906.9228     0.7200000  360.2535        32.29000
## INFO  [12:39:39.487] [bbotk]      1     8  906.9228     0.7200000  605.1764        27.10655
## INFO  [12:39:39.487] [bbotk]      1     3  886.4277     0.7200000  129.1600        32.29000
## INFO  [12:39:39.487] [bbotk]      1     8  886.0000     0.7200000  202.2322        32.29000
## INFO  [12:39:39.487] [bbotk]      9     4  889.5043     0.7200000  129.1600        28.38256
## INFO  [12:39:39.487] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:39.487] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:39.487] [bbotk]      1     8  906.9228     0.7200000  129.1600        32.29000
## INFO  [12:39:39.487] [bbotk]      1     8  902.6626     0.7200000  129.1600        32.29000
## INFO  [12:39:39.487] [bbotk]      1     8  907.0809     0.7200000  129.1600        32.29000
## INFO  [12:39:39.487] [bbotk]      1     9  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:39.487] [bbotk]      1     8  906.9228     0.7200000  129.1600        32.29000
## INFO  [12:39:39.487] [bbotk]      1     4  886.0000     0.7200000  129.1600        34.85671
## INFO  [12:39:39.487] [bbotk]      1     2  880.9122     0.7200000  516.3832        32.29000
## INFO  [12:39:39.487] [bbotk]      1     5 1001.1699     0.7333110  541.5428        32.29000
## INFO  [12:39:39.487] [bbotk]      7     1 1000.3840     0.7200000  129.1600        32.29000
## INFO  [12:39:39.487] [bbotk]  medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO  [12:39:39.487] [bbotk]           22.88929         33.05000         26.10997  99  NA 1961        0.20
## INFO  [12:39:39.487] [bbotk]           32.81500         33.05000         30.48000  99  NA 1962        0.00
## INFO  [12:39:39.487] [bbotk]           32.81500         33.05000         30.48000  99  NA 1963        0.05
## INFO  [12:39:39.487] [bbotk]           32.81500         33.05000         30.48000  99  NA 1964        0.10
## INFO  [12:39:39.487] [bbotk]           32.81500         34.38443         28.61082  99  NA 1965        0.00
## INFO  [12:39:39.487] [bbotk]           32.81500         37.28007         30.48000  99  NA 1966        0.00
## INFO  [12:39:39.487] [bbotk]           32.81500         33.05000         28.79963  99  NA 1967        0.10
## INFO  [12:39:39.487] [bbotk]           32.69629         33.05000         30.48376  99  NA 1968        0.10
## INFO  [12:39:39.487] [bbotk]           32.27097         37.32760         28.64287  99  NA 1969        0.00
## INFO  [12:39:39.487] [bbotk]           32.73638         31.17631         30.48000  99  NA 1970        0.15
## INFO  [12:39:39.487] [bbotk]           32.81500         33.05000         28.61082  99  NA 1971        0.20
## INFO  [12:39:39.487] [bbotk]           32.81500         22.60386         28.61082  99  NA 1972        0.15
## INFO  [12:39:39.487] [bbotk]           34.27322         33.05000         30.48000  99  NA 1973        0.15
## INFO  [12:39:39.487] [bbotk]           32.81500         33.05000         28.60813  99  NA 1974        0.00
## INFO  [12:39:39.487] [bbotk]           30.32241         33.05000         30.48000  99  NA 1975        0.05
## INFO  [12:39:39.487] [bbotk]           33.39608         33.05000         30.48000  99  NA 1976        0.05
## INFO  [12:39:39.487] [bbotk]           32.81500         30.88157         30.48000  99  NA 1977        0.05
## INFO  [12:39:39.487] [bbotk]           32.81500         33.00211         23.68284  99  NA 1978        0.25
## INFO  [12:39:39.487] [bbotk]           34.71968         25.75799         28.87404  99  NA 1979        0.25
## INFO  [12:39:39.487] [bbotk]           32.81500         23.23002         29.87211  99  NA 1980        0.25
## INFO  [12:39:39.487] [bbotk]  dist_x_interest no_changed dist_train
## INFO  [12:39:39.487] [bbotk]      0.127341016          4  0.2524230
## INFO  [12:39:39.487] [bbotk]      0.058823529          1  0.1500290
## INFO  [12:39:39.487] [bbotk]      0.118411723          3  0.1980801
## INFO  [12:39:39.487] [bbotk]      0.002593100          1  0.1526221
## INFO  [12:39:39.487] [bbotk]      0.035276953          4  0.1684861
## INFO  [12:39:39.487] [bbotk]      0.071289066          4  0.2008456
## INFO  [12:39:39.487] [bbotk]      0.067430624          3  0.1551125
## INFO  [12:39:39.487] [bbotk]      0.005000778          3  0.1550297
## INFO  [12:39:39.487] [bbotk]      0.159582064          7  0.1952800
## INFO  [12:39:39.487] [bbotk]      0.006142609          2  0.1561716
## INFO  [12:39:39.487] [bbotk]      0.009405602          1  0.1562141
## INFO  [12:39:39.487] [bbotk]      0.049366310          3  0.1688666
## INFO  [12:39:39.487] [bbotk]      0.011558983          2  0.1595501
## INFO  [12:39:39.487] [bbotk]      0.016889357          2  0.1499864
## INFO  [12:39:39.487] [bbotk]      0.068488871          2  0.1596943
## INFO  [12:39:39.487] [bbotk]      0.009667397          2  0.1576585
## INFO  [12:39:39.487] [bbotk]      0.076097412          3  0.1347302
## INFO  [12:39:39.487] [bbotk]      0.118939155          5  0.2069241
## INFO  [12:39:39.487] [bbotk]      0.165513426          7  0.2481926
## INFO  [12:39:39.487] [bbotk]      0.191834567          5  0.2195786
## INFO  [12:39:39.683] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:39.856] [bbotk] Result of batch 100:
## INFO  [12:39:39.863] [bbotk]  heatF laneF   pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO  [12:39:39.863] [bbotk]      1     3 886.0000     0.7200000  129.1600        33.08204          32.81500
## INFO  [12:39:39.863] [bbotk]      1     4 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:39.863] [bbotk]      1     6 907.8853     0.7204526  129.1600        32.29000          32.81500
## INFO  [12:39:39.863] [bbotk]      6     0 871.7327     0.6990149  129.1600        32.29000          32.81500
## INFO  [12:39:39.863] [bbotk]     11     8 886.0000     0.7200000  799.5887        27.92024          32.81500
## INFO  [12:39:39.863] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          32.68809
## INFO  [12:39:39.863] [bbotk]      1     8 906.9228     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:39.863] [bbotk]      1     8 906.9228     0.7200000  129.1600        32.02149          32.81500
## INFO  [12:39:39.863] [bbotk]      9     8 906.9228     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:39.863] [bbotk]      1     3 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:39.863] [bbotk]      1     8 899.9709     0.7200000  244.4895        32.29000          32.81500
## INFO  [12:39:39.863] [bbotk]     12     3 886.0000     0.7200000  480.5454        32.29000          23.91777
## INFO  [12:39:39.863] [bbotk]      5     8 886.0000     0.7200000  129.1600        23.72035          32.81500
## INFO  [12:39:39.863] [bbotk]      1     8 891.1761     0.7200000  129.1600        32.29000          33.18466
## INFO  [12:39:39.863] [bbotk]      1     8 914.8624     0.7200000  129.1600        34.16086          32.29954
## INFO  [12:39:39.863] [bbotk]      1     8 904.3641     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:39.863] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.02441          32.81500
## INFO  [12:39:39.863] [bbotk]      1     8 886.0000     0.7200000  129.1600        29.44967          32.81500
## INFO  [12:39:39.863] [bbotk]      1     8 886.0000     0.7200000  129.1600        30.94390          35.03019
## INFO  [12:39:39.863] [bbotk]      1     4 940.4322     0.7545265  129.1600        32.29000          28.09861
## INFO  [12:39:39.863] [bbotk]  maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO  [12:39:39.863] [bbotk]          33.05000         28.90201 100  NA 1981        0.10     0.070009487
## INFO  [12:39:39.863] [bbotk]          33.05000         28.67607 100  NA 1982        0.05     0.067900802
## INFO  [12:39:39.863] [bbotk]          33.05000         25.49803 100  NA 1983        0.00     0.091721740
## INFO  [12:39:39.863] [bbotk]          34.46508         21.85449 100  NA 1984        0.25     0.173943800
## INFO  [12:39:39.863] [bbotk]          33.05000         24.36612 100  NA 1985        0.25     0.148979245
## INFO  [12:39:39.863] [bbotk]          33.05000         30.34993 100  NA 1986        0.10     0.001146638
## INFO  [12:39:39.863] [bbotk]          33.00751         28.61082 100  NA 1987        0.00     0.016952159
## INFO  [12:39:39.863] [bbotk]          33.05285         30.48000 100  NA 1988        0.05     0.008523349
## INFO  [12:39:39.863] [bbotk]          33.05000         28.61082 100  NA 1989        0.00     0.075643306
## INFO  [12:39:39.863] [bbotk]          33.05000         30.48000 100  NA 1990        0.00     0.058823529
## INFO  [12:39:39.863] [bbotk]          26.81883         25.86754 100  NA 1991        0.15     0.054710878
## INFO  [12:39:39.863] [bbotk]          33.05000         30.48000 100  NA 1992        0.00     0.173890122
## INFO  [12:39:39.863] [bbotk]          31.35163         28.80942 100  NA 1993        0.20     0.107637814
## INFO  [12:39:39.863] [bbotk]          33.23145         30.37438 100  NA 1994        0.15     0.004364433
## INFO  [12:39:39.863] [bbotk]          21.94052         30.48000 100  NA 1995        0.25     0.054506025
## INFO  [12:39:39.863] [bbotk]          31.30563         29.75810 100  NA 1996        0.00     0.015574878
## INFO  [12:39:39.863] [bbotk]          33.05000         30.48000 100  NA 1997        0.10     0.001088314
## INFO  [12:39:39.863] [bbotk]          33.05000         30.48000 100  NA 1998        0.10     0.011639019
## INFO  [12:39:39.863] [bbotk]          33.05000         30.48000 100  NA 1999        0.20     0.014105668
## INFO  [12:39:39.863] [bbotk]          33.05000         28.60813 100  NA 2000        0.00     0.111461159
## INFO  [12:39:39.863] [bbotk]  no_changed dist_train
## INFO  [12:39:39.863] [bbotk]           3  0.1579945
## INFO  [12:39:39.863] [bbotk]           2  0.1371277
## INFO  [12:39:39.863] [bbotk]           4  0.1781414
## INFO  [12:39:39.863] [bbotk]           6  0.2616795
## INFO  [12:39:39.863] [bbotk]           4  0.2770606
## INFO  [12:39:39.863] [bbotk]           2  0.1498665
## INFO  [12:39:39.863] [bbotk]           3  0.1498966
## INFO  [12:39:39.863] [bbotk]           3  0.1558355
## INFO  [12:39:39.863] [bbotk]           3  0.2088525
## INFO  [12:39:39.863] [bbotk]           1  0.1500290
## INFO  [12:39:39.863] [bbotk]           4  0.1791381
## INFO  [12:39:39.863] [bbotk]           4  0.2650956
## INFO  [12:39:39.863] [bbotk]           4  0.2251361
## INFO  [12:39:39.863] [bbotk]           4  0.1510433
## INFO  [12:39:39.863] [bbotk]           4  0.1806854
## INFO  [12:39:39.863] [bbotk]           3  0.1487662
## INFO  [12:39:39.863] [bbotk]           1  0.1508714
## INFO  [12:39:39.863] [bbotk]           1  0.1560239
## INFO  [12:39:39.863] [bbotk]           2  0.1632683
## INFO  [12:39:39.863] [bbotk]           5  0.1313453
## INFO  [12:39:40.064] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:40.198] [bbotk] Result of batch 101:
## INFO  [12:39:40.204] [bbotk]  heatF laneF   pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO  [12:39:40.204] [bbotk]      1     8 886.0000     0.7200000 272.59592        32.29000          32.81500
## INFO  [12:39:40.204] [bbotk]      1     1 903.9139     0.7200000 735.57443        29.79505          32.81500
## INFO  [12:39:40.204] [bbotk]      1     8 886.0000     0.7200000 129.16000        32.29000          32.82185
## INFO  [12:39:40.204] [bbotk]      1     6 886.9925     0.7200000 129.16000        32.29000          32.19164
## INFO  [12:39:40.204] [bbotk]     12     8 914.0159     0.7126764  39.84439        32.99481          33.62065
## INFO  [12:39:40.204] [bbotk]      1     1 992.3753     0.7200000 129.16000        24.31673          32.81500
## INFO  [12:39:40.204] [bbotk]      1     8 906.9887     0.7200000 129.16000        35.56422          32.81500
## INFO  [12:39:40.204] [bbotk]      1     8 886.0000     0.7200000 129.16000        32.29000          32.81500
## INFO  [12:39:40.204] [bbotk]      1     8 937.0864     0.7200000 129.16000        32.29000          32.81500
## INFO  [12:39:40.204] [bbotk]     10     8 886.0000     0.7200000 129.16000        32.29000          32.81500
## INFO  [12:39:40.204] [bbotk]      1     8 926.2091     0.7022707 129.16000        23.49105          26.27639
## INFO  [12:39:40.204] [bbotk]      1     2 886.0000     0.7200000 129.16000        32.29000          32.81500
## INFO  [12:39:40.204] [bbotk]      1     8 908.8859     0.6984663 129.16000        30.56770          32.81500
## INFO  [12:39:40.204] [bbotk]      1     4 886.0000     0.7386254 554.49718        32.29000          32.81500
## INFO  [12:39:40.204] [bbotk]      1     8 999.2255     0.7200000 129.16000        32.29000          34.60673
## INFO  [12:39:40.204] [bbotk]      1     5 904.3641     0.7200000 699.37446        32.29000          32.81500
## INFO  [12:39:40.204] [bbotk]      1     8 886.0000     0.7200000 129.16000        32.29000          32.19481
## INFO  [12:39:40.204] [bbotk]      1     8 886.0000     0.7200000 129.16000        32.29000          32.81500
## INFO  [12:39:40.204] [bbotk]      1     8 920.7728     0.7200000 129.16000        32.29000          32.81500
## INFO  [12:39:40.204] [bbotk]      1     4 886.0000     0.7200000 129.16000        32.29000          32.81500
## INFO  [12:39:40.204] [bbotk]  maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO  [12:39:40.204] [bbotk]          30.48923         30.48000 101  NA 2001        0.10     0.016853966
## INFO  [12:39:40.204] [bbotk]          30.71243         27.34712 101  NA 2002        0.00     0.135966375
## INFO  [12:39:40.204] [bbotk]          33.05000         27.45918 101  NA 2003        0.20     0.015227175
## INFO  [12:39:40.204] [bbotk]          34.82363         25.84600 101  NA 2004        0.05     0.090436447
## INFO  [12:39:40.204] [bbotk]          33.05000         30.32702 101  NA 2005        0.20     0.082256504
## INFO  [12:39:40.204] [bbotk]          33.05000         33.00937 101  NA 2006        0.10     0.141918891
## INFO  [12:39:40.204] [bbotk]          33.05000         30.48000 101  NA 2007        0.10     0.020854517
## INFO  [12:39:40.204] [bbotk]          33.05000         30.48000 101  NA 2008        0.10     0.000000000
## INFO  [12:39:40.204] [bbotk]          33.05000         30.48000 101  NA 2009        0.10     0.018102905
## INFO  [12:39:40.204] [bbotk]          33.05000         28.86341 101  NA 2010        0.20     0.066958154
## INFO  [12:39:40.204] [bbotk]          33.00503         23.09712 101  NA 2011        0.10     0.115846191
## INFO  [12:39:40.204] [bbotk]          33.00716         30.48000 101  NA 2012        0.20     0.058956994
## INFO  [12:39:40.204] [bbotk]          33.05000         28.71503 101  NA 2013        0.05     0.027567243
## INFO  [12:39:40.204] [bbotk]          33.05000         30.48000 101  NA 2014        0.05     0.088185828
## INFO  [12:39:40.204] [bbotk]          33.05000         30.48000 101  NA 2015        0.25     0.047070069
## INFO  [12:39:40.204] [bbotk]          31.30563         29.75810 101  NA 2016        0.00     0.109682035
## INFO  [12:39:40.204] [bbotk]          33.05000         29.91799 101  NA 2017        0.00     0.005232895
## INFO  [12:39:40.204] [bbotk]          33.05000         30.48000 101  NA 2018        0.10     0.000000000
## INFO  [12:39:40.204] [bbotk]          31.61013         24.97763 101  NA 2019        0.10     0.044495861
## INFO  [12:39:40.204] [bbotk]          33.05000         30.48000 101  NA 2020        0.05     0.058823529
## INFO  [12:39:40.204] [bbotk]  no_changed dist_train
## INFO  [12:39:40.204] [bbotk]           2  0.1668829
## INFO  [12:39:40.204] [bbotk]           6  0.1634645
## INFO  [12:39:40.204] [bbotk]           2  0.1619826
## INFO  [12:39:40.204] [bbotk]           5  0.1774688
## INFO  [12:39:40.204] [bbotk]           7  0.2142145
## INFO  [12:39:40.204] [bbotk]           4  0.1726375
## INFO  [12:39:40.204] [bbotk]           2  0.1694660
## INFO  [12:39:40.204] [bbotk]           0  0.1500290
## INFO  [12:39:40.204] [bbotk]           1  0.1569301
## INFO  [12:39:40.204] [bbotk]           2  0.2137667
## INFO  [12:39:40.204] [bbotk]           6  0.1893841
## INFO  [12:39:40.204] [bbotk]           2  0.1501624
## INFO  [12:39:40.204] [bbotk]           4  0.1382328
## INFO  [12:39:40.204] [bbotk]           3  0.1662664
## INFO  [12:39:40.204] [bbotk]           2  0.1858973
## INFO  [12:39:40.204] [bbotk]           5  0.1962496
## INFO  [12:39:40.204] [bbotk]           2  0.1520414
## INFO  [12:39:40.204] [bbotk]           0  0.1500290
## INFO  [12:39:40.204] [bbotk]           3  0.1589170
## INFO  [12:39:40.204] [bbotk]           1  0.1384919
## INFO  [12:39:40.407] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:40.537] [bbotk] Result of batch 102:
## INFO  [12:39:40.542] [bbotk]  heatF laneF   pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO  [12:39:40.542] [bbotk]      1     8 906.9228     0.7200000 540.02332        32.29000          30.61999
## INFO  [12:39:40.542] [bbotk]      1     4 886.0000     0.7200000 129.16000        32.29000          32.81500
## INFO  [12:39:40.542] [bbotk]      1     8 889.6591     0.7200000 129.16000        32.29000          32.81500
## INFO  [12:39:40.542] [bbotk]      1     8 907.0809     0.7054225 129.16000        32.29000          26.51858
## INFO  [12:39:40.542] [bbotk]      1     1 886.0000     0.7200000 255.88208        21.79251          32.81500
## INFO  [12:39:40.542] [bbotk]      1     5 886.0000     0.7200000 129.16000        31.58342          26.45091
## INFO  [12:39:40.542] [bbotk]      1     8 886.0000     0.7370561 129.16000        32.29000          32.81500
## INFO  [12:39:40.542] [bbotk]      1     8 897.5613     0.6924084 833.64368        32.29000          32.81500
## INFO  [12:39:40.542] [bbotk]      1     8 977.5967     0.7445847 129.16000        32.29000          32.81500
## INFO  [12:39:40.542] [bbotk]      1     3 906.9228     0.7134828 341.09151        32.75834          21.66992
## INFO  [12:39:40.542] [bbotk]      1     8 870.9422     0.7513905 776.67295        32.29000          32.19481
## INFO  [12:39:40.542] [bbotk]      3     8 911.0601     0.7200000 129.16000        32.29000          32.81500
## INFO  [12:39:40.542] [bbotk]     10     6 885.4803     0.7200000 129.16000        32.29000          29.89807
## INFO  [12:39:40.542] [bbotk]      6     8 886.0000     0.7200000 129.16000        33.42786          32.81500
## INFO  [12:39:40.542] [bbotk]      1     0 978.2382     0.7200000 129.16000        32.29000          36.43915
## INFO  [12:39:40.542] [bbotk]      1     4 886.0000     0.7200000  50.44235        28.99929          32.81500
## INFO  [12:39:40.542] [bbotk]      1     3 908.3657     0.7200000 129.16000        26.23440          32.81500
## INFO  [12:39:40.542] [bbotk]      1     8 886.0000     0.7003529 500.95887        32.29000          32.81500
## INFO  [12:39:40.542] [bbotk]      1     8 886.0000     0.7200000 129.16000        31.17981          32.81500
## INFO  [12:39:40.542] [bbotk]      1     8 888.0267     0.7200000 129.16000        35.38677          32.19481
## INFO  [12:39:40.542] [bbotk]  maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO  [12:39:40.542] [bbotk]          22.57645         30.48000 102  NA 2021        0.15     0.073980862
## INFO  [12:39:40.542] [bbotk]          27.25784         29.06584 102  NA 2022        0.15     0.083985870
## INFO  [12:39:40.542] [bbotk]          33.05000         30.48000 102  NA 2023        0.10     0.001296628
## INFO  [12:39:40.542] [bbotk]          33.05000         27.80386 102  NA 2024        0.00     0.047733516
## INFO  [12:39:40.542] [bbotk]          22.76739         25.87172 102  NA 2025        0.10     0.164906848
## INFO  [12:39:40.542] [bbotk]          32.89850         30.48000 102  NA 2026        0.10     0.086868517
## INFO  [12:39:40.542] [bbotk]          33.05000         28.70392 102  NA 2027        0.25     0.011724120
## INFO  [12:39:40.542] [bbotk]          30.70670         30.27545 102  NA 2028        0.00     0.060527372
## INFO  [12:39:40.542] [bbotk]          33.05000         22.63170 102  NA 2029        0.10     0.075967456
## INFO  [12:39:40.542] [bbotk]          33.26519         28.61082 102  NA 2030        0.00     0.135628053
## INFO  [12:39:40.542] [bbotk]          33.05000         29.91799 102  NA 2031        0.00     0.055764630
## INFO  [12:39:40.542] [bbotk]          33.05000         22.96324 102  NA 2032        0.10     0.105527783
## INFO  [12:39:40.542] [bbotk]          33.05000         30.48000 102  NA 2033        0.00     0.129141972
## INFO  [12:39:40.542] [bbotk]          33.05000         30.48000 102  NA 2034        0.15     0.063486216
## INFO  [12:39:40.542] [bbotk]          33.05000         30.48000 102  NA 2035        0.30     0.105562025
## INFO  [12:39:40.542] [bbotk]          27.08364         25.14732 102  NA 2036        0.25     0.122601921
## INFO  [12:39:40.542] [bbotk]          27.97533         29.14864 102  NA 2037        0.20     0.114073750
## INFO  [12:39:40.542] [bbotk]          33.05000         30.48000 102  NA 2038        0.05     0.026216407
## INFO  [12:39:40.542] [bbotk]          33.05000         28.03228 102  NA 2039        0.20     0.016866114
## INFO  [12:39:40.542] [bbotk]          38.46072         29.91799 102  NA 2040        0.00     0.035498840
## INFO  [12:39:40.542] [bbotk]  no_changed dist_train
## INFO  [12:39:40.542] [bbotk]           4  0.1927618
## INFO  [12:39:40.542] [bbotk]           3  0.1385660
## INFO  [12:39:40.542] [bbotk]           1  0.1499082
## INFO  [12:39:40.542] [bbotk]           4  0.1531112
## INFO  [12:39:40.542] [bbotk]           5  0.1938224
## INFO  [12:39:40.542] [bbotk]           4  0.1778281
## INFO  [12:39:40.542] [bbotk]           2  0.1552647
## INFO  [12:39:40.542] [bbotk]           5  0.1918904
## INFO  [12:39:40.542] [bbotk]           3  0.1984912
## INFO  [12:39:40.542] [bbotk]           8  0.2200836
## INFO  [12:39:40.542] [bbotk]           5  0.1993052
## INFO  [12:39:40.542] [bbotk]           3  0.2358048
## INFO  [12:39:40.542] [bbotk]           4  0.2203474
## INFO  [12:39:40.542] [bbotk]           2  0.2135152
## INFO  [12:39:40.542] [bbotk]           3  0.1802297
## INFO  [12:39:40.542] [bbotk]           5  0.1306141
## INFO  [12:39:40.542] [bbotk]           5  0.1859676
## INFO  [12:39:40.542] [bbotk]           2  0.1762454
## INFO  [12:39:40.542] [bbotk]           2  0.1558050
## INFO  [12:39:40.542] [bbotk]           5  0.1715873
## INFO  [12:39:40.728] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:40.857] [bbotk] Result of batch 103:
## INFO  [12:39:40.862] [bbotk]  heatF laneF   pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO  [12:39:40.862] [bbotk]      1     8 908.3657     0.7440138 107.94375        26.27457          31.39781
## INFO  [12:39:40.862] [bbotk]      1     8 858.2615     0.7200000 129.16000        32.06111          32.81500
## INFO  [12:39:40.862] [bbotk]      1     3 885.3504     0.7200000 129.16000        32.85723          32.81500
## INFO  [12:39:40.862] [bbotk]      1     8 887.5522     0.7200000 129.16000        35.39912          32.27069
## INFO  [12:39:40.862] [bbotk]      6     3 974.5955     0.7200000 129.16000        32.29000          32.81500
## INFO  [12:39:40.862] [bbotk]      8     8 886.0000     0.7200000  33.16257        32.29000          32.81500
## INFO  [12:39:40.862] [bbotk]     12     8 886.0000     0.7200000 777.62423        32.29000          33.94036
## INFO  [12:39:40.862] [bbotk]      6     8 921.4238     0.7200000 129.16000        32.29000          32.81500
## INFO  [12:39:40.862] [bbotk]      1     4 886.0000     0.6935079 129.16000        32.29000          32.81500
## INFO  [12:39:40.862] [bbotk]      1     8 886.0000     0.7200000 129.16000        32.29000          32.81500
## INFO  [12:39:40.862] [bbotk]      1     8 886.0000     0.7200000 129.16000        32.29000          32.81500
## INFO  [12:39:40.862] [bbotk]      1     8 886.0000     0.7200000 129.16000        32.29000          32.81500
## INFO  [12:39:40.862] [bbotk]      1     8 880.3165     0.7200000  31.16052        24.97098          32.19481
## INFO  [12:39:40.862] [bbotk]      1     8 906.9228     0.7280553 129.16000        32.29000          32.81500
## INFO  [12:39:40.862] [bbotk]      1     8 890.6158     0.7200000 129.16000        32.90809          32.81500
## INFO  [12:39:40.862] [bbotk]      1     4 912.5813     0.7200000 855.99708        28.20839          32.73269
## INFO  [12:39:40.862] [bbotk]      1     4 886.0000     0.7200000 129.16000        32.29000          32.81500
## INFO  [12:39:40.862] [bbotk]      1     8 886.0000     0.7200000 129.16000        24.80341          35.65906
## INFO  [12:39:40.862] [bbotk]      1     7 886.0000     0.7472557 129.16000        32.29000          32.81500
## INFO  [12:39:40.862] [bbotk]      1     8 905.4057     0.7116108 129.16000        29.48273          32.81500
## INFO  [12:39:40.862] [bbotk]  maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO  [12:39:40.862] [bbotk]          30.95111         28.49535 103  NA 2041        0.00     0.059833407
## INFO  [12:39:40.862] [bbotk]          33.05000         30.48000 103  NA 2042        0.15     0.010767342
## INFO  [12:39:40.862] [bbotk]          33.14580         30.87413 103  NA 2043        0.10     0.063659835
## INFO  [12:39:40.862] [bbotk]          33.05000         30.48000 103  NA 2044        0.10     0.015401126
## INFO  [12:39:40.862] [bbotk]          33.05000         30.48000 103  NA 2045        0.00     0.149041646
## INFO  [12:39:40.862] [bbotk]          33.05000         28.87404 103  NA 2046        0.30     0.072844752
## INFO  [12:39:40.862] [bbotk]          33.00560         22.19591 103  NA 2047        0.25     0.145136282
## INFO  [12:39:40.862] [bbotk]          33.05000         22.49021 103  NA 2048        0.10     0.111580509
## INFO  [12:39:40.862] [bbotk]          33.05000         25.83429 103  NA 2049        0.05     0.086529281
## INFO  [12:39:40.862] [bbotk]          33.05000         30.48000 103  NA 2050        0.10     0.000000000
## INFO  [12:39:40.862] [bbotk]          33.05000         29.75810 103  NA 2051        0.10     0.003632555
## INFO  [12:39:40.862] [bbotk]          36.17328         25.03709 103  NA 2052        0.25     0.037119503
## INFO  [12:39:40.862] [bbotk]          33.05000         27.25417 103  NA 2053        0.20     0.056706770
## INFO  [12:39:40.862] [bbotk]          33.05000         26.67345 103  NA 2054        0.00     0.027884786
## INFO  [12:39:40.862] [bbotk]          33.05000         30.48000 103  NA 2055        0.15     0.004168447
## INFO  [12:39:40.862] [bbotk]          33.05000         30.48000 103  NA 2056        0.05     0.130262585
## INFO  [12:39:40.862] [bbotk]          33.05000         30.48000 103  NA 2057        0.05     0.058823529
## INFO  [12:39:40.862] [bbotk]          29.94302         21.71374 103  NA 2058        0.20     0.095498249
## INFO  [12:39:40.862] [bbotk]          21.70125         30.48000 103  NA 2059        0.20     0.098635855
## INFO  [12:39:40.862] [bbotk]          33.05000         29.96527 103  NA 2060        0.05     0.022341015
## INFO  [12:39:40.862] [bbotk]  no_changed dist_train
## INFO  [12:39:40.862] [bbotk]           7  0.1453686
## INFO  [12:39:40.862] [bbotk]           2  0.1605504
## INFO  [12:39:40.862] [bbotk]           5  0.1546160
## INFO  [12:39:40.862] [bbotk]           3  0.1643300
## INFO  [12:39:40.862] [bbotk]           3  0.2388296
## INFO  [12:39:40.862] [bbotk]           3  0.2124287
## INFO  [12:39:40.862] [bbotk]           5  0.2913244
## INFO  [12:39:40.862] [bbotk]           3  0.2345126
## INFO  [12:39:40.862] [bbotk]           3  0.1325455
## INFO  [12:39:40.862] [bbotk]           0  0.1500290
## INFO  [12:39:40.862] [bbotk]           1  0.1504411
## INFO  [12:39:40.862] [bbotk]           2  0.1835753
## INFO  [12:39:40.862] [bbotk]           5  0.1713835
## INFO  [12:39:40.862] [bbotk]           3  0.1610940
## INFO  [12:39:40.862] [bbotk]           2  0.1527800
## INFO  [12:39:40.862] [bbotk]           5  0.1716750
## INFO  [12:39:40.862] [bbotk]           1  0.1384919
## INFO  [12:39:40.862] [bbotk]           4  0.2098707
## INFO  [12:39:40.862] [bbotk]           3  0.1865733
## INFO  [12:39:40.862] [bbotk]           4  0.1450510
## INFO  [12:39:41.127] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:41.272] [bbotk] Result of batch 104:
## INFO  [12:39:41.278] [bbotk]  heatF laneF   pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO  [12:39:41.278] [bbotk]      1     8 886.4809     0.7200000  934.3986        32.29000          32.81500
## INFO  [12:39:41.278] [bbotk]      1     9 906.5460     0.7187264  172.2516        32.29000          32.81500
## INFO  [12:39:41.278] [bbotk]      7     6 886.0000     0.7336286  129.1600        32.29000          32.81500
## INFO  [12:39:41.278] [bbotk]      1     8 902.7185     0.7020274  129.1600        32.29000          32.81500
## INFO  [12:39:41.278] [bbotk]      1     8 886.0000     0.7200000  129.1600        31.34106          32.81500
## INFO  [12:39:41.278] [bbotk]      1     8 906.9228     0.7200000  129.1600        28.81020          32.81500
## INFO  [12:39:41.278] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.62462          32.81500
## INFO  [12:39:41.278] [bbotk]      1     4 912.1057     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:41.278] [bbotk]      8     8 982.9407     0.6694758  129.1600        32.29000          32.81500
## INFO  [12:39:41.278] [bbotk]      5     8 886.0000     0.7279984  129.1600        32.29000          32.81500
## INFO  [12:39:41.278] [bbotk]      1     4 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:41.278] [bbotk]      1     8 921.0035     0.7467697  129.1600        32.29000          23.17254
## INFO  [12:39:41.278] [bbotk]      1     7 886.0000     0.7311483  129.1600        32.29000          32.81500
## INFO  [12:39:41.278] [bbotk]      1     3 992.1520     0.7200000  129.1600        32.29000          32.43379
## INFO  [12:39:41.278] [bbotk]      1     8 886.0000     0.7018319  129.1600        32.29000          28.11394
## INFO  [12:39:41.278] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:41.278] [bbotk]      6     8 917.3155     0.7206603  129.1600        26.20207          32.81500
## INFO  [12:39:41.278] [bbotk]      1     8 892.2045     0.7445159  160.7381        35.31500          31.26133
## INFO  [12:39:41.278] [bbotk]      9     8 939.1846     0.7383474  129.1600        32.29000          32.81500
## INFO  [12:39:41.278] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          31.83311
## INFO  [12:39:41.278] [bbotk]  maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO  [12:39:41.278] [bbotk]          32.44476         28.30563 104  NA 2061        0.15     0.062823886
## INFO  [12:39:41.278] [bbotk]          33.05000         30.48000 104  NA 2062        0.05     0.068978704
## INFO  [12:39:41.278] [bbotk]          33.05000         30.48000 104  NA 2063        0.05     0.119873962
## INFO  [12:39:41.278] [bbotk]          29.37283         30.48000 104  NA 2064        0.20     0.020317865
## INFO  [12:39:41.278] [bbotk]          33.05000         28.61082 104  NA 2065        0.20     0.013294136
## INFO  [12:39:41.278] [bbotk]          33.05000         28.61082 104  NA 2066        0.00     0.031079219
## INFO  [12:39:41.278] [bbotk]          31.39835         30.48000 104  NA 2067        0.15     0.006517188
## INFO  [12:39:41.278] [bbotk]          32.66513         29.65136 104  NA 2068        0.00     0.073443099
## INFO  [12:39:41.278] [bbotk]          35.69915         30.48000 104  NA 2069        0.15     0.109684697
## INFO  [12:39:41.278] [bbotk]          33.05000         22.81607 104  NA 2070        0.20     0.098694977
## INFO  [12:39:41.278] [bbotk]          30.51235         24.68272 104  NA 2071        0.00     0.095901627
## INFO  [12:39:41.278] [bbotk]          33.05000         30.48000 104  NA 2072        0.15     0.054167718
## INFO  [12:39:41.278] [bbotk]          33.05000         30.48000 104  NA 2073        0.10     0.060645139
## INFO  [12:39:41.278] [bbotk]          34.95672         30.48000 104  NA 2074        0.00     0.103858267
## INFO  [12:39:41.278] [bbotk]          33.01867         29.58775 104  NA 2075        0.05     0.025784945
## INFO  [12:39:41.278] [bbotk]          33.04975         28.61115 104  NA 2076        0.20     0.009404723
## INFO  [12:39:41.278] [bbotk]          33.05000         30.48000 104  NA 2077        0.10     0.094975312
## INFO  [12:39:41.278] [bbotk]          27.22920         30.48880 104  NA 2078        0.25     0.044758648
## INFO  [12:39:41.278] [bbotk]          33.00692         30.48000 104  NA 2079        0.10     0.080802108
## INFO  [12:39:41.278] [bbotk]          22.85809         29.58567 104  NA 2080        0.15     0.040062075
## INFO  [12:39:41.278] [bbotk]  no_changed dist_train
## INFO  [12:39:41.278] [bbotk]           4  0.2067491
## INFO  [12:39:41.278] [bbotk]           4  0.1587667
## INFO  [12:39:41.278] [bbotk]           3  0.2078114
## INFO  [12:39:41.278] [bbotk]           3  0.1532279
## INFO  [12:39:41.278] [bbotk]           2  0.1535546
## INFO  [12:39:41.278] [bbotk]           3  0.1443322
## INFO  [12:39:41.278] [bbotk]           2  0.1565461
## INFO  [12:39:41.278] [bbotk]           4  0.1315854
## INFO  [12:39:41.278] [bbotk]           4  0.2320007
## INFO  [12:39:41.278] [bbotk]           3  0.2428896
## INFO  [12:39:41.278] [bbotk]           3  0.1347624
## INFO  [12:39:41.278] [bbotk]           3  0.1707457
## INFO  [12:39:41.278] [bbotk]           2  0.1485826
## INFO  [12:39:41.278] [bbotk]           4  0.1921980
## INFO  [12:39:41.278] [bbotk]           4  0.1520584
## INFO  [12:39:41.278] [bbotk]           2  0.1562132
## INFO  [12:39:41.278] [bbotk]           4  0.2171663
## INFO  [12:39:41.278] [bbotk]           7  0.1789445
## INFO  [12:39:41.278] [bbotk]           4  0.2193609
## INFO  [12:39:41.278] [bbotk]           3  0.1740790
## INFO  [12:39:41.466] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:41.597] [bbotk] Result of batch 105:
## INFO  [12:39:41.613] [bbotk]  heatF laneF   pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO  [12:39:41.613] [bbotk]     11     8 906.9228     0.7200000  129.1600        30.15526          32.81500
## INFO  [12:39:41.613] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:41.613] [bbotk]      1     7 913.1323     0.7200000  129.1600        32.06111          35.85758
## INFO  [12:39:41.613] [bbotk]      1     8 904.3641     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:41.613] [bbotk]      1     8 886.0000     0.7200000  129.1600        27.45099          34.74162
## INFO  [12:39:41.613] [bbotk]      1     8 903.0390     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:41.613] [bbotk]      1     8 886.0000     0.7244241  129.1600        32.29000          32.81500
## INFO  [12:39:41.613] [bbotk]      1     2 906.9112     0.7159134  625.6322        31.81102          32.81500
## INFO  [12:39:41.613] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:41.613] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:41.613] [bbotk]      2     8 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:41.613] [bbotk]      1     7 998.6795     0.6932842  129.1600        32.29000          32.81500
## INFO  [12:39:41.613] [bbotk]      3     4 886.0000     0.7403825  129.1600        32.29000          32.81500
## INFO  [12:39:41.613] [bbotk]      1     8 890.3429     0.7028031  129.1600        32.29000          32.81500
## INFO  [12:39:41.613] [bbotk]      9     7 886.0000     0.6808400  299.8625        32.29000          32.81500
## INFO  [12:39:41.613] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:41.613] [bbotk]     12     2 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:41.613] [bbotk]      1     0 921.4238     0.7200000  533.4746        32.29000          28.13199
## INFO  [12:39:41.613] [bbotk]      1     4 914.0050     0.7200000  129.1600        33.08204          32.81500
## INFO  [12:39:41.613] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:41.613] [bbotk]  maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO  [12:39:41.613] [bbotk]          29.43155         28.61082 105  NA 2081        0.10    0.0956648086
## INFO  [12:39:41.613] [bbotk]          33.05000         28.61082 105  NA 2082        0.20    0.0094056019
## INFO  [12:39:41.613] [bbotk]          31.93925         30.48000 105  NA 2083        0.25    0.0846347557
## INFO  [12:39:41.613] [bbotk]          33.05000         29.75810 105  NA 2084        0.00    0.0101400227
## INFO  [12:39:41.613] [bbotk]          33.05000         30.48000 105  NA 2085        0.20    0.0272998546
## INFO  [12:39:41.613] [bbotk]          29.82122         30.48000 105  NA 2086        0.15    0.0160976664
## INFO  [12:39:41.613] [bbotk]          33.05000         30.48000 105  NA 2087        0.10    0.0007228869
## INFO  [12:39:41.613] [bbotk]          33.05000         28.59268 105  NA 2088        0.00    0.1090815989
## INFO  [12:39:41.613] [bbotk]          33.05000         29.91799 105  NA 2089        0.10    0.0028280149
## INFO  [12:39:41.613] [bbotk]          33.05000         30.48000 105  NA 2090        0.10    0.0000000000
## INFO  [12:39:41.613] [bbotk]          33.05000         30.48000 105  NA 2091        0.10    0.0588235294
## INFO  [12:39:41.613] [bbotk]          26.89584         30.77231 105  NA 2092        0.35    0.1237629744
## INFO  [12:39:41.613] [bbotk]          32.97040         30.48000 105  NA 2093        0.10    0.1212255253
## INFO  [12:39:41.613] [bbotk]          33.05000         30.02341 105  NA 2094        0.10    0.0066463974
## INFO  [12:39:41.613] [bbotk]          33.05000         30.48000 105  NA 2095        0.05    0.1346084451
## INFO  [12:39:41.613] [bbotk]          33.05000         28.32791 105  NA 2096        0.20    0.0108292219
## INFO  [12:39:41.613] [bbotk]          30.51235         30.48000 105  NA 2097        0.20    0.1255535098
## INFO  [12:39:41.613] [bbotk]          33.05000         29.25047 105  NA 2098        0.00    0.1207402403
## INFO  [12:39:41.613] [bbotk]          33.05000         30.48000 105  NA 2099        0.15    0.0719929571
## INFO  [12:39:41.613] [bbotk]          33.05000         29.91799 105  NA 2100        0.10    0.0028280149
## INFO  [12:39:41.613] [bbotk]  no_changed dist_train
## INFO  [12:39:41.613] [bbotk]           5  0.1976698
## INFO  [12:39:41.613] [bbotk]           1  0.1562141
## INFO  [12:39:41.613] [bbotk]           5  0.1735565
## INFO  [12:39:41.613] [bbotk]           2  0.1542010
## INFO  [12:39:41.613] [bbotk]           2  0.1716847
## INFO  [12:39:41.613] [bbotk]           2  0.1546540
## INFO  [12:39:41.613] [bbotk]           1  0.1493061
## INFO  [12:39:41.613] [bbotk]           6  0.1954033
## INFO  [12:39:41.613] [bbotk]           1  0.1496365
## INFO  [12:39:41.613] [bbotk]           0  0.1500290
## INFO  [12:39:41.613] [bbotk]           1  0.2088525
## INFO  [12:39:41.613] [bbotk]           5  0.2135510
## INFO  [12:39:41.613] [bbotk]           4  0.2008939
## INFO  [12:39:41.613] [bbotk]           3  0.1520375
## INFO  [12:39:41.613] [bbotk]           4  0.2258139
## INFO  [12:39:41.613] [bbotk]           1  0.1576377
## INFO  [12:39:41.613] [bbotk]           3  0.2167589
## INFO  [12:39:41.613] [bbotk]           5  0.2059123
## INFO  [12:39:41.613] [bbotk]           3  0.1253225
## INFO  [12:39:41.613] [bbotk]           1  0.1496365
## INFO  [12:39:41.792] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:41.918] [bbotk] Result of batch 106:
## INFO  [12:39:41.923] [bbotk]  heatF laneF   pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO  [12:39:41.923] [bbotk]      1     4 867.7938     0.7288623 129.16000        30.41016          32.81500
## INFO  [12:39:41.923] [bbotk]      8     6 869.2300     0.7200000 129.16000        32.29000          32.81500
## INFO  [12:39:41.923] [bbotk]      1     8 886.0000     0.7200000 129.16000        34.82700          32.81500
## INFO  [12:39:41.923] [bbotk]      1     8 906.9228     0.7200000 129.16000        32.29000          25.05034
## INFO  [12:39:41.923] [bbotk]      1     8 886.0000     0.7200000 935.83854        32.29000          32.81500
## INFO  [12:39:41.923] [bbotk]      1     6 906.9228     0.7200000 129.16000        32.06111          32.81500
## INFO  [12:39:41.923] [bbotk]      1     8 886.0000     0.7200000 129.16000        32.29000          32.81500
## INFO  [12:39:41.923] [bbotk]      1     9 870.6970     0.7200000 129.16000        32.29000          32.81500
## INFO  [12:39:41.923] [bbotk]      1     8 906.9228     0.7200000 129.16000        32.29000          32.81500
## INFO  [12:39:41.923] [bbotk]      1     4 957.3142     0.7200000 565.17225        32.29000          32.81500
## INFO  [12:39:41.923] [bbotk]      1     8 886.0000     0.7200000 129.16000        33.17513          32.81500
## INFO  [12:39:41.923] [bbotk]      1     3 897.4948     0.7200000 129.16000        32.09155          32.81500
## INFO  [12:39:41.923] [bbotk]      1     3 862.6293     0.7200000  26.54226        32.29000          32.81500
## INFO  [12:39:41.923] [bbotk]      1     8 895.5184     0.7200000 129.16000        32.73223          28.95527
## INFO  [12:39:41.923] [bbotk]      1     8 906.8424     0.7350017 129.16000        32.76649          32.81500
## INFO  [12:39:41.923] [bbotk]      4     8 886.0000     0.7200000 129.16000        32.29000          32.81500
## INFO  [12:39:41.923] [bbotk]      1     0 955.0027     0.7200000 283.04530        32.29000          32.81500
## INFO  [12:39:41.923] [bbotk]      1     8 886.0000     0.7200000 129.16000        29.95538          32.81500
## INFO  [12:39:41.923] [bbotk]      1     8 888.0267     0.7200000 129.16000        32.29000          32.19481
## INFO  [12:39:41.923] [bbotk]      1     6 984.0944     0.7200000 129.16000        26.82865          32.81500
## INFO  [12:39:41.923] [bbotk]  maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO  [12:39:41.923] [bbotk]          33.03132         30.24861 106  NA 2101        0.10     0.075648849
## INFO  [12:39:41.923] [bbotk]          32.74922         30.48000 106  NA 2102        0.10     0.124526774
## INFO  [12:39:41.923] [bbotk]          33.05000         29.91799 106  NA 2103        0.15     0.013224059
## INFO  [12:39:41.923] [bbotk]          33.05000         22.84990 106  NA 2104        0.10     0.075916929
## INFO  [12:39:41.923] [bbotk]          33.05000         26.04299 106  NA 2105        0.10     0.072242330
## INFO  [12:39:41.923] [bbotk]          23.94804         28.61082 106  NA 2106        0.20     0.104939810
## INFO  [12:39:41.923] [bbotk]          30.51235         30.48000 106  NA 2107        0.10     0.007906451
## INFO  [12:39:41.923] [bbotk]          36.00290         29.91799 106  NA 2108        0.10     0.076274523
## INFO  [12:39:41.923] [bbotk]          33.05000         30.48000 106  NA 2109        0.05     0.007414174
## INFO  [12:39:41.923] [bbotk]          28.65115         27.04887 106  NA 2110        0.05     0.142044405
## INFO  [12:39:41.923] [bbotk]          33.05000         28.84057 106  NA 2111        0.20     0.011876579
## INFO  [12:39:41.923] [bbotk]          33.05000         30.48000 106  NA 2112        0.00     0.063710010
## INFO  [12:39:41.923] [bbotk]          39.87882         30.48000 106  NA 2113        0.15     0.094731134
## INFO  [12:39:41.923] [bbotk]          30.98023         30.48000 106  NA 2114        0.05     0.026600373
## INFO  [12:39:41.923] [bbotk]          33.05000         28.30333 106  NA 2115        0.05     0.022742388
## INFO  [12:39:41.923] [bbotk]          40.03754         23.99702 106  NA 2116        0.25     0.113216344
## INFO  [12:39:41.923] [bbotk]          33.05000         30.48000 106  NA 2117        0.10     0.092797317
## INFO  [12:39:41.923] [bbotk]          33.05000         28.91670 106  NA 2118        0.20     0.017433177
## INFO  [12:39:41.923] [bbotk]          33.05000         30.48000 106  NA 2119        0.05     0.003123062
## INFO  [12:39:41.923] [bbotk]          28.97949         28.49535 106  NA 2120        0.20     0.138632430
## INFO  [12:39:41.923] [bbotk]  no_changed dist_train
## INFO  [12:39:41.923] [bbotk]           6  0.1451788
## INFO  [12:39:41.923] [bbotk]           4  0.2157322
## INFO  [12:39:41.923] [bbotk]           2  0.1600326
## INFO  [12:39:41.923] [bbotk]           3  0.1861706
## INFO  [12:39:41.923] [bbotk]           2  0.2190508
## INFO  [12:39:41.923] [bbotk]           5  0.1881478
## INFO  [12:39:41.923] [bbotk]           1  0.1579354
## INFO  [12:39:41.923] [bbotk]           4  0.1640103
## INFO  [12:39:41.923] [bbotk]           1  0.1560257
## INFO  [12:39:41.923] [bbotk]           5  0.1554699
## INFO  [12:39:41.923] [bbotk]           2  0.1586851
## INFO  [12:39:41.923] [bbotk]           3  0.1532521
## INFO  [12:39:41.923] [bbotk]           4  0.1856725
## INFO  [12:39:41.923] [bbotk]           4  0.1483427
## INFO  [12:39:41.923] [bbotk]           4  0.1560086
## INFO  [12:39:41.923] [bbotk]           3  0.2596721
## INFO  [12:39:41.923] [bbotk]           3  0.1825853
## INFO  [12:39:41.923] [bbotk]           2  0.1469079
## INFO  [12:39:41.923] [bbotk]           2  0.1517346
## INFO  [12:39:41.923] [bbotk]           5  0.1937462
## INFO  [12:39:42.155] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:42.290] [bbotk] Result of batch 107:
## INFO  [12:39:42.295] [bbotk]  heatF laneF    pointP reactiontimeP swimtimeP mediaParcialesP
## INFO  [12:39:42.295] [bbotk]      8     8  917.4571     0.7200000  301.9059        32.29000
## INFO  [12:39:42.295] [bbotk]     10     8  886.0000     0.7200000  129.1600        29.30928
## INFO  [12:39:42.295] [bbotk]      1     8  887.6753     0.7200000  620.5084        32.29000
## INFO  [12:39:42.295] [bbotk]      1     8  886.0000     0.7382121  129.1600        32.29000
## INFO  [12:39:42.295] [bbotk]      6     8  969.4363     0.7200000  142.1984        32.29000
## INFO  [12:39:42.295] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:42.295] [bbotk]      1     8 1009.5708     0.7200000  129.1600        32.29000
## INFO  [12:39:42.295] [bbotk]     10     9  956.3505     0.7200000  129.1600        35.18197
## INFO  [12:39:42.295] [bbotk]      1     8  886.0000     0.7508011  293.0849        32.29000
## INFO  [12:39:42.295] [bbotk]      1     4  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:42.295] [bbotk]      1     6  890.9229     0.7418273  174.6348        32.29000
## INFO  [12:39:42.295] [bbotk]      1     8  886.0000     0.7200000  129.1600        27.02454
## INFO  [12:39:42.295] [bbotk]     12     8  916.0695     0.7090802  129.1600        21.99580
## INFO  [12:39:42.295] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.31980
## INFO  [12:39:42.295] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.08862
## INFO  [12:39:42.295] [bbotk]      1     8  886.0000     0.7200000  129.1600        27.92423
## INFO  [12:39:42.295] [bbotk]      1     1  886.0000     0.7200000  413.3723        32.29000
## INFO  [12:39:42.295] [bbotk]      8     3  886.0000     0.7200000  129.1600        28.36252
## INFO  [12:39:42.295] [bbotk]      8     3  926.1559     0.6956328  129.1600        27.83763
## INFO  [12:39:42.295] [bbotk]     12     4  955.8462     0.7200000  129.1600        32.29000
## INFO  [12:39:42.295] [bbotk]  medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO  [12:39:42.295] [bbotk]           28.57617         36.97494         30.48000 107  NA 2121        0.10
## INFO  [12:39:42.295] [bbotk]           32.81500         33.05000         29.91799 107  NA 2122        0.10
## INFO  [12:39:42.295] [bbotk]           32.81500         30.07823         30.48000 107  NA 2123        0.05
## INFO  [12:39:42.295] [bbotk]           29.56043         33.05000         27.89140 107  NA 2124        0.20
## INFO  [12:39:42.295] [bbotk]           32.81500         33.11861         27.98189 107  NA 2125        0.05
## INFO  [12:39:42.295] [bbotk]           32.81500         30.92680         28.66444 107  NA 2126        0.10
## INFO  [12:39:42.295] [bbotk]           32.81500         33.05000         22.84209 107  NA 2127        0.10
## INFO  [12:39:42.295] [bbotk]           32.81500         36.52979         30.48000 107  NA 2128        0.15
## INFO  [12:39:42.295] [bbotk]           32.81500         33.05000         30.48000 107  NA 2129        0.15
## INFO  [12:39:42.295] [bbotk]           32.81500         38.23939         30.48000 107  NA 2130        0.05
## INFO  [12:39:42.295] [bbotk]           32.19481         33.05000         28.50010 107  NA 2131        0.05
## INFO  [12:39:42.295] [bbotk]           32.81500         31.30563         30.48000 107  NA 2132        0.15
## INFO  [12:39:42.295] [bbotk]           32.81500         33.05000         30.48000 107  NA 2133        0.10
## INFO  [12:39:42.295] [bbotk]           32.81500         33.05000         30.48000 107  NA 2134        0.15
## INFO  [12:39:42.295] [bbotk]           32.81500         28.90737         30.48000 107  NA 2135        0.25
## INFO  [12:39:42.295] [bbotk]           23.34447         33.05000         30.48000 107  NA 2136        0.10
## INFO  [12:39:42.295] [bbotk]           32.81500         33.05000         28.87404 107  NA 2137        0.15
## INFO  [12:39:42.295] [bbotk]           32.81500         33.05000         27.96961 107  NA 2138        0.10
## INFO  [12:39:42.295] [bbotk]           32.81500         38.71781         24.29631 107  NA 2139        0.10
## INFO  [12:39:42.295] [bbotk]           32.81500         24.46937         23.92807 107  NA 2140        0.25
## INFO  [12:39:42.295] [bbotk]  dist_x_interest no_changed dist_train
## INFO  [12:39:42.295] [bbotk]      0.109325101          5  0.2284165
## INFO  [12:39:42.295] [bbotk]      0.073865845          3  0.2125947
## INFO  [12:39:42.295] [bbotk]      0.040256240          3  0.1890979
## INFO  [12:39:42.295] [bbotk]      0.028621518          3  0.1537035
## INFO  [12:39:42.295] [bbotk]      0.101980804          5  0.2245045
## INFO  [12:39:42.295] [bbotk]      0.015750939          2  0.1505582
## INFO  [12:39:42.295] [bbotk]      0.082222001          2  0.2047457
## INFO  [12:39:42.295] [bbotk]      0.165268856          5  0.2201050
## INFO  [12:39:42.295] [bbotk]      0.015176171          2  0.1619372
## INFO  [12:39:42.295] [bbotk]      0.074991862          2  0.1266194
## INFO  [12:39:42.295] [bbotk]      0.079316091          6  0.1626157
## INFO  [12:39:42.295] [bbotk]      0.027011535          2  0.1605267
## INFO  [12:39:42.295] [bbotk]      0.113446504          4  0.2329521
## INFO  [12:39:42.295] [bbotk]      0.000122117          1  0.1501511
## INFO  [12:39:42.295] [bbotk]      0.013732224          2  0.1627140
## INFO  [12:39:42.295] [bbotk]      0.054613094          2  0.1760425
## INFO  [12:39:42.295] [bbotk]      0.084491081          3  0.1136525
## INFO  [12:39:42.295] [bbotk]      0.146373138          4  0.2341123
## INFO  [12:39:42.295] [bbotk]      0.202877979          7  0.2592410
## INFO  [12:39:42.295] [bbotk]      0.202100912          5  0.2155264
## INFO  [12:39:42.460] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:42.600] [bbotk] Result of batch 108:
## INFO  [12:39:42.605] [bbotk]  heatF laneF    pointP reactiontimeP swimtimeP mediaParcialesP
## INFO  [12:39:42.605] [bbotk]      1     2  878.7757     0.7200000  129.1600        21.48064
## INFO  [12:39:42.605] [bbotk]      3     8  880.2733     0.6868765  129.1600        32.29000
## INFO  [12:39:42.605] [bbotk]     12     8  907.7646     0.7200000  129.1600        26.69971
## INFO  [12:39:42.605] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:42.605] [bbotk]      1     8  907.0809     0.7200000  129.1600        32.29000
## INFO  [12:39:42.605] [bbotk]      1     8  906.9228     0.7200000  129.1600        32.29000
## INFO  [12:39:42.605] [bbotk]      1     0  890.3230     0.7082615  129.1600        32.29000
## INFO  [12:39:42.605] [bbotk]      1     8 1002.2767     0.6910377  875.8793        32.29000
## INFO  [12:39:42.605] [bbotk]      1     0  886.0000     0.7200000  129.1600        28.57382
## INFO  [12:39:42.605] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.06111
## INFO  [12:39:42.605] [bbotk]      1     8  886.0000     0.7200000  129.1600        34.05904
## INFO  [12:39:42.605] [bbotk]      1     8  888.0267     0.7200000  129.1600        33.85027
## INFO  [12:39:42.605] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:42.605] [bbotk]      1     4  909.2078     0.7185949  129.1600        32.29000
## INFO  [12:39:42.605] [bbotk]      2     6  866.3383     0.7367388  669.8590        32.29000
## INFO  [12:39:42.605] [bbotk]      1     4  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:42.605] [bbotk]      1     4  960.1594     0.7200000  129.1600        32.29000
## INFO  [12:39:42.605] [bbotk]      1     8  886.0000     0.7200000  129.1600        24.52067
## INFO  [12:39:42.605] [bbotk]      1     8  908.3657     0.7200000  129.1600        32.29000
## INFO  [12:39:42.605] [bbotk]     10     8  902.5487     0.7200000  129.1600        32.29000
## INFO  [12:39:42.605] [bbotk]  medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO  [12:39:42.605] [bbotk]           32.81500         33.05000         31.76277 108  NA 2141        0.20
## INFO  [12:39:42.605] [bbotk]           32.81500         23.17354         28.61082 108  NA 2142        0.25
## INFO  [12:39:42.605] [bbotk]           32.81500         37.27623         30.48000 108  NA 2143        0.10
## INFO  [12:39:42.605] [bbotk]           32.81500         32.87246         30.48000 108  NA 2144        0.10
## INFO  [12:39:42.605] [bbotk]           32.81500         33.05000         28.60813 108  NA 2145        0.00
## INFO  [12:39:42.605] [bbotk]           32.81500         33.05000         30.48000 108  NA 2146        0.05
## INFO  [12:39:42.605] [bbotk]           32.81500         39.80523         30.48000 108  NA 2147        0.05
## INFO  [12:39:42.605] [bbotk]           32.81500         21.47793         30.48000 108  NA 2148        0.20
## INFO  [12:39:42.605] [bbotk]           26.03250         33.05000         30.48000 108  NA 2149        0.10
## INFO  [12:39:42.605] [bbotk]           32.81500         33.05000         28.61082 108  NA 2150        0.20
## INFO  [12:39:42.605] [bbotk]           32.81500         33.05000         31.41539 108  NA 2151        0.20
## INFO  [12:39:42.605] [bbotk]           30.71077         29.81781         26.46025 108  NA 2152        0.10
## INFO  [12:39:42.605] [bbotk]           32.81500         33.05000         30.48000 108  NA 2153        0.10
## INFO  [12:39:42.605] [bbotk]           32.81500         25.10043         30.48000 108  NA 2154        0.30
## INFO  [12:39:42.605] [bbotk]           34.83964         33.05000         30.48000 108  NA 2155        0.20
## INFO  [12:39:42.605] [bbotk]           32.81500         30.51235         30.48000 108  NA 2156        0.05
## INFO  [12:39:42.605] [bbotk]           32.81500         33.05000         30.06616 108  NA 2157        0.10
## INFO  [12:39:42.605] [bbotk]           33.90644         33.05000         29.91799 108  NA 2158        0.15
## INFO  [12:39:42.605] [bbotk]           32.81500         30.95111         30.48000 108  NA 2159        0.10
## INFO  [12:39:42.605] [bbotk]           23.74007         33.05000         28.67607 108  NA 2160        0.00
## INFO  [12:39:42.605] [bbotk]  dist_x_interest no_changed dist_train
## INFO  [12:39:42.605] [bbotk]     0.1121326591          4  0.2030922
## INFO  [12:39:42.605] [bbotk]     0.1064424151          5  0.2299464
## INFO  [12:39:42.605] [bbotk]     0.1026112236          4  0.2315712
## INFO  [12:39:42.605] [bbotk]     0.0005531538          1  0.1505821
## INFO  [12:39:42.605] [bbotk]     0.0168893569          2  0.1499864
## INFO  [12:39:42.605] [bbotk]     0.0074141743          1  0.1560257
## INFO  [12:39:42.605] [bbotk]     0.0833204459          4  0.1728592
## INFO  [12:39:42.605] [bbotk]     0.1281959671          4  0.2438495
## INFO  [12:39:42.605] [bbotk]     0.1003515963          3  0.1913112
## INFO  [12:39:42.605] [bbotk]     0.0103435506          2  0.1565052
## INFO  [12:39:42.605] [bbotk]     0.0119560027          2  0.1563386
## INFO  [12:39:42.605] [bbotk]     0.0455688300          5  0.1621423
## INFO  [12:39:42.605] [bbotk]     0.0000000000          0  0.1500290
## INFO  [12:39:42.605] [bbotk]     0.0920450869          4  0.1439503
## INFO  [12:39:42.605] [bbotk]     0.1686574994          6  0.2559745
## INFO  [12:39:42.605] [bbotk]     0.0667299804          2  0.1382985
## INFO  [12:39:42.605] [bbotk]     0.0871850009          3  0.1285826
## INFO  [12:39:42.605] [bbotk]     0.0388971514          3  0.1776260
## INFO  [12:39:42.605] [bbotk]     0.0144649046          2  0.1498761
## INFO  [12:39:42.605] [bbotk]     0.1089541089          4  0.2223078
## INFO  [12:39:42.815] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:42.956] [bbotk] Result of batch 109:
## INFO  [12:39:42.962] [bbotk]  heatF laneF   pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO  [12:39:42.962] [bbotk]      1     5 886.0000     0.6917576  129.1600        32.29000          32.81500
## INFO  [12:39:42.962] [bbotk]      1     4 962.2545     0.7419774  786.7225        32.29000          35.88188
## INFO  [12:39:42.962] [bbotk]      4     8 930.5237     0.7200000  797.9395        32.23934          30.11642
## INFO  [12:39:42.962] [bbotk]      1     8 886.0000     0.7090744  129.1600        33.24021          32.81500
## INFO  [12:39:42.962] [bbotk]      1     8 911.1994     0.7200000  129.1600        33.91201          32.43705
## INFO  [12:39:42.962] [bbotk]      6     4 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:42.962] [bbotk]      1     8 899.2973     0.7200000  129.1600        32.29000          24.82817
## INFO  [12:39:42.962] [bbotk]      1     8 906.9458     0.7200000   27.6646        32.29000          32.81500
## INFO  [12:39:42.962] [bbotk]      1     8 904.3641     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:42.962] [bbotk]      1     3 874.5572     0.7200000  485.9638        34.52498          29.31083
## INFO  [12:39:42.962] [bbotk]      1     8 907.3572     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:42.962] [bbotk]     12     8 938.4823     0.7200000  129.1600        32.29000          22.02192
## INFO  [12:39:42.962] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:42.962] [bbotk]     11     8 926.5973     0.7200000  129.1600        32.51372          30.91192
## INFO  [12:39:42.962] [bbotk]      1     8 902.7625     0.7200000  129.1600        29.97824          32.63063
## INFO  [12:39:42.962] [bbotk]      1     8 887.5517     0.7035605  129.1600        32.25954          27.46097
## INFO  [12:39:42.962] [bbotk]      1     8 886.0000     0.7200000  435.5642        28.98065          32.81500
## INFO  [12:39:42.962] [bbotk]      1     2 906.9124     0.7200000  129.1600        30.56377          32.81500
## INFO  [12:39:42.962] [bbotk]      1     8 894.6125     0.7200000  796.4139        32.29000          30.09986
## INFO  [12:39:42.962] [bbotk]      9     9 886.0000     0.7200000  129.1600        23.64123          35.79470
## INFO  [12:39:42.962] [bbotk]  maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO  [12:39:42.962] [bbotk]          33.05000         30.48000 109  NA 2161        0.05     0.063438307
## INFO  [12:39:42.962] [bbotk]          33.05000         30.48000 109  NA 2162        0.30     0.142016774
## INFO  [12:39:42.962] [bbotk]          29.03412         27.29848 109  NA 2163        0.10     0.155176520
## INFO  [12:39:42.962] [bbotk]          30.46053         28.76969 109  NA 2164        0.10     0.022353076
## INFO  [12:39:42.962] [bbotk]          32.76797         30.48000 109  NA 2165        0.10     0.017920492
## INFO  [12:39:42.962] [bbotk]          23.79969         30.48000 109  NA 2166        0.20     0.146467803
## INFO  [12:39:42.962] [bbotk]          31.14205         30.48000 109  NA 2167        0.05     0.041626422
## INFO  [12:39:42.962] [bbotk]          34.05255         32.86344 109  NA 2168        0.25     0.028819586
## INFO  [12:39:42.962] [bbotk]          31.30563         30.48000 109  NA 2169        0.10     0.011942322
## INFO  [12:39:42.962] [bbotk]          33.05000         26.37650 109  NA 2170        0.00     0.128351515
## INFO  [12:39:42.962] [bbotk]          33.05000         28.77264 109  NA 2171        0.00     0.016159456
## INFO  [12:39:42.962] [bbotk]          31.65252         30.48000 109  NA 2172        0.10     0.123626654
## INFO  [12:39:42.962] [bbotk]          33.05000         29.34729 109  NA 2173        0.10     0.005699738
## INFO  [12:39:42.962] [bbotk]          33.05000         23.02973 109  NA 2174        0.10     0.118995121
## INFO  [12:39:42.962] [bbotk]          33.05000         30.38663 109  NA 2175        0.05     0.016597778
## INFO  [12:39:42.962] [bbotk]          33.05000         30.48000 109  NA 2176        0.10     0.024121783
## INFO  [12:39:42.962] [bbotk]          24.64615         30.48000 109  NA 2177        0.30     0.058704062
## INFO  [12:39:42.962] [bbotk]          33.05000         30.48000 109  NA 2178        0.10     0.073307733
## INFO  [12:39:42.962] [bbotk]          22.78811         30.48000 109  NA 2179        0.20     0.086840905
## INFO  [12:39:42.962] [bbotk]          33.05000         21.68176 109  NA 2180        0.30     0.208914230
## INFO  [12:39:42.962] [bbotk]  no_changed dist_train
## INFO  [12:39:42.962] [bbotk]           2  0.1546437
## INFO  [12:39:42.962] [bbotk]           5  0.1580423
## INFO  [12:39:42.962] [bbotk]           7  0.2426480
## INFO  [12:39:42.962] [bbotk]           4  0.1531113
## INFO  [12:39:42.962] [bbotk]           4  0.1597138
## INFO  [12:39:42.962] [bbotk]           3  0.2152799
## INFO  [12:39:42.962] [bbotk]           3  0.1616989
## INFO  [12:39:42.962] [bbotk]           4  0.1696433
## INFO  [12:39:42.962] [bbotk]           2  0.1523987
## INFO  [12:39:42.962] [bbotk]           6  0.2158687
## INFO  [12:39:42.962] [bbotk]           2  0.1490607
## INFO  [12:39:42.962] [bbotk]           4  0.2307902
## INFO  [12:39:42.962] [bbotk]           1  0.1525082
## INFO  [12:39:42.962] [bbotk]           5  0.2267600
## INFO  [12:39:42.962] [bbotk]           4  0.1477433
## INFO  [12:39:42.962] [bbotk]           4  0.1587856
## INFO  [12:39:42.962] [bbotk]           3  0.1893801
## INFO  [12:39:42.962] [bbotk]           3  0.1628499
## INFO  [12:39:42.962] [bbotk]           4  0.2103127
## INFO  [12:39:42.962] [bbotk]           5  0.2959194
## INFO  [12:39:43.165] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:43.301] [bbotk] Result of batch 110:
## INFO  [12:39:43.307] [bbotk]  heatF laneF   pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO  [12:39:43.307] [bbotk]      1     8 907.3572     0.7446597    129.16        32.29000          32.81500
## INFO  [12:39:43.307] [bbotk]      1     8 886.0000     0.7200000    129.16        32.29000          32.81500
## INFO  [12:39:43.307] [bbotk]      1     8 902.5487     0.7200000    129.16        32.29000          32.81500
## INFO  [12:39:43.307] [bbotk]      8     2 921.4238     0.7200000    129.16        32.29000          32.81500
## INFO  [12:39:43.307] [bbotk]      1     8 931.3722     0.7200000    129.16        31.64460          32.81500
## INFO  [12:39:43.307] [bbotk]      1     8 908.1573     0.7200000    129.16        32.29000          32.81500
## INFO  [12:39:43.307] [bbotk]      1     1 908.3894     0.7200000    129.16        32.29000          32.81500
## INFO  [12:39:43.307] [bbotk]      1     8 886.0000     0.7200000    129.16        32.29000          32.81500
## INFO  [12:39:43.307] [bbotk]      1     5 883.0747     0.7200000    129.16        32.29000          24.86775
## INFO  [12:39:43.307] [bbotk]      1     8 886.0000     0.7041720    129.16        32.29000          32.81500
## INFO  [12:39:43.307] [bbotk]      1     8 879.5628     0.7381350    129.16        34.61098          26.23949
## INFO  [12:39:43.307] [bbotk]      1     8 901.0717     0.7200000    129.16        32.29000          32.81500
## INFO  [12:39:43.307] [bbotk]      1     8 886.3776     0.7200000    129.16        32.29000          32.19481
## INFO  [12:39:43.307] [bbotk]      1     8 886.0000     0.7200000    129.16        32.29000          32.81500
## INFO  [12:39:43.307] [bbotk]      1     4 886.0000     0.7200000    129.16        22.34241          32.81500
## INFO  [12:39:43.307] [bbotk]      1     3 886.0000     0.6979584    129.16        32.29000          34.43571
## INFO  [12:39:43.307] [bbotk]      1     4 886.0000     0.7028748    129.16        32.29000          29.36882
## INFO  [12:39:43.307] [bbotk]      1     3 886.0000     0.7200000    129.16        32.29000          32.81500
## INFO  [12:39:43.307] [bbotk]      1     8 899.5753     0.7200000    129.16        32.29000          32.81500
## INFO  [12:39:43.307] [bbotk]      5     6 885.2941     0.7200000    129.16        28.24400          32.01942
## INFO  [12:39:43.307] [bbotk]  maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO  [12:39:43.307] [bbotk]          28.07352         23.82310 110  NA 2181        0.25     0.060599663
## INFO  [12:39:43.307] [bbotk]          33.05000         28.60813 110  NA 2182        0.20     0.009419143
## INFO  [12:39:43.307] [bbotk]          33.05000         30.48000 110  NA 2183        0.05     0.005864175
## INFO  [12:39:43.307] [bbotk]          33.05000         24.67598 110  NA 2184        0.15     0.159405346
## INFO  [12:39:43.307] [bbotk]          33.05000         30.51231 110  NA 2185        0.10     0.018885285
## INFO  [12:39:43.307] [bbotk]          33.05000         30.48000 110  NA 2186        0.10     0.007851637
## INFO  [12:39:43.307] [bbotk]          39.68889         30.48000 110  NA 2187        0.10     0.087441886
## INFO  [12:39:43.307] [bbotk]          30.98647         30.48000 110  NA 2188        0.10     0.006429230
## INFO  [12:39:43.307] [bbotk]          26.08825         23.65635 110  NA 2189        0.10     0.146703260
## INFO  [12:39:43.307] [bbotk]          31.11819         28.53407 110  NA 2190        0.20     0.018396952
## INFO  [12:39:43.307] [bbotk]          33.05000         28.91125 110  NA 2191        0.20     0.048146407
## INFO  [12:39:43.307] [bbotk]          33.05000         28.50481 110  NA 2192        0.00     0.015279840
## INFO  [12:39:43.307] [bbotk]          33.05000         29.91799 110  NA 2193        0.00     0.005366702
## INFO  [12:39:43.307] [bbotk]          33.05000         29.91799 110  NA 2194        0.10     0.002828015
## INFO  [12:39:43.307] [bbotk]          32.58167         30.48000 110  NA 2195        0.05     0.101045653
## INFO  [12:39:43.307] [bbotk]          32.96413         30.48000 110  NA 2196        0.10     0.068977145
## INFO  [12:39:43.307] [bbotk]          33.05000         30.48000 110  NA 2197        0.05     0.074984757
## INFO  [12:39:43.307] [bbotk]          33.05000         30.48000 110  NA 2198        0.00     0.058823529
## INFO  [12:39:43.307] [bbotk]          33.05000         29.08998 110  NA 2199        0.00     0.011805021
## INFO  [12:39:43.307] [bbotk]          37.57334         30.48000 110  NA 2200        0.05     0.151654907
## INFO  [12:39:43.307] [bbotk]  no_changed dist_train
## INFO  [12:39:43.307] [bbotk]           4  0.1797921
## INFO  [12:39:43.307] [bbotk]           1  0.1562277
## INFO  [12:39:43.307] [bbotk]           1  0.1544757
## INFO  [12:39:43.307] [bbotk]           4  0.2459729
## INFO  [12:39:43.307] [bbotk]           3  0.1524231
## INFO  [12:39:43.307] [bbotk]           1  0.1564632
## INFO  [12:39:43.307] [bbotk]           3  0.1181571
## INFO  [12:39:43.307] [bbotk]           1  0.1564582
## INFO  [12:39:43.307] [bbotk]           5  0.2156511
## INFO  [12:39:43.307] [bbotk]           3  0.1492242
## INFO  [12:39:43.307] [bbotk]           5  0.1737442
## INFO  [12:39:43.307] [bbotk]           2  0.1526358
## INFO  [12:39:43.307] [bbotk]           3  0.1519076
## INFO  [12:39:43.307] [bbotk]           1  0.1496365
## INFO  [12:39:43.307] [bbotk]           3  0.1590166
## INFO  [12:39:43.307] [bbotk]           4  0.1595622
## INFO  [12:39:43.307] [bbotk]           3  0.1307896
## INFO  [12:39:43.307] [bbotk]           1  0.1500290
## INFO  [12:39:43.307] [bbotk]           2  0.1525360
## INFO  [12:39:43.307] [bbotk]           6  0.2423652
## INFO  [12:39:43.520] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:43.648] [bbotk] Result of batch 111:
## INFO  [12:39:43.653] [bbotk]  heatF laneF   pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO  [12:39:43.653] [bbotk]      1     8 998.3582     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:43.653] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:43.653] [bbotk]      1     8 914.0050     0.7200000  351.5524        28.17056          32.81500
## INFO  [12:39:43.653] [bbotk]      1     7 902.5487     0.7200000  129.1600        23.59495          32.81500
## INFO  [12:39:43.653] [bbotk]      1     4 886.0000     0.6935079  129.1600        32.29000          32.81500
## INFO  [12:39:43.653] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:43.653] [bbotk]      1     8 906.5662     0.7327722  262.3782        32.29000          32.14874
## INFO  [12:39:43.653] [bbotk]     11     8 886.0000     0.7067190  129.1600        32.29000          32.81500
## INFO  [12:39:43.653] [bbotk]     10     8 906.9511     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:43.653] [bbotk]     10     8 907.0591     0.7200000  129.1600        30.80754          32.81500
## INFO  [12:39:43.653] [bbotk]      6     8 886.0000     0.7200000  129.1600        25.33766          32.81500
## INFO  [12:39:43.653] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          32.19481
## INFO  [12:39:43.653] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:43.653] [bbotk]      1     7 886.0000     0.7200000  129.1600        32.29000          22.54949
## INFO  [12:39:43.653] [bbotk]      1     8 955.9138     0.7200000  129.1600        32.29000          32.19481
## INFO  [12:39:43.653] [bbotk]      1     8 909.4342     0.7011647  568.0063        22.04125          32.81500
## INFO  [12:39:43.653] [bbotk]      1     8 886.0000     0.7200000  361.0248        32.29000          32.81500
## INFO  [12:39:43.653] [bbotk]      1     3 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:43.653] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:43.653] [bbotk]     11     8 886.0000     0.7200000  129.1600        24.34169          32.81500
## INFO  [12:39:43.653] [bbotk]  maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO  [12:39:43.653] [bbotk]          33.05000         30.48000 111  NA 2201        0.10     0.039815086
## INFO  [12:39:43.653] [bbotk]          33.05000         24.55572 111  NA 2202        0.25     0.029810683
## INFO  [12:39:43.653] [bbotk]          23.84483         25.77846 111  NA 2203        0.25     0.092903522
## INFO  [12:39:43.653] [bbotk]          33.05000         30.48000 111  NA 2204        0.05     0.100318034
## INFO  [12:39:43.653] [bbotk]          33.05000         25.83429 111  NA 2205        0.05     0.086529281
## INFO  [12:39:43.653] [bbotk]          33.05000         30.48000 111  NA 2206        0.10     0.000000000
## INFO  [12:39:43.653] [bbotk]          22.75082         29.78126 111  NA 2207        0.10     0.055806217
## INFO  [12:39:43.653] [bbotk]          33.24976         28.91085 111  NA 2208        0.25     0.069511913
## INFO  [12:39:43.653] [bbotk]          33.42073         28.61088 111  NA 2209        0.00     0.076808100
## INFO  [12:39:43.653] [bbotk]          33.05000         30.48000 111  NA 2210        0.05     0.072360798
## INFO  [12:39:43.653] [bbotk]          33.05000         28.61082 111  NA 2211        0.20     0.096718241
## INFO  [12:39:43.653] [bbotk]          33.05000         30.48000 111  NA 2212        0.05     0.002404880
## INFO  [12:39:43.653] [bbotk]          33.05000         28.87404 111  NA 2213        0.20     0.008081111
## INFO  [12:39:43.653] [bbotk]          33.05000         23.89811 111  NA 2214        0.10     0.131749058
## INFO  [12:39:43.653] [bbotk]          23.38628         29.52851 111  NA 2215        0.20     0.062076069
## INFO  [12:39:43.653] [bbotk]          31.41421         25.78533 111  NA 2216        0.00     0.109253521
## INFO  [12:39:43.653] [bbotk]          31.30563         30.48000 111  NA 2217        0.15     0.019782142
## INFO  [12:39:43.653] [bbotk]          33.05000         30.48000 111  NA 2218        0.00     0.058823529
## INFO  [12:39:43.653] [bbotk]          33.28967         28.72862 111  NA 2219        0.25     0.009559572
## INFO  [12:39:43.653] [bbotk]          33.05000         30.48000 111  NA 2220        0.10     0.091393902
## INFO  [12:39:43.653] [bbotk]  no_changed dist_train
## INFO  [12:39:43.653] [bbotk]           1  0.1786423
## INFO  [12:39:43.653] [bbotk]           1  0.1766192
## INFO  [12:39:43.653] [bbotk]           5  0.1874284
## INFO  [12:39:43.653] [bbotk]           3  0.1898602
## INFO  [12:39:43.653] [bbotk]           3  0.1325455
## INFO  [12:39:43.653] [bbotk]           0  0.1500290
## INFO  [12:39:43.653] [bbotk]           6  0.1796637
## INFO  [12:39:43.653] [bbotk]           4  0.2137210
## INFO  [12:39:43.653] [bbotk]           4  0.2099972
## INFO  [12:39:43.653] [bbotk]           3  0.2096273
## INFO  [12:39:43.653] [bbotk]           3  0.2247996
## INFO  [12:39:43.653] [bbotk]           1  0.1524338
## INFO  [12:39:43.653] [bbotk]           1  0.1548896
## INFO  [12:39:43.653] [bbotk]           3  0.2192662
## INFO  [12:39:43.653] [bbotk]           4  0.1728090
## INFO  [12:39:43.653] [bbotk]           6  0.2043783
## INFO  [12:39:43.653] [bbotk]           2  0.1698111
## INFO  [12:39:43.653] [bbotk]           1  0.1500290
## INFO  [12:39:43.653] [bbotk]           2  0.1561188
## INFO  [12:39:43.653] [bbotk]           2  0.2357788
## INFO  [12:39:43.841] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:43.974] [bbotk] Result of batch 112:
## INFO  [12:39:43.980] [bbotk]  heatF laneF    pointP reactiontimeP swimtimeP mediaParcialesP
## INFO  [12:39:43.980] [bbotk]      1     2  886.0000     0.7200000  597.0289        32.29000
## INFO  [12:39:43.980] [bbotk]      7     8  899.7554     0.7200000  481.2701        32.29000
## INFO  [12:39:43.980] [bbotk]      1     8  907.7943     0.7200000  129.1600        32.29000
## INFO  [12:39:43.980] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:43.980] [bbotk]      1     8  886.0000     0.7126325  129.1600        23.63433
## INFO  [12:39:43.980] [bbotk]      1     5  909.2228     0.7200000  129.1600        32.29000
## INFO  [12:39:43.980] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:43.980] [bbotk]      1     8  901.0717     0.7200000  129.1600        32.29000
## INFO  [12:39:43.980] [bbotk]      9     7 1007.9279     0.7200000  129.1600        29.96678
## INFO  [12:39:43.980] [bbotk]      1     5  906.9228     0.7200000  129.1600        22.18499
## INFO  [12:39:43.980] [bbotk]      1     8  900.6674     0.7200000  129.1600        32.96375
## INFO  [12:39:43.980] [bbotk]      1     8  886.0000     0.7200000  860.4708        32.29000
## INFO  [12:39:43.980] [bbotk]      1     8  908.3657     0.7200000  129.1600        32.29000
## INFO  [12:39:43.980] [bbotk]      1     9  906.9228     0.7335057  129.1600        22.58996
## INFO  [12:39:43.980] [bbotk]      1     8  886.0000     0.7200000  129.1600        29.79605
## INFO  [12:39:43.980] [bbotk]      1     3  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:43.980] [bbotk]      1     6  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:43.980] [bbotk]      1     8  885.7817     0.7200000  129.1600        32.29000
## INFO  [12:39:43.980] [bbotk]      1     8  886.0000     0.6935079  129.1600        32.29000
## INFO  [12:39:43.980] [bbotk]      1     8  921.4238     0.7200000  129.1600        32.29000
## INFO  [12:39:43.980] [bbotk]  medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO  [12:39:43.980] [bbotk]           34.29861         33.05000         26.12049 112  NA 2221        0.20
## INFO  [12:39:43.980] [bbotk]           32.81500         21.72129         30.85727 112  NA 2222        0.25
## INFO  [12:39:43.980] [bbotk]           32.81500         33.05000         28.85193 112  NA 2223        0.05
## INFO  [12:39:43.980] [bbotk]           32.81500         33.05000         28.63297 112  NA 2224        0.20
## INFO  [12:39:43.980] [bbotk]           32.19481         33.17026         30.48000 112  NA 2225        0.10
## INFO  [12:39:43.980] [bbotk]           30.00894         33.05000         30.48000 112  NA 2226        0.00
## INFO  [12:39:43.980] [bbotk]           32.81500         31.30563         30.48000 112  NA 2227        0.15
## INFO  [12:39:43.980] [bbotk]           32.81500         33.05000         30.48000 112  NA 2228        0.05
## INFO  [12:39:43.980] [bbotk]           32.81500         33.05000         30.48000 112  NA 2229        0.10
## INFO  [12:39:43.980] [bbotk]           32.81500         33.05000         28.61082 112  NA 2230        0.00
## INFO  [12:39:43.980] [bbotk]           32.81500         33.05000         28.65435 112  NA 2231        0.00
## INFO  [12:39:43.980] [bbotk]           30.45064         33.05000         30.48000 112  NA 2232        0.00
## INFO  [12:39:43.980] [bbotk]           32.81500         33.05000         30.48000 112  NA 2233        0.10
## INFO  [12:39:43.980] [bbotk]           32.81500         30.98023         31.47273 112  NA 2234        0.10
## INFO  [12:39:43.980] [bbotk]           32.81500         33.05000         30.48000 112  NA 2235        0.10
## INFO  [12:39:43.980] [bbotk]           28.65042         33.05000         30.48000 112  NA 2236        0.00
## INFO  [12:39:43.980] [bbotk]           32.81500         33.05000         30.56156 112  NA 2237        0.05
## INFO  [12:39:43.980] [bbotk]           32.81500         33.05000         29.98093 112  NA 2238        0.10
## INFO  [12:39:43.980] [bbotk]           32.81500         34.90679         25.83429 112  NA 2239        0.20
## INFO  [12:39:43.980] [bbotk]           32.81500         33.05000         30.48000 112  NA 2240        0.10
## INFO  [12:39:43.980] [bbotk]  dist_x_interest no_changed dist_train
## INFO  [12:39:43.980] [bbotk]      0.115463959          4  0.2028285
## INFO  [12:39:43.980] [bbotk]      0.122680412          5  0.2635639
## INFO  [12:39:43.980] [bbotk]      0.015915410          2  0.1485069
## INFO  [12:39:43.980] [bbotk]      0.009294190          1  0.1561027
## INFO  [12:39:43.980] [bbotk]      0.039452388          4  0.1766198
## INFO  [12:39:43.980] [bbotk]      0.077933592          3  0.1677216
## INFO  [12:39:43.980] [bbotk]      0.005434855          1  0.1554638
## INFO  [12:39:43.980] [bbotk]      0.005340786          1  0.1539523
## INFO  [12:39:43.980] [bbotk]      0.170373259          4  0.2599154
## INFO  [12:39:43.980] [bbotk]      0.117051321          4  0.2031246
## INFO  [12:39:43.980] [bbotk]      0.017144988          3  0.1547874
## INFO  [12:39:43.980] [bbotk]      0.054420030          2  0.2004248
## INFO  [12:39:43.980] [bbotk]      0.007925496          1  0.1564155
## INFO  [12:39:43.980] [bbotk]      0.119637107          6  0.2059113
## INFO  [12:39:43.980] [bbotk]      0.010219642          1  0.1546045
## INFO  [12:39:43.980] [bbotk]      0.074972189          2  0.1661776
## INFO  [12:39:43.980] [bbotk]      0.059233941          2  0.1504394
## INFO  [12:39:43.980] [bbotk]      0.002588622          2  0.1493971
## INFO  [12:39:43.980] [bbotk]      0.033490859          3  0.1728708
## INFO  [12:39:43.980] [bbotk]      0.012552721          1  0.1517883
## INFO  [12:39:44.163] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:44.308] [bbotk] Result of batch 113:
## INFO  [12:39:44.313] [bbotk]  heatF laneF    pointP reactiontimeP swimtimeP mediaParcialesP
## INFO  [12:39:44.313] [bbotk]      1     8  895.7971     0.7200000 129.16000        32.29000
## INFO  [12:39:44.313] [bbotk]      1     9  886.0000     0.7305760 624.80299        23.08508
## INFO  [12:39:44.313] [bbotk]      1     3  886.0000     0.7200000 129.16000        32.29000
## INFO  [12:39:44.313] [bbotk]      1     8  902.5487     0.7200000 129.16000        32.29000
## INFO  [12:39:44.313] [bbotk]      1     8 1011.8919     0.7200000 129.16000        32.29000
## INFO  [12:39:44.313] [bbotk]      1     8  865.0572     0.7200000 129.16000        31.04721
## INFO  [12:39:44.313] [bbotk]     11     8  886.0000     0.7200000 807.26239        32.29000
## INFO  [12:39:44.313] [bbotk]      1     8  906.9228     0.7200000 129.16000        32.29000
## INFO  [12:39:44.313] [bbotk]      1     4  895.2195     0.7216361 129.16000        32.29000
## INFO  [12:39:44.313] [bbotk]      1     8  886.0000     0.6581557  87.57235        32.29000
## INFO  [12:39:44.313] [bbotk]      1     8  887.0926     0.7164272 129.16000        25.05237
## INFO  [12:39:44.313] [bbotk]      1     7  886.0000     0.7200000 281.78928        32.29000
## INFO  [12:39:44.313] [bbotk]      1     8  885.3009     0.7200000 129.16000        32.29000
## INFO  [12:39:44.313] [bbotk]      1     3  904.4851     0.7200000 129.16000        32.29000
## INFO  [12:39:44.313] [bbotk]      7     8  962.8489     0.7200000  24.02322        32.29000
## INFO  [12:39:44.313] [bbotk]      7     4  886.0000     0.7200000 129.16000        32.29000
## INFO  [12:39:44.313] [bbotk]      1     8  908.1186     0.7200000 484.71636        32.29000
## INFO  [12:39:44.313] [bbotk]      1     8  907.3572     0.7410203 129.16000        32.29000
## INFO  [12:39:44.313] [bbotk]      1     8  886.0000     0.7200000 129.16000        32.29000
## INFO  [12:39:44.313] [bbotk]      1     1  906.9228     0.7399269 129.16000        32.29000
## INFO  [12:39:44.313] [bbotk]  medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO  [12:39:44.313] [bbotk]           32.74769         33.05000         29.70305 113  NA 2241        0.00
## INFO  [12:39:44.313] [bbotk]           23.76087         28.87097         30.49777 113  NA 2242        0.15
## INFO  [12:39:44.313] [bbotk]           32.81500         33.05000         30.48000 113  NA 2243        0.00
## INFO  [12:39:44.313] [bbotk]           32.81500         33.05000         28.67607 113  NA 2244        0.00
## INFO  [12:39:44.313] [bbotk]           29.18958         31.00838         31.34404 113  NA 2245        0.05
## INFO  [12:39:44.313] [bbotk]           32.81500         33.05000         30.48000 113  NA 2246        0.15
## INFO  [12:39:44.313] [bbotk]           32.81500         30.98023         30.48000 113  NA 2247        0.05
## INFO  [12:39:44.313] [bbotk]           32.81500         33.05000         28.61082 113  NA 2248        0.00
## INFO  [12:39:44.313] [bbotk]           32.81500         33.05000         30.48000 113  NA 2249        0.05
## INFO  [12:39:44.313] [bbotk]           34.27801         23.50797         30.48000 113  NA 2250        0.30
## INFO  [12:39:44.313] [bbotk]           32.81500         34.10902         30.48000 113  NA 2251        0.15
## INFO  [12:39:44.313] [bbotk]           32.81500         30.92508         23.02833 113  NA 2252        0.00
## INFO  [12:39:44.313] [bbotk]           32.81500         33.05000         30.04528 113  NA 2253        0.10
## INFO  [12:39:44.313] [bbotk]           32.81500         33.05000         30.48000 113  NA 2254        0.00
## INFO  [12:39:44.313] [bbotk]           32.81500         33.05000         27.07077 113  NA 2255        0.30
## INFO  [12:39:44.313] [bbotk]           32.81500         33.05000         30.48000 113  NA 2256        0.05
## INFO  [12:39:44.313] [bbotk]           32.24394         33.05000         23.31169 113  NA 2257        0.10
## INFO  [12:39:44.313] [bbotk]           26.57549         33.05000         30.48000 113  NA 2258        0.10
## INFO  [12:39:44.313] [bbotk]           32.19481         33.05000         25.60388 113  NA 2259        0.10
## INFO  [12:39:44.313] [bbotk]           32.81500         33.05000         28.61082 113  NA 2260        0.00
## INFO  [12:39:44.313] [bbotk]  dist_x_interest no_changed dist_train
## INFO  [12:39:44.313] [bbotk]      0.007642245          3  0.1530333
## INFO  [12:39:44.313] [bbotk]      0.177158941          7  0.2523224
## INFO  [12:39:44.313] [bbotk]      0.058823529          1  0.1500290
## INFO  [12:39:44.313] [bbotk]      0.014941448          2  0.1512506
## INFO  [12:39:44.313] [bbotk]      0.069377688          4  0.1725274
## INFO  [12:39:44.313] [bbotk]      0.012513925          2  0.1622970
## INFO  [12:39:44.313] [bbotk]      0.107231721          3  0.2572607
## INFO  [12:39:44.313] [bbotk]      0.016819776          2  0.1500289
## INFO  [12:39:44.313] [bbotk]      0.062357893          3  0.1354922
## INFO  [12:39:44.313] [bbotk]      0.048081267          4  0.1733562
## INFO  [12:39:44.313] [bbotk]      0.033928644          4  0.1763717
## INFO  [12:39:44.313] [bbotk]      0.112384857          4  0.2003698
## INFO  [12:39:44.313] [bbotk]      0.002435214          2  0.1492437
## INFO  [12:39:44.313] [bbotk]      0.065373901          2  0.1551619
## INFO  [12:39:44.313] [bbotk]      0.109716345          4  0.2236452
## INFO  [12:39:44.313] [bbotk]      0.117647059          2  0.1973154
## INFO  [12:39:44.313] [bbotk]      0.068123922          4  0.1960569
## INFO  [12:39:44.313] [bbotk]      0.035197260          3  0.1614465
## INFO  [12:39:44.313] [bbotk]      0.026941285          2  0.1701690
## INFO  [12:39:44.313] [bbotk]      0.078899328          4  0.1033754
## INFO  [12:39:44.504] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:44.658] [bbotk] Result of batch 114:
## INFO  [12:39:44.665] [bbotk]  heatF laneF    pointP reactiontimeP swimtimeP mediaParcialesP
## INFO  [12:39:44.665] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:44.665] [bbotk]      1     2  902.5487     0.7167746  129.1600        32.29000
## INFO  [12:39:44.665] [bbotk]      1     3  886.0000     0.7124872  129.1600        32.29000
## INFO  [12:39:44.665] [bbotk]      1     3  886.0000     0.6941395  206.2937        29.60918
## INFO  [12:39:44.665] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:44.665] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:44.665] [bbotk]     11     8 1008.6944     0.7200000  129.1600        24.39310
## INFO  [12:39:44.665] [bbotk]      1     7  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:44.665] [bbotk]      2     8  899.4597     0.7200000  129.1600        34.30896
## INFO  [12:39:44.665] [bbotk]      1     7  911.6696     0.7200000  129.1600        32.29000
## INFO  [12:39:44.665] [bbotk]      1     8  886.0000     0.7050730  922.6733        32.29000
## INFO  [12:39:44.665] [bbotk]      1     3  886.0000     0.7200000  520.3532        32.29000
## INFO  [12:39:44.665] [bbotk]      2     8  906.9228     0.7200000  129.1600        27.69330
## INFO  [12:39:44.665] [bbotk]      1     8  886.0000     0.7323066  129.1600        32.29000
## INFO  [12:39:44.665] [bbotk]      1     8  888.0267     0.7200000  919.8718        32.29000
## INFO  [12:39:44.665] [bbotk]      1     4  914.0050     0.7200000  129.1600        33.08204
## INFO  [12:39:44.665] [bbotk]      1     4  909.2078     0.6935079  129.1600        32.29000
## INFO  [12:39:44.665] [bbotk]      1     8  904.3641     0.7200000  129.1600        32.29000
## INFO  [12:39:44.665] [bbotk]      4     3  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:44.665] [bbotk]      6     8  886.0000     0.7200000  129.1600        26.02889
## INFO  [12:39:44.665] [bbotk]  medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO  [12:39:44.665] [bbotk]           32.19481         33.05000         29.91799 114  NA 2261        0.00
## INFO  [12:39:44.665] [bbotk]           32.81500         33.05000         32.83077 114  NA 2262        0.20
## INFO  [12:39:44.665] [bbotk]           32.81500         37.28099         30.48000 114  NA 2263        0.05
## INFO  [12:39:44.665] [bbotk]           30.92138         28.29503         30.48000 114  NA 2264        0.10
## INFO  [12:39:44.665] [bbotk]           32.81500         33.05000         29.91799 114  NA 2265        0.10
## INFO  [12:39:44.665] [bbotk]           32.81500         33.05000         30.48000 114  NA 2266        0.10
## INFO  [12:39:44.665] [bbotk]           32.81500         33.05000         30.48000 114  NA 2267        0.10
## INFO  [12:39:44.665] [bbotk]           32.81500         30.54824         24.14182 114  NA 2268        0.05
## INFO  [12:39:44.665] [bbotk]           32.81500         33.72437         30.48000 114  NA 2269        0.15
## INFO  [12:39:44.665] [bbotk]           32.81500         29.20354         28.57313 114  NA 2270        0.05
## INFO  [12:39:44.665] [bbotk]           31.78052         33.05000         30.48000 114  NA 2271        0.00
## INFO  [12:39:44.665] [bbotk]           32.81500         33.05000         30.48000 114  NA 2272        0.00
## INFO  [12:39:44.665] [bbotk]           32.81500         33.05000         30.48000 114  NA 2273        0.05
## INFO  [12:39:44.665] [bbotk]           25.50416         33.05000         31.09366 114  NA 2274        0.10
## INFO  [12:39:44.665] [bbotk]           25.10667         33.05000         26.54571 114  NA 2275        0.15
## INFO  [12:39:44.665] [bbotk]           32.81500         33.05000         28.90201 114  NA 2276        0.00
## INFO  [12:39:44.665] [bbotk]           32.81500         33.05000         25.83429 114  NA 2277        0.00
## INFO  [12:39:44.665] [bbotk]           32.81500         31.30563         29.75810 114  NA 2278        0.00
## INFO  [12:39:44.665] [bbotk]           32.81500         33.05000         28.49535 114  NA 2279        0.10
## INFO  [12:39:44.665] [bbotk]           32.81500         33.05000         27.22898 114  NA 2280        0.20
## INFO  [12:39:44.665] [bbotk]  dist_x_interest no_changed dist_train
## INFO  [12:39:44.665] [bbotk]      0.005232895          2  0.1520414
## INFO  [12:39:44.665] [bbotk]      0.077043698          4  0.1668317
## INFO  [12:39:44.665] [bbotk]      0.073233414          3  0.1641896
## INFO  [12:39:44.665] [bbotk]      0.100964911          6  0.1834932
## INFO  [12:39:44.665] [bbotk]      0.002828015          1  0.1496365
## INFO  [12:39:44.665] [bbotk]      0.000000000          0  0.1500290
## INFO  [12:39:44.665] [bbotk]      0.134661040          3  0.2535321
## INFO  [12:39:44.665] [bbotk]      0.098511568          3  0.1864965
## INFO  [12:39:44.665] [bbotk]      0.073967431          4  0.2223297
## INFO  [12:39:44.665] [bbotk]      0.089499259          4  0.1715932
## INFO  [12:39:44.665] [bbotk]      0.055551260          3  0.2055802
## INFO  [12:39:44.665] [bbotk]      0.083029711          2  0.1742351
## INFO  [12:39:44.665] [bbotk]      0.085073920          3  0.2146305
## INFO  [12:39:44.665] [bbotk]      0.033447470          3  0.1748330
## INFO  [12:39:44.665] [bbotk]      0.099332858          4  0.2229785
## INFO  [12:39:44.665] [bbotk]      0.079933315          4  0.1315863
## INFO  [12:39:44.665] [bbotk]      0.094753155          4  0.1243216
## INFO  [12:39:44.665] [bbotk]      0.015574878          3  0.1487662
## INFO  [12:39:44.665] [bbotk]      0.127633720          3  0.2156187
## INFO  [12:39:44.665] [bbotk]      0.100839120          3  0.2289205
## INFO  [12:39:44.884] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:45.012] [bbotk] Result of batch 115:
## INFO  [12:39:45.017] [bbotk]  heatF laneF    pointP reactiontimeP swimtimeP mediaParcialesP
## INFO  [12:39:45.017] [bbotk]      1     2  886.0000     0.7200000  470.7882        32.29000
## INFO  [12:39:45.017] [bbotk]      1     3  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:45.017] [bbotk]      7     5  954.7691     0.7086077  129.1600        28.34854
## INFO  [12:39:45.017] [bbotk]      1     8  886.0000     0.7008840  129.1600        32.29000
## INFO  [12:39:45.017] [bbotk]      1     8 1021.0945     0.7200000  129.1600        32.29000
## INFO  [12:39:45.017] [bbotk]      1     8  886.0000     0.7200000  918.6531        22.63041
## INFO  [12:39:45.017] [bbotk]      5     4  886.0000     0.6804349  129.1600        32.29000
## INFO  [12:39:45.017] [bbotk]      1     8  906.9228     0.7200000  129.1600        32.29000
## INFO  [12:39:45.017] [bbotk]      1     8  906.9228     0.7259366  129.1600        35.70788
## INFO  [12:39:45.017] [bbotk]      1     9  921.4238     0.7200000  129.1600        26.44364
## INFO  [12:39:45.017] [bbotk]      1     8  886.0000     0.6966622  129.1600        32.29000
## INFO  [12:39:45.017] [bbotk]      1     8 1006.6948     0.7200000  644.5259        32.29000
## INFO  [12:39:45.017] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:45.017] [bbotk]      1     8  908.3657     0.7200000  503.7929        32.29000
## INFO  [12:39:45.017] [bbotk]      8     8  960.2456     0.7639919  129.1600        32.29000
## INFO  [12:39:45.017] [bbotk]     10     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:45.017] [bbotk]      1     8  906.9228     0.7200000  129.1600        29.79605
## INFO  [12:39:45.017] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:45.017] [bbotk]      1     2  916.7415     0.7200000  129.1600        33.60101
## INFO  [12:39:45.017] [bbotk]      1     5  904.1499     0.7200000  905.2242        29.82519
## INFO  [12:39:45.017] [bbotk]  medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO  [12:39:45.017] [bbotk]           31.68183         33.05000         30.48000 115  NA 2281        0.05
## INFO  [12:39:45.017] [bbotk]           32.81500         33.05000         30.48000 115  NA 2282        0.00
## INFO  [12:39:45.017] [bbotk]           32.81500         33.05000         28.32510 115  NA 2283        0.00
## INFO  [12:39:45.017] [bbotk]           32.81338         32.51362         29.91420 115  NA 2284        0.15
## INFO  [12:39:45.017] [bbotk]           32.81500         33.05000         30.48000 115  NA 2285        0.10
## INFO  [12:39:45.017] [bbotk]           32.81500         30.64656         21.41690 115  NA 2286        0.15
## INFO  [12:39:45.017] [bbotk]           32.81500         30.67239         30.48000 115  NA 2287        0.00
## INFO  [12:39:45.017] [bbotk]           32.81500         33.05000         28.61082 115  NA 2288        0.00
## INFO  [12:39:45.017] [bbotk]           32.81500         33.05000         28.72150 115  NA 2289        0.00
## INFO  [12:39:45.017] [bbotk]           32.81500         33.05000         24.67598 115  NA 2290        0.15
## INFO  [12:39:45.017] [bbotk]           32.81500         33.05000         30.35922 115  NA 2291        0.10
## INFO  [12:39:45.017] [bbotk]           32.81500         33.05000         30.48000 115  NA 2292        0.05
## INFO  [12:39:45.017] [bbotk]           32.19481         33.05000         29.91799 115  NA 2293        0.00
## INFO  [12:39:45.017] [bbotk]           32.81500         40.05934         29.34714 115  NA 2294        0.00
## INFO  [12:39:45.017] [bbotk]           32.81500         33.05000         28.61082 115  NA 2295        0.05
## INFO  [12:39:45.017] [bbotk]           32.81500         33.05000         28.67607 115  NA 2296        0.20
## INFO  [12:39:45.017] [bbotk]           32.81500         26.92285         30.48000 115  NA 2297        0.30
## INFO  [12:39:45.017] [bbotk]           32.81500         33.05000         30.48000 115  NA 2298        0.10
## INFO  [12:39:45.017] [bbotk]           32.22372         33.05000         29.69106 115  NA 2299        0.00
## INFO  [12:39:45.017] [bbotk]           32.81500         33.05000         22.87957 115  NA 2300        0.00
## INFO  [12:39:45.017] [bbotk]  dist_x_interest no_changed dist_train
## INFO  [12:39:45.017] [bbotk]      0.084356724          3  0.1755622
## INFO  [12:39:45.017] [bbotk]      0.058823529          1  0.1500290
## INFO  [12:39:45.017] [bbotk]      0.170872035          6  0.2424962
## INFO  [12:39:45.017] [bbotk]      0.007648056          4  0.1544566
## INFO  [12:39:45.017] [bbotk]      0.047871898          1  0.1866991
## INFO  [12:39:45.017] [bbotk]      0.141528304          4  0.2559008
## INFO  [12:39:45.017] [bbotk]      0.131519758          4  0.1911558
## INFO  [12:39:45.017] [bbotk]      0.016819776          2  0.1500289
## INFO  [12:39:45.017] [bbotk]      0.031238575          4  0.1644477
## INFO  [12:39:45.017] [bbotk]      0.124538875          4  0.1888651
## INFO  [12:39:45.017] [bbotk]      0.004421098          2  0.1532346
## INFO  [12:39:45.017] [bbotk]      0.074658977          2  0.2134862
## INFO  [12:39:45.017] [bbotk]      0.005232895          2  0.1520414
## INFO  [12:39:45.017] [bbotk]      0.058646146          4  0.1957352
## INFO  [12:39:45.017] [bbotk]      0.101726931          4  0.2242506
## INFO  [12:39:45.017] [bbotk]      0.067900802          2  0.2147093
## INFO  [12:39:45.017] [bbotk]      0.036723891          3  0.1525716
## INFO  [12:39:45.017] [bbotk]      0.000000000          0  0.1500290
## INFO  [12:39:45.017] [bbotk]      0.081351898          5  0.1679194
## INFO  [12:39:45.017] [bbotk]      0.161621490          5  0.2420551
## INFO  [12:39:45.224] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:45.361] [bbotk] Result of batch 116:
## INFO  [12:39:45.367] [bbotk]  heatF laneF    pointP reactiontimeP swimtimeP mediaParcialesP
## INFO  [12:39:45.367] [bbotk]      1     4  936.8328     0.7200000  129.1600        32.29000
## INFO  [12:39:45.367] [bbotk]      1     3  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:45.367] [bbotk]      2     2  886.0000     0.7307068  129.1600        27.25663
## INFO  [12:39:45.367] [bbotk]      1     2  886.0000     0.7190360  129.1600        32.29000
## INFO  [12:39:45.367] [bbotk]      1     8  886.0000     0.6954018  340.9277        32.29000
## INFO  [12:39:45.367] [bbotk]      1     8  888.0390     0.7200000  129.1600        32.29000
## INFO  [12:39:45.367] [bbotk]      1     6  886.0000     0.7200000  549.6678        29.79605
## INFO  [12:39:45.367] [bbotk]      1     6  886.0000     0.7200000  129.1600        33.85546
## INFO  [12:39:45.367] [bbotk]      1     5 1000.1205     0.7200000  129.1600        33.87551
## INFO  [12:39:45.367] [bbotk]      1     8  904.3641     0.7200000  129.1600        32.29000
## INFO  [12:39:45.367] [bbotk]      9     8  981.1225     0.7653186  198.1798        32.29000
## INFO  [12:39:45.367] [bbotk]      1     2  886.0000     0.7200000  129.1600        26.22178
## INFO  [12:39:45.367] [bbotk]      1     8  953.5507     0.6928079  129.1600        32.29000
## INFO  [12:39:45.367] [bbotk]      1     1  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:45.367] [bbotk]      1     8 1002.9158     0.7200000  129.1600        32.29000
## INFO  [12:39:45.367] [bbotk]      1     5  886.0000     0.7200000  129.1600        28.91100
## INFO  [12:39:45.367] [bbotk]      6     8  909.2078     0.6935079  129.1600        32.29000
## INFO  [12:39:45.367] [bbotk]      1     4  886.0000     0.7200000  129.1600        31.99239
## INFO  [12:39:45.367] [bbotk]     12     3  913.6438     0.7200000  129.1600        34.59668
## INFO  [12:39:45.367] [bbotk]      1     8  886.0000     0.7200000  129.1600        27.11863
## INFO  [12:39:45.367] [bbotk]  medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO  [12:39:45.367] [bbotk]           32.81500         33.05000         30.48000 116  NA 2301        0.10
## INFO  [12:39:45.367] [bbotk]           32.81500         33.05000         30.48000 116  NA 2302        0.00
## INFO  [12:39:45.367] [bbotk]           32.81500         36.72524         28.77264 116  NA 2303        0.20
## INFO  [12:39:45.367] [bbotk]           32.81500         30.98023         25.27010 116  NA 2304        0.05
## INFO  [12:39:45.367] [bbotk]           32.81500         31.01082         25.52028 116  NA 2305        0.05
## INFO  [12:39:45.367] [bbotk]           32.24849         33.05000         30.48000 116  NA 2306        0.05
## INFO  [12:39:45.367] [bbotk]           34.89582         33.05000         30.48000 116  NA 2307        0.10
## INFO  [12:39:45.367] [bbotk]           34.46467         33.05000         29.91799 116  NA 2308        0.10
## INFO  [12:39:45.367] [bbotk]           32.81500         33.05000         28.99263 116  NA 2309        0.00
## INFO  [12:39:45.367] [bbotk]           32.81500         31.30563         30.48000 116  NA 2310        0.10
## INFO  [12:39:45.367] [bbotk]           33.69780         33.05000         30.50171 116  NA 2311        0.10
## INFO  [12:39:45.367] [bbotk]           32.81500         33.05000         30.48000 116  NA 2312        0.15
## INFO  [12:39:45.367] [bbotk]           32.81500         33.05000         30.48000 116  NA 2313        0.05
## INFO  [12:39:45.367] [bbotk]           32.81500         35.47230         29.91799 116  NA 2314        0.20
## INFO  [12:39:45.367] [bbotk]           32.81500         33.05000         30.48000 116  NA 2315        0.10
## INFO  [12:39:45.367] [bbotk]           32.81500         33.05000         25.59748 116  NA 2316        0.15
## INFO  [12:39:45.367] [bbotk]           34.93020         32.60638         30.48000 116  NA 2317        0.20
## INFO  [12:39:45.367] [bbotk]           32.81500         33.05000         24.67598 116  NA 2318        0.15
## INFO  [12:39:45.367] [bbotk]           32.81500         33.05000         28.62506 116  NA 2319        0.00
## INFO  [12:39:45.367] [bbotk]           32.81500         33.05000         30.48000 116  NA 2320        0.10
## INFO  [12:39:45.367] [bbotk]  dist_x_interest no_changed dist_train
## INFO  [12:39:45.367] [bbotk]      0.076836575          2 0.12047885
## INFO  [12:39:45.367] [bbotk]      0.058823529          1 0.15002896
## INFO  [12:39:45.367] [bbotk]      0.160064228          6 0.24428612
## INFO  [12:39:45.367] [bbotk]      0.091645716          4 0.17963070
## INFO  [12:39:45.367] [bbotk]      0.048433474          4 0.17572564
## INFO  [12:39:45.367] [bbotk]      0.002919225          2 0.15153075
## INFO  [12:39:45.367] [bbotk]      0.103131907          4 0.19347105
## INFO  [12:39:45.367] [bbotk]      0.074463256          4 0.16182782
## INFO  [12:39:45.367] [bbotk]      0.113244538          4 0.19981208
## INFO  [12:39:45.367] [bbotk]      0.011942322          2 0.15239872
## INFO  [12:39:45.367] [bbotk]      0.107739199          6 0.24656642
## INFO  [12:39:45.367] [bbotk]      0.083689727          2 0.17464929
## INFO  [12:39:45.367] [bbotk]      0.028380305          2 0.15832124
## INFO  [12:39:45.367] [bbotk]      0.069198587          3 0.09811079
## INFO  [12:39:45.367] [bbotk]      0.041430132          1 0.18025736
## INFO  [12:39:45.367] [bbotk]      0.097238516          3 0.18424365
## INFO  [12:39:45.367] [bbotk]      0.080960265          5 0.21743171
## INFO  [12:39:45.367] [bbotk]      0.089248638          3 0.14148326
## INFO  [12:39:45.367] [bbotk]      0.146229090          5 0.23279664
## INFO  [12:39:45.367] [bbotk]      0.021191114          1 0.16557601
## INFO  [12:39:45.544] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:45.706] [bbotk] Result of batch 117:
## INFO  [12:39:45.714] [bbotk]  heatF laneF    pointP reactiontimeP swimtimeP mediaParcialesP
## INFO  [12:39:45.714] [bbotk]      1     3  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:45.714] [bbotk]      1     0  908.3657     0.7200000  721.5992        31.70199
## INFO  [12:39:45.714] [bbotk]      1     8  906.9228     0.8093075  680.9345        30.72360
## INFO  [12:39:45.714] [bbotk]      1     8  914.7636     0.7200000  129.1600        32.29000
## INFO  [12:39:45.714] [bbotk]      5     8 1004.6564     0.7200000  129.1600        31.68756
## INFO  [12:39:45.714] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:45.714] [bbotk]      1     8  975.3960     0.7200000  129.1600        29.78741
## INFO  [12:39:45.714] [bbotk]      1     8  969.5595     0.7200000  129.1600        32.29000
## INFO  [12:39:45.714] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:45.714] [bbotk]      6     2  921.4238     0.7200000  129.1600        32.29000
## INFO  [12:39:45.714] [bbotk]      1     8  904.1153     0.7200000  129.1600        32.29000
## INFO  [12:39:45.714] [bbotk]      1     8  906.7700     0.7200000  129.1600        32.29000
## INFO  [12:39:45.714] [bbotk]      1     8 1009.9178     0.7200000  129.1600        25.48668
## INFO  [12:39:45.714] [bbotk]      3     3  888.2769     0.7200000  129.1600        26.06171
## INFO  [12:39:45.714] [bbotk]      1     3  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:45.714] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:45.714] [bbotk]      1     8  886.0000     0.7200000  149.4380        32.29000
## INFO  [12:39:45.714] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:45.714] [bbotk]      1     4  864.0574     0.6907791  171.8018        32.29000
## INFO  [12:39:45.714] [bbotk]      1     3  911.9694     0.7200000  129.1600        32.29000
## INFO  [12:39:45.714] [bbotk]  medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO  [12:39:45.714] [bbotk]           32.81500         33.05000         30.48000 117  NA 2321        0.00
## INFO  [12:39:45.714] [bbotk]           32.81500         30.95111         30.04409 117  NA 2322        0.05
## INFO  [12:39:45.714] [bbotk]           32.81500         23.06263         32.32760 117  NA 2323        0.30
## INFO  [12:39:45.714] [bbotk]           31.95041         33.05000         28.87404 117  NA 2324        0.00
## INFO  [12:39:45.714] [bbotk]           32.81500         33.05000         30.48000 117  NA 2325        0.10
## INFO  [12:39:45.714] [bbotk]           32.81500         33.05000         28.61082 117  NA 2326        0.20
## INFO  [12:39:45.714] [bbotk]           32.81500         27.19707         30.48000 117  NA 2327        0.35
## INFO  [12:39:45.714] [bbotk]           23.69264         27.03526         30.48000 117  NA 2328        0.30
## INFO  [12:39:45.714] [bbotk]           32.19481         33.05000         30.48000 117  NA 2329        0.05
## INFO  [12:39:45.714] [bbotk]           32.81500         33.05000         30.48000 117  NA 2330        0.15
## INFO  [12:39:45.714] [bbotk]           32.81500         33.05000         28.26728 117  NA 2331        0.00
## INFO  [12:39:45.714] [bbotk]           32.81500         33.05000         30.48000 117  NA 2332        0.05
## INFO  [12:39:45.714] [bbotk]           27.44606         29.79473         30.48000 117  NA 2333        0.20
## INFO  [12:39:45.714] [bbotk]           32.81500         27.75290         23.42700 117  NA 2334        0.25
## INFO  [12:39:45.714] [bbotk]           32.66609         33.05000         30.63119 117  NA 2335        0.05
## INFO  [12:39:45.714] [bbotk]           32.17311         33.05000         26.84215 117  NA 2336        0.15
## INFO  [12:39:45.714] [bbotk]           32.81500         30.98023         30.48000 117  NA 2337        0.10
## INFO  [12:39:45.714] [bbotk]           32.81500         31.30563         30.48000 117  NA 2338        0.15
## INFO  [12:39:45.714] [bbotk]           31.88627         36.94442         30.42354 117  NA 2339        0.05
## INFO  [12:39:45.714] [bbotk]           32.81500         33.05000         24.09348 117  NA 2340        0.10
## INFO  [12:39:45.714] [bbotk]  dist_x_interest no_changed dist_train
## INFO  [12:39:45.714] [bbotk]      0.058823529          1  0.1500290
## INFO  [12:39:45.714] [bbotk]      0.114550294          6  0.2008720
## INFO  [12:39:45.714] [bbotk]      0.102982433          6  0.2259488
## INFO  [12:39:45.714] [bbotk]      0.021626291          3  0.1427148
## INFO  [12:39:45.714] [bbotk]      0.103339075          3  0.2372290
## INFO  [12:39:45.714] [bbotk]      0.009405602          1  0.1562141
## INFO  [12:39:45.714] [bbotk]      0.060168991          3  0.1653312
## INFO  [12:39:45.714] [bbotk]      0.083722927          3  0.1858858
## INFO  [12:39:45.714] [bbotk]      0.002404880          1  0.1524338
## INFO  [12:39:45.714] [bbotk]      0.130199780          3  0.2199878
## INFO  [12:39:45.714] [bbotk]      0.017553640          2  0.1527525
## INFO  [12:39:45.714] [bbotk]      0.007360037          1  0.1559716
## INFO  [12:39:45.714] [bbotk]      0.102750811          4  0.1849575
## INFO  [12:39:45.714] [bbotk]      0.195970315          6  0.2627925
## INFO  [12:39:45.714] [bbotk]      0.060161745          3  0.1513672
## INFO  [12:39:45.714] [bbotk]      0.020794499          2  0.1638540
## INFO  [12:39:45.714] [bbotk]      0.007703451          2  0.1577324
## INFO  [12:39:45.714] [bbotk]      0.005434855          1  0.1554638
## INFO  [12:39:45.714] [bbotk]      0.090031316          7  0.1405766
## INFO  [12:39:45.714] [bbotk]      0.100162666          3  0.1867302
## INFO  [12:39:45.907] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:46.034] [bbotk] Result of batch 118:
## INFO  [12:39:46.039] [bbotk]  heatF laneF    pointP reactiontimeP swimtimeP mediaParcialesP
## INFO  [12:39:46.039] [bbotk]      1     8  886.0000     0.7200000 129.16000        32.29000
## INFO  [12:39:46.039] [bbotk]      1     8  886.0000     0.7200000 129.16000        32.29000
## INFO  [12:39:46.039] [bbotk]      1     8  886.0000     0.7200000 129.16000        32.29000
## INFO  [12:39:46.039] [bbotk]      4     8  904.2847     0.7310679 129.16000        26.61856
## INFO  [12:39:46.039] [bbotk]     12     8  904.3877     0.7200000  33.91307        32.29000
## INFO  [12:39:46.039] [bbotk]      1     8  888.0267     0.7200000 129.16000        32.29000
## INFO  [12:39:46.039] [bbotk]      1     8  886.0000     0.7361620 598.16452        22.13086
## INFO  [12:39:46.039] [bbotk]      1     8  907.3572     0.7200000 129.16000        32.29000
## INFO  [12:39:46.039] [bbotk]      1     8  969.0464     0.7133750 129.16000        34.48628
## INFO  [12:39:46.039] [bbotk]      1     4 1020.0331     0.6878415 129.16000        32.29000
## INFO  [12:39:46.039] [bbotk]      8     8  886.0000     0.7200000 129.16000        34.50968
## INFO  [12:39:46.039] [bbotk]      1     8  944.5865     0.7200000 129.16000        32.29000
## INFO  [12:39:46.039] [bbotk]      5     8 1012.8641     0.7200000 129.16000        32.29000
## INFO  [12:39:46.039] [bbotk]      1     8  886.0000     0.7044398 129.16000        22.02593
## INFO  [12:39:46.039] [bbotk]      1     4  886.0000     0.7262123 129.16000        32.29000
## INFO  [12:39:46.039] [bbotk]      1     8  904.3641     0.7274085 129.16000        32.29000
## INFO  [12:39:46.039] [bbotk]      1     4  917.4919     0.7200000 129.16000        32.29000
## INFO  [12:39:46.039] [bbotk]      1     8  979.8761     0.7385698 129.16000        32.29000
## INFO  [12:39:46.039] [bbotk]      2     8  886.0000     0.7200000 129.16000        35.57409
## INFO  [12:39:46.039] [bbotk]      3     4  886.0000     0.7200000 129.16000        32.29000
## INFO  [12:39:46.039] [bbotk]  medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO  [12:39:46.039] [bbotk]           32.81500         31.11431         28.44990 118  NA 2341        0.20
## INFO  [12:39:46.039] [bbotk]           32.81500         32.67722         24.51028 118  NA 2342        0.25
## INFO  [12:39:46.039] [bbotk]           32.81500         33.05000         28.49351 118  NA 2343        0.20
## INFO  [12:39:46.039] [bbotk]           32.81500         33.05000         25.39929 118  NA 2344        0.00
## INFO  [12:39:46.039] [bbotk]           31.95041         35.39887         28.87404 118  NA 2345        0.10
## INFO  [12:39:46.039] [bbotk]           32.19481         33.05000         29.91799 118  NA 2346        0.00
## INFO  [12:39:46.039] [bbotk]           32.81500         37.16384         29.91799 118  NA 2347        0.10
## INFO  [12:39:46.039] [bbotk]           32.81500         33.05000         28.77264 118  NA 2348        0.00
## INFO  [12:39:46.039] [bbotk]           32.81500         34.17441         22.45142 118  NA 2349        0.10
## INFO  [12:39:46.039] [bbotk]           32.81500         33.05000         30.48000 118  NA 2350        0.05
## INFO  [12:39:46.039] [bbotk]           32.19481         33.05000         29.91799 118  NA 2351        0.05
## INFO  [12:39:46.039] [bbotk]           32.19481         35.91464         29.37153 118  NA 2352        0.00
## INFO  [12:39:46.039] [bbotk]           31.16387         25.31834         30.53507 118  NA 2353        0.30
## INFO  [12:39:46.039] [bbotk]           32.81500         33.05000         30.48000 118  NA 2354        0.10
## INFO  [12:39:46.039] [bbotk]           32.81500         33.05000         30.48000 118  NA 2355        0.05
## INFO  [12:39:46.039] [bbotk]           34.60874         33.05000         30.48000 118  NA 2356        0.15
## INFO  [12:39:46.039] [bbotk]           32.81500         30.69755         30.48000 118  NA 2357        0.10
## INFO  [12:39:46.039] [bbotk]           32.81500         33.05000         30.48000 118  NA 2358        0.10
## INFO  [12:39:46.039] [bbotk]           32.81500         33.05000         30.48000 118  NA 2359        0.15
## INFO  [12:39:46.039] [bbotk]           32.81500         33.05000         30.48000 118  NA 2360        0.05
## INFO  [12:39:46.039] [bbotk]  dist_x_interest no_changed dist_train
## INFO  [12:39:46.039] [bbotk]      0.016246290          2  0.1522219
## INFO  [12:39:46.039] [bbotk]      0.031200813          2  0.1769154
## INFO  [12:39:46.039] [bbotk]      0.009995944          1  0.1568045
## INFO  [12:39:46.039] [bbotk]      0.115917530          5  0.2310402
## INFO  [12:39:46.039] [bbotk]      0.089984969          6  0.2098322
## INFO  [12:39:46.039] [bbotk]      0.005951077          3  0.1513422
## INFO  [12:39:46.039] [bbotk]      0.088936980          5  0.2276658
## INFO  [12:39:46.039] [bbotk]      0.016159456          2  0.1490607
## INFO  [12:39:46.039] [bbotk]      0.083413257          5  0.2037719
## INFO  [12:39:46.039] [bbotk]      0.111573962          3  0.1497036
## INFO  [12:39:46.039] [bbotk]      0.073152167          4  0.2199607
## INFO  [12:39:46.039] [bbotk]      0.037668534          4  0.1605304
## INFO  [12:39:46.039] [bbotk]      0.134547659          5  0.2468611
## INFO  [12:39:46.039] [bbotk]      0.044602353          2  0.1839022
## INFO  [12:39:46.039] [bbotk]      0.059838615          2  0.1395070
## INFO  [12:39:46.039] [bbotk]      0.014673465          3  0.1602435
## INFO  [12:39:46.039] [bbotk]      0.077312377          3  0.1277161
## INFO  [12:39:46.039] [bbotk]      0.036300095          2  0.1751273
## INFO  [12:39:46.039] [bbotk]      0.072280977          2  0.2223099
## INFO  [12:39:46.039] [bbotk]      0.117647059          2  0.1973154
## INFO  [12:39:46.252] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:46.382] [bbotk] Result of batch 119:
## INFO  [12:39:46.388] [bbotk]  heatF laneF   pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO  [12:39:46.388] [bbotk]      1     7 941.8776     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:46.388] [bbotk]      1     8 888.1639     0.7200000  798.9198        32.29000          27.49096
## INFO  [12:39:46.388] [bbotk]      5     5 886.0000     0.7200000  129.1600        32.75056          32.81500
## INFO  [12:39:46.388] [bbotk]      2     3 903.5123     0.7200000  129.1600        33.48358          32.81500
## INFO  [12:39:46.388] [bbotk]      1     8 886.0000     0.7200000  756.2087        32.29000          32.61093
## INFO  [12:39:46.388] [bbotk]      1     8 914.8064     0.7200000  129.1600        32.29000          31.46698
## INFO  [12:39:46.388] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          32.87608
## INFO  [12:39:46.388] [bbotk]      1     2 889.6801     0.7200000  667.6716        32.29000          33.87158
## INFO  [12:39:46.388] [bbotk]      3     8 886.0000     0.7018581  259.2153        29.04823          33.77623
## INFO  [12:39:46.388] [bbotk]      1     7 907.3572     0.7943332  811.3360        32.29000          32.81500
## INFO  [12:39:46.388] [bbotk]      6     8 962.1015     0.7153244  129.1600        33.65880          32.81500
## INFO  [12:39:46.388] [bbotk]      1     8 886.0000     0.6992708  129.1600        32.29000          30.09563
## INFO  [12:39:46.388] [bbotk]      1     3 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:46.388] [bbotk]      9     8 906.9228     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:46.388] [bbotk]      1     4 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:46.388] [bbotk]      1     8 886.0000     0.7200000  355.0656        32.29000          32.81500
## INFO  [12:39:46.388] [bbotk]      1     1 906.9228     0.7399269  129.1600        32.29000          32.81500
## INFO  [12:39:46.388] [bbotk]      1     4 886.0000     0.6935079  129.1600        32.29000          32.81500
## INFO  [12:39:46.388] [bbotk]     12     5 935.7771     0.7200000  129.1600        32.53112          33.25491
## INFO  [12:39:46.388] [bbotk]      1     8 886.0000     0.7200000  129.1600        27.41319          32.19481
## INFO  [12:39:46.388] [bbotk]  maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO  [12:39:46.388] [bbotk]          33.05000         29.91799 119  NA 2361        0.15    0.0814522380
## INFO  [12:39:46.388] [bbotk]          33.05000         30.48000 119  NA 2362        0.05    0.0628546736
## INFO  [12:39:46.388] [bbotk]          31.05761         29.71513 119  NA 2363        0.15    0.1295907128
## INFO  [12:39:46.388] [bbotk]          33.05000         21.45718 119  NA 2364        0.00    0.1741461306
## INFO  [12:39:46.388] [bbotk]          21.92543         27.51687 119  NA 2365        0.10    0.0891623462
## INFO  [12:39:46.388] [bbotk]          31.04335         29.03133 119  NA 2366        0.00    0.0289765732
## INFO  [12:39:46.388] [bbotk]          33.05000         30.48000 119  NA 2367        0.10    0.0002368427
## INFO  [12:39:46.388] [bbotk]          37.28859         29.96863 119  NA 2368        0.25    0.1133257010
## INFO  [12:39:46.388] [bbotk]          33.05000         30.48000 119  NA 2369        0.10    0.0868467733
## INFO  [12:39:46.388] [bbotk]          26.19147         27.81660 119  NA 2370        0.10    0.1555200428
## INFO  [12:39:46.388] [bbotk]          40.23669         30.48000 119  NA 2371        0.10    0.1145550086
## INFO  [12:39:46.388] [bbotk]          33.05000         30.48000 119  NA 2372        0.05    0.0139318307
## INFO  [12:39:46.388] [bbotk]          33.05000         30.48000 119  NA 2373        0.00    0.0588235294
## INFO  [12:39:46.388] [bbotk]          32.53712         31.75387 119  NA 2374        0.10    0.0742457198
## INFO  [12:39:46.388] [bbotk]          33.05000         25.40164 119  NA 2375        0.05    0.0843775841
## INFO  [12:39:46.388] [bbotk]          33.05000         30.48000 119  NA 2376        0.10    0.0139785476
## INFO  [12:39:46.388] [bbotk]          33.05000         30.48000 119  NA 2377        0.15    0.0694937263
## INFO  [12:39:46.388] [bbotk]          33.05000         25.83429 119  NA 2378        0.05    0.0865292811
## INFO  [12:39:46.388] [bbotk]          30.98023         21.80432 119  NA 2379        0.00    0.1880841653
## INFO  [12:39:46.388] [bbotk]          33.05000         31.37265 119  NA 2380        0.10    0.0268807055
## INFO  [12:39:46.388] [bbotk]  no_changed dist_train
## INFO  [12:39:46.388] [bbotk]           3 0.16801978
## INFO  [12:39:46.388] [bbotk]           3 0.20270660
## INFO  [12:39:46.388] [bbotk]           5 0.21757569
## INFO  [12:39:46.388] [bbotk]           5 0.26071368
## INFO  [12:39:46.388] [bbotk]           4 0.22190841
## INFO  [12:39:46.388] [bbotk]           4 0.13536447
## INFO  [12:39:46.388] [bbotk]           1 0.14979212
## INFO  [12:39:46.388] [bbotk]           6 0.19902357
## INFO  [12:39:46.388] [bbotk]           5 0.22530294
## INFO  [12:39:46.388] [bbotk]           6 0.23262540
## INFO  [12:39:46.388] [bbotk]           5 0.23281277
## INFO  [12:39:46.388] [bbotk]           2 0.15040922
## INFO  [12:39:46.388] [bbotk]           1 0.15002896
## INFO  [12:39:46.388] [bbotk]           4 0.22056248
## INFO  [12:39:46.388] [bbotk]           2 0.13905129
## INFO  [12:39:46.388] [bbotk]           1 0.16400751
## INFO  [12:39:46.388] [bbotk]           3 0.09719022
## INFO  [12:39:46.388] [bbotk]           3 0.13254545
## INFO  [12:39:46.388] [bbotk]           7 0.26600506
## INFO  [12:39:46.388] [bbotk]           3 0.16645584
## INFO  [12:39:46.610] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:46.743] [bbotk] Result of batch 120:
## INFO  [12:39:46.748] [bbotk]  heatF laneF   pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO  [12:39:46.748] [bbotk]      1     3 886.0000     0.7200000 129.16000        32.29000          32.81500
## INFO  [12:39:46.748] [bbotk]      1     8 886.0000     0.7200000 129.16000        32.29000          32.81500
## INFO  [12:39:46.748] [bbotk]      1     8 909.3767     0.7205988 129.16000        32.29000          32.81500
## INFO  [12:39:46.748] [bbotk]      3     4 907.4581     0.7200000 697.18397        29.12895          32.81500
## INFO  [12:39:46.748] [bbotk]      1     8 907.3572     0.7200000 841.76732        23.63357          32.81500
## INFO  [12:39:46.748] [bbotk]      1     8 886.0000     0.7200000 129.16000        32.29000          32.81500
## INFO  [12:39:46.748] [bbotk]      1     2 918.2553     0.7150870 129.16000        32.29000          32.19481
## INFO  [12:39:46.748] [bbotk]     10     8 886.0000     0.7181959 129.16000        28.33379          32.81500
## INFO  [12:39:46.748] [bbotk]      1     8 961.0538     0.7200000 129.16000        32.29000          32.81500
## INFO  [12:39:46.748] [bbotk]      2     8 886.0000     0.6993657  49.03212        32.29000          32.81500
## INFO  [12:39:46.748] [bbotk]      1     4 886.0000     0.7486457 129.16000        32.29000          32.81500
## INFO  [12:39:46.748] [bbotk]      1     8 886.0000     0.7462275 129.16000        32.29000          32.81500
## INFO  [12:39:46.748] [bbotk]      1     8 889.6264     0.7200000 129.16000        32.29000          31.68819
## INFO  [12:39:46.748] [bbotk]      9     4 886.0000     0.7252078 365.91710        32.29000          32.81500
## INFO  [12:39:46.748] [bbotk]      1     8 933.8718     0.7200000 129.16000        32.29000          23.42022
## INFO  [12:39:46.748] [bbotk]      1     8 907.8410     0.7374263 129.16000        28.82463          32.81500
## INFO  [12:39:46.748] [bbotk]     11     8 964.4748     0.7053455 129.16000        32.29000          32.81500
## INFO  [12:39:46.748] [bbotk]      1     8 914.8064     0.7200000 129.16000        32.29000          31.46698
## INFO  [12:39:46.748] [bbotk]      5     8 886.0000     0.7362109  68.60568        32.29000          29.09912
## INFO  [12:39:46.748] [bbotk]      1     8 907.1406     0.7089984 129.16000        32.29000          32.81500
## INFO  [12:39:46.748] [bbotk]  maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO  [12:39:46.748] [bbotk]          33.05000         30.48000 120  NA 2381        0.00     0.058823529
## INFO  [12:39:46.748] [bbotk]          33.05000         28.68355 120  NA 2382        0.20     0.009039672
## INFO  [12:39:46.748] [bbotk]          33.05000         30.48000 120  NA 2383        0.10     0.008381557
## INFO  [12:39:46.748] [bbotk]          24.52521         31.22170 120  NA 2384        0.25     0.203644763
## INFO  [12:39:46.748] [bbotk]          35.33207         28.77264 120  NA 2385        0.00     0.102836293
## INFO  [12:39:46.748] [bbotk]          33.05000         29.91799 120  NA 2386        0.10     0.002828015
## INFO  [12:39:46.748] [bbotk]          37.27276         24.26205 120  NA 2387        0.15     0.117906229
## INFO  [12:39:46.748] [bbotk]          33.05000         21.73808 120  NA 2388        0.25     0.119318869
## INFO  [12:39:46.748] [bbotk]          33.05000         28.88309 120  NA 2389        0.05     0.034631530
## INFO  [12:39:46.748] [bbotk]          33.05000         30.20126 120  NA 2390        0.20     0.068555905
## INFO  [12:39:46.748] [bbotk]          33.05000         28.79140 120  NA 2391        0.15     0.072001130
## INFO  [12:39:46.748] [bbotk]          33.05000         30.48000 120  NA 2392        0.15     0.004285541
## INFO  [12:39:46.748] [bbotk]          33.05000         29.74292 120  NA 2393        0.00     0.009363328
## INFO  [12:39:46.748] [bbotk]          27.80685         29.89826 120  NA 2394        0.15     0.152411129
## INFO  [12:39:46.748] [bbotk]          32.07653         24.67598 120  NA 2395        0.15     0.085631724
## INFO  [12:39:46.748] [bbotk]          33.05000         29.91799 120  NA 2396        0.15     0.027615277
## INFO  [12:39:46.748] [bbotk]          33.05000         30.48000 120  NA 2397        0.10     0.089026283
## INFO  [12:39:46.748] [bbotk]          31.04335         29.03133 120  NA 2398        0.00     0.028976573
## INFO  [12:39:46.748] [bbotk]          39.19177         30.48000 120  NA 2399        0.10     0.098763729
## INFO  [12:39:46.748] [bbotk]          30.57652         28.31820 120  NA 2400        0.00     0.027873576
## INFO  [12:39:46.748] [bbotk]  no_changed dist_train
## INFO  [12:39:46.748] [bbotk]           1  0.1500290
## INFO  [12:39:46.748] [bbotk]           1  0.1558482
## INFO  [12:39:46.748] [bbotk]           2  0.1561552
## INFO  [12:39:46.748] [bbotk]           7  0.2313426
## INFO  [12:39:46.748] [bbotk]           5  0.2157814
## INFO  [12:39:46.748] [bbotk]           1  0.1496365
## INFO  [12:39:46.748] [bbotk]           6  0.2023092
## INFO  [12:39:46.748] [bbotk]           4  0.2468107
## INFO  [12:39:46.748] [bbotk]           2  0.1573876
## INFO  [12:39:46.748] [bbotk]           4  0.2147536
## INFO  [12:39:46.748] [bbotk]           3  0.1423887
## INFO  [12:39:46.748] [bbotk]           1  0.1510465
## INFO  [12:39:46.748] [bbotk]           3  0.1547544
## INFO  [12:39:46.748] [bbotk]           6  0.2153687
## INFO  [12:39:46.748] [bbotk]           4  0.1791339
## INFO  [12:39:46.748] [bbotk]           4  0.1508650
## INFO  [12:39:46.748] [bbotk]           3  0.2230644
## INFO  [12:39:46.748] [bbotk]           4  0.1353645
## INFO  [12:39:46.748] [bbotk]           5  0.2326553
## INFO  [12:39:46.748] [bbotk]           4  0.1436242
## INFO  [12:39:46.962] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:47.112] [bbotk] Result of batch 121:
## INFO  [12:39:47.117] [bbotk]  heatF laneF    pointP reactiontimeP swimtimeP mediaParcialesP
## INFO  [12:39:47.117] [bbotk]      5     8  914.8064     0.7200000  129.1600        32.29000
## INFO  [12:39:47.117] [bbotk]      1     8  886.0000     0.7200000  573.6348        32.29000
## INFO  [12:39:47.117] [bbotk]     12     3  921.4238     0.6926614  914.5617        28.32709
## INFO  [12:39:47.117] [bbotk]      1     8  974.9683     0.7002053  129.1600        32.29000
## INFO  [12:39:47.117] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:47.117] [bbotk]      2     8  896.8661     0.7200000  129.1600        32.29000
## INFO  [12:39:47.117] [bbotk]      1     8  886.0000     0.7200000  129.1600        34.72488
## INFO  [12:39:47.117] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:47.117] [bbotk]      1     2  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:47.117] [bbotk]      6     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:47.117] [bbotk]      1     8  990.6862     0.7200000  129.1600        32.29000
## INFO  [12:39:47.117] [bbotk]      1     1  886.0000     0.7200000  246.3140        32.29000
## INFO  [12:39:47.117] [bbotk]      1     3  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:47.117] [bbotk]      5     8 1006.3420     0.7200000  800.9599        32.29000
## INFO  [12:39:47.117] [bbotk]      7     9  886.0000     0.7200000  462.4782        28.88395
## INFO  [12:39:47.117] [bbotk]      1     2  886.0000     0.7200000  129.1600        32.54887
## INFO  [12:39:47.117] [bbotk]      3     8  921.7286     0.7200000  368.9991        32.29000
## INFO  [12:39:47.117] [bbotk]      1     8  886.0000     0.7200000  129.1600        34.21083
## INFO  [12:39:47.117] [bbotk]      1     8  948.0040     0.7484425  482.2677        32.29000
## INFO  [12:39:47.117] [bbotk]      1     8  904.3641     0.7200000  129.1600        32.29000
## INFO  [12:39:47.117] [bbotk]  medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO  [12:39:47.117] [bbotk]           32.81500         21.57899         30.48000 121  NA 2401        0.30
## INFO  [12:39:47.117] [bbotk]           22.45350         33.05000         30.48000 121  NA 2402        0.05
## INFO  [12:39:47.117] [bbotk]           32.81500         33.05000         30.48000 121  NA 2403        0.00
## INFO  [12:39:47.117] [bbotk]           32.81500         22.43318         30.48000 121  NA 2404        0.30
## INFO  [12:39:47.117] [bbotk]           32.81500         31.30563         29.75810 121  NA 2405        0.15
## INFO  [12:39:47.117] [bbotk]           32.19481         33.05000         26.80617 121  NA 2406        0.00
## INFO  [12:39:47.117] [bbotk]           31.95041         33.05000         30.48000 121  NA 2407        0.10
## INFO  [12:39:47.117] [bbotk]           32.81500         33.05000         30.48000 121  NA 2408        0.10
## INFO  [12:39:47.117] [bbotk]           32.93615         33.05000         32.07259 121  NA 2409        0.25
## INFO  [12:39:47.117] [bbotk]           31.62186         33.05000         21.46253 121  NA 2410        0.20
## INFO  [12:39:47.117] [bbotk]           32.81500         33.05000         28.21725 121  NA 2411        0.05
## INFO  [12:39:47.117] [bbotk]           32.19944         33.05000         30.46418 121  NA 2412        0.10
## INFO  [12:39:47.117] [bbotk]           32.81500         33.05000         30.48000 121  NA 2413        0.00
## INFO  [12:39:47.117] [bbotk]           32.81500         21.77759         28.61082 121  NA 2414        0.15
## INFO  [12:39:47.117] [bbotk]           22.82880         36.31016         30.48000 121  NA 2415        0.05
## INFO  [12:39:47.117] [bbotk]           32.57709         33.05000         24.19243 121  NA 2416        0.30
## INFO  [12:39:47.117] [bbotk]           32.81500         36.92050         28.67362 121  NA 2417        0.05
## INFO  [12:39:47.117] [bbotk]           33.06304         33.05000         29.18342 121  NA 2418        0.15
## INFO  [12:39:47.117] [bbotk]           32.81500         33.05000         30.48000 121  NA 2419        0.05
## INFO  [12:39:47.117] [bbotk]           32.81500         31.30563         29.75810 121  NA 2420        0.00
## INFO  [12:39:47.117] [bbotk]  dist_x_interest no_changed dist_train
## INFO  [12:39:47.117] [bbotk]      0.104771000          3  0.2349876
## INFO  [12:39:47.117] [bbotk]      0.067681130          2  0.2090667
## INFO  [12:39:47.117] [bbotk]      0.199504937          6  0.2815481
## INFO  [12:39:47.117] [bbotk]      0.067839439          3  0.1864889
## INFO  [12:39:47.117] [bbotk]      0.009067411          2  0.1552736
## INFO  [12:39:47.117] [bbotk]      0.083565472          4  0.2190922
## INFO  [12:39:47.117] [bbotk]      0.013330112          2  0.1633591
## INFO  [12:39:47.117] [bbotk]      0.000000000          0  0.1500290
## INFO  [12:39:47.117] [bbotk]      0.067307126          3  0.1578921
## INFO  [12:39:47.117] [bbotk]      0.108825575          3  0.2476100
## INFO  [12:39:47.117] [bbotk]      0.048482499          2  0.1710062
## INFO  [12:39:47.117] [bbotk]      0.068539313          4  0.1007620
## INFO  [12:39:47.117] [bbotk]      0.058823529          1  0.1500290
## INFO  [12:39:47.117] [bbotk]      0.187563773          5  0.2963786
## INFO  [12:39:47.117] [bbotk]      0.201109498          6  0.2918198
## INFO  [12:39:47.117] [bbotk]      0.092445633          4  0.1804306
## INFO  [12:39:47.117] [bbotk]      0.107473726          5  0.2301898
## INFO  [12:39:47.117] [bbotk]      0.015357286          3  0.1615454
## INFO  [12:39:47.117] [bbotk]      0.048468664          3  0.1872959
## INFO  [12:39:47.117] [bbotk]      0.015574878          3  0.1487662
## INFO  [12:39:47.299] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:47.428] [bbotk] Result of batch 122:
## INFO  [12:39:47.433] [bbotk]  heatF laneF    pointP reactiontimeP swimtimeP mediaParcialesP
## INFO  [12:39:47.433] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:47.433] [bbotk]      1     8 1016.0177     0.7200000  964.0048        33.88444
## INFO  [12:39:47.433] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:47.433] [bbotk]      1     8  914.8064     0.7200000  129.1600        32.29000
## INFO  [12:39:47.433] [bbotk]      1     8  903.0668     0.7200000  129.1600        32.29000
## INFO  [12:39:47.433] [bbotk]      1     3  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:47.433] [bbotk]      1     8  908.6197     0.7200000  498.5693        32.29000
## INFO  [12:39:47.433] [bbotk]      1     3  887.1067     0.7200000  129.1600        32.29000
## INFO  [12:39:47.433] [bbotk]      1     4  921.4238     0.7200000  129.1600        32.29000
## INFO  [12:39:47.433] [bbotk]      1     8  860.6072     0.7200000  129.1600        32.29000
## INFO  [12:39:47.433] [bbotk]      1     8  886.0000     0.7466845  129.1600        32.29000
## INFO  [12:39:47.433] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:47.433] [bbotk]      1     8  907.3572     0.7200000  129.1600        32.29000
## INFO  [12:39:47.433] [bbotk]      1     6  899.8214     0.7200000  129.1600        32.29000
## INFO  [12:39:47.433] [bbotk]      1     8  888.0267     0.7315300  129.1600        33.25408
## INFO  [12:39:47.433] [bbotk]      1     4  886.0000     0.7247418  594.7025        32.29000
## INFO  [12:39:47.433] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:47.433] [bbotk]      1     8  886.0000     0.7200000  891.4247        32.29000
## INFO  [12:39:47.433] [bbotk]      1     8  914.7636     0.7200000  129.1600        32.29000
## INFO  [12:39:47.433] [bbotk]      1     8  904.3641     0.6811380  129.1600        21.76584
## INFO  [12:39:47.433] [bbotk]  medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO  [12:39:47.433] [bbotk]           32.81500         33.05000         29.03290 122  NA 2421        0.20
## INFO  [12:39:47.433] [bbotk]           32.19481         33.05000         30.48000 122  NA 2422        0.05
## INFO  [12:39:47.433] [bbotk]           32.81500         33.95623         30.48000 122  NA 2423        0.15
## INFO  [12:39:47.433] [bbotk]           32.81500         33.05000         29.03133 122  NA 2424        0.05
## INFO  [12:39:47.433] [bbotk]           32.81500         32.03047         30.48000 122  NA 2425        0.10
## INFO  [12:39:47.433] [bbotk]           32.81500         33.05000         30.48000 122  NA 2426        0.00
## INFO  [12:39:47.433] [bbotk]           32.81500         31.23937         30.48000 122  NA 2427        0.10
## INFO  [12:39:47.433] [bbotk]           31.64940         35.88022         30.48000 122  NA 2428        0.00
## INFO  [12:39:47.433] [bbotk]           32.81500         33.05000         30.48000 122  NA 2429        0.10
## INFO  [12:39:47.433] [bbotk]           32.81500         33.05000         30.48000 122  NA 2430        0.15
## INFO  [12:39:47.433] [bbotk]           29.45884         33.05000         30.48000 122  NA 2431        0.15
## INFO  [12:39:47.433] [bbotk]           32.19481         33.05000         30.48000 122  NA 2432        0.05
## INFO  [12:39:47.433] [bbotk]           32.81500         33.05000         28.77264 122  NA 2433        0.00
## INFO  [12:39:47.433] [bbotk]           28.40087         33.05000         28.87404 122  NA 2434        0.00
## INFO  [12:39:47.433] [bbotk]           32.81500         33.05000         30.48000 122  NA 2435        0.15
## INFO  [12:39:47.433] [bbotk]           32.81500         33.05000         30.33650 122  NA 2436        0.00
## INFO  [12:39:47.433] [bbotk]           32.81500         30.81920         27.48246 122  NA 2437        0.10
## INFO  [12:39:47.433] [bbotk]           32.81500         21.52950         29.52744 122  NA 2438        0.20
## INFO  [12:39:47.433] [bbotk]           32.81500         33.05000         28.87404 122  NA 2439        0.05
## INFO  [12:39:47.433] [bbotk]           25.29946         33.05000         28.61669 122  NA 2440        0.00
## INFO  [12:39:47.433] [bbotk]  dist_x_interest no_changed dist_train
## INFO  [12:39:47.433] [bbotk]      0.007281759          1  0.1540903
## INFO  [12:39:47.433] [bbotk]      0.106669793          4  0.2406873
## INFO  [12:39:47.433] [bbotk]      0.002823483          1  0.1526032
## INFO  [12:39:47.433] [bbotk]      0.017497420          2  0.1468436
## INFO  [12:39:47.433] [bbotk]      0.009224262          2  0.1551168
## INFO  [12:39:47.433] [bbotk]      0.058823529          1  0.1500290
## INFO  [12:39:47.433] [bbotk]      0.036515005          3  0.1735425
## INFO  [12:39:47.433] [bbotk]      0.072553443          4  0.1627253
## INFO  [12:39:47.433] [bbotk]      0.071376251          2  0.1259392
## INFO  [12:39:47.433] [bbotk]      0.008998172          1  0.1590271
## INFO  [12:39:47.433] [bbotk]      0.017374135          2  0.1587597
## INFO  [12:39:47.433] [bbotk]      0.002404880          1  0.1524338
## INFO  [12:39:47.433] [bbotk]      0.016159456          2  0.1490607
## INFO  [12:39:47.433] [bbotk]      0.088918698          4  0.1733141
## INFO  [12:39:47.433] [bbotk]      0.006552736          3  0.1518963
## INFO  [12:39:47.433] [bbotk]      0.089127162          4  0.1672077
## INFO  [12:39:47.433] [bbotk]      0.022033867          2  0.1563625
## INFO  [12:39:47.433] [bbotk]      0.087854366          3  0.2289001
## INFO  [12:39:47.433] [bbotk]      0.018273745          2  0.1460673
## INFO  [12:39:47.433] [bbotk]      0.094501615          5  0.1739125
## INFO  [12:39:47.639] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:47.766] [bbotk] Result of batch 123:
## INFO  [12:39:47.771] [bbotk]  heatF laneF    pointP reactiontimeP swimtimeP mediaParcialesP
## INFO  [12:39:47.771] [bbotk]      1     8  886.0000     0.7200000 129.16000        32.29000
## INFO  [12:39:47.771] [bbotk]      1     3  886.0000     0.7200000 129.16000        28.79618
## INFO  [12:39:47.771] [bbotk]      1     8  898.7007     0.7200000 129.16000        32.29000
## INFO  [12:39:47.771] [bbotk]      1     8  886.0000     0.7200000 129.16000        32.29000
## INFO  [12:39:47.771] [bbotk]      1     8  904.3641     0.7200000 129.16000        32.29000
## INFO  [12:39:47.771] [bbotk]      1     3  999.8463     0.7200000 129.16000        32.29000
## INFO  [12:39:47.771] [bbotk]      1     8  886.0000     0.7200000 129.16000        32.29000
## INFO  [12:39:47.771] [bbotk]      1     8  886.0000     0.7200000 129.16000        32.29000
## INFO  [12:39:47.771] [bbotk]     11     8  941.9479     0.7200000 129.16000        32.29000
## INFO  [12:39:47.771] [bbotk]      1     8  886.0000     0.7200000 129.16000        32.29000
## INFO  [12:39:47.771] [bbotk]      1     8  882.6666     0.7200000 129.16000        34.80833
## INFO  [12:39:47.771] [bbotk]      1     8  916.9584     0.7200000 129.16000        32.29000
## INFO  [12:39:47.771] [bbotk]      1     8  920.4539     0.7200000  80.96569        32.29000
## INFO  [12:39:47.771] [bbotk]      1     5  899.6560     0.7556467 129.16000        32.29000
## INFO  [12:39:47.771] [bbotk]      1     8  906.9228     0.7200000 415.47752        23.66555
## INFO  [12:39:47.771] [bbotk]      7     8 1007.3603     0.7200000 129.16000        29.69548
## INFO  [12:39:47.771] [bbotk]      1     8  889.9648     0.7200000 129.16000        32.29000
## INFO  [12:39:47.771] [bbotk]      1     8  951.0156     0.7347419 129.16000        32.29000
## INFO  [12:39:47.771] [bbotk]      1     8  899.8046     0.7200000 129.16000        32.29000
## INFO  [12:39:47.771] [bbotk]      1     8  886.0000     0.7200000 129.16000        32.29000
## INFO  [12:39:47.771] [bbotk]  medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO  [12:39:47.771] [bbotk]           31.46698         31.04335         29.03133 123  NA 2441        0.00
## INFO  [12:39:47.771] [bbotk]           32.21370         33.05000         30.48000 123  NA 2442        0.00
## INFO  [12:39:47.771] [bbotk]           32.81500         33.05000         29.61458 123  NA 2443        0.00
## INFO  [12:39:47.771] [bbotk]           32.00742         33.05000         28.73536 123  NA 2444        0.10
## INFO  [12:39:47.771] [bbotk]           32.81500         33.05000         30.48000 123  NA 2445        0.05
## INFO  [12:39:47.771] [bbotk]           32.81500         33.05000         30.48000 123  NA 2446        0.00
## INFO  [12:39:47.771] [bbotk]           32.81500         33.05000         30.48000 123  NA 2447        0.10
## INFO  [12:39:47.771] [bbotk]           32.19481         33.05000         29.91799 123  NA 2448        0.00
## INFO  [12:39:47.771] [bbotk]           32.81500         33.05000         28.77264 123  NA 2449        0.05
## INFO  [12:39:47.771] [bbotk]           32.81500         33.05000         30.48000 123  NA 2450        0.10
## INFO  [12:39:47.771] [bbotk]           32.81500         37.48556         31.78685 123  NA 2451        0.15
## INFO  [12:39:47.771] [bbotk]           31.53990         31.20504         29.25203 123  NA 2452        0.00
## INFO  [12:39:47.771] [bbotk]           22.52466         35.13076         30.48000 123  NA 2453        0.15
## INFO  [12:39:47.771] [bbotk]           34.70637         33.05000         32.02290 123  NA 2454        0.30
## INFO  [12:39:47.771] [bbotk]           32.81500         28.50764         30.48000 123  NA 2455        0.25
## INFO  [12:39:47.771] [bbotk]           33.37222         33.05000         30.48000 123  NA 2456        0.10
## INFO  [12:39:47.771] [bbotk]           32.81500         29.39355         29.76162 123  NA 2457        0.20
## INFO  [12:39:47.771] [bbotk]           33.64758         33.72770         29.90492 123  NA 2458        0.10
## INFO  [12:39:47.771] [bbotk]           32.81500         33.05000         29.14362 123  NA 2459        0.00
## INFO  [12:39:47.771] [bbotk]           32.81500         33.05000         30.52770 123  NA 2460        0.10
## INFO  [12:39:47.771] [bbotk]  dist_x_interest no_changed dist_train
## INFO  [12:39:47.771] [bbotk]     0.0187687757          3  0.1455723
## INFO  [12:39:47.771] [bbotk]     0.0754719986          3  0.1664316
## INFO  [12:39:47.771] [bbotk]     0.0088553832          2  0.1542465
## INFO  [12:39:47.771] [bbotk]     0.0119104365          2  0.1536850
## INFO  [12:39:47.771] [bbotk]     0.0065074672          1  0.1551190
## INFO  [12:39:47.771] [bbotk]     0.0991659453          2  0.1889539
## INFO  [12:39:47.771] [bbotk]     0.0000000000          0  0.1500290
## INFO  [12:39:47.771] [bbotk]     0.0052328953          2  0.1520414
## INFO  [12:39:47.771] [bbotk]     0.0872404790          3  0.2097642
## INFO  [12:39:47.771] [bbotk]     0.0000000000          0  0.1500290
## INFO  [12:39:47.771] [bbotk]     0.0318964294          4  0.1569675
## INFO  [12:39:47.771] [bbotk]     0.0278421156          4  0.1364989
## INFO  [12:39:47.771] [bbotk]     0.0615761548          4  0.1725793
## INFO  [12:39:47.771] [bbotk]     0.0845850804          5  0.1704847
## INFO  [12:39:47.771] [bbotk]     0.0746243437          4  0.1904720
## INFO  [12:39:47.771] [bbotk]     0.1146210177          4  0.2334921
## INFO  [12:39:47.771] [bbotk]     0.0164120026          3  0.1570046
## INFO  [12:39:47.771] [bbotk]     0.0336813522          5  0.1667210
## INFO  [12:39:47.771] [bbotk]     0.0116164121          2  0.1527246
## INFO  [12:39:47.771] [bbotk]     0.0002400396          1  0.1502690
## INFO  [12:39:47.969] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:48.113] [bbotk] Result of batch 124:
## INFO  [12:39:48.119] [bbotk]  heatF laneF    pointP reactiontimeP swimtimeP mediaParcialesP
## INFO  [12:39:48.119] [bbotk]      1     8  907.3572     0.7200000  129.1600        32.29000
## INFO  [12:39:48.119] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:48.119] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:48.119] [bbotk]      1     8  906.9228     0.7200000  129.1600        29.79605
## INFO  [12:39:48.119] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:48.119] [bbotk]      8     8  922.5807     0.7200000  522.7671        32.29000
## INFO  [12:39:48.119] [bbotk]     11     4  886.0000     0.7048235  408.4285        26.15800
## INFO  [12:39:48.119] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:48.119] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:48.119] [bbotk]      1     8  899.8214     0.7483355  129.1600        32.29000
## INFO  [12:39:48.119] [bbotk]      1     8  886.0000     0.7200000  129.1600        26.21325
## INFO  [12:39:48.119] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:48.119] [bbotk]      1     0  886.0000     0.7200000  285.1694        32.29000
## INFO  [12:39:48.119] [bbotk]      1     1  906.9228     0.7849000  129.1600        31.32348
## INFO  [12:39:48.119] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:48.119] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:48.119] [bbotk]      1     8  884.6084     0.7200000  129.1600        32.29000
## INFO  [12:39:48.119] [bbotk]      1     8 1021.6899     0.7200000  129.1600        32.29000
## INFO  [12:39:48.119] [bbotk]      1     8  888.0267     0.7200000  129.1600        32.29000
## INFO  [12:39:48.119] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:48.119] [bbotk]  medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO  [12:39:48.119] [bbotk]           32.81500         33.05000         28.77264 124  NA 2461        0.00
## INFO  [12:39:48.119] [bbotk]           32.81500         33.05000         31.11575 124  NA 2462        0.15
## INFO  [12:39:48.119] [bbotk]           32.81500         33.05000         30.48000 124  NA 2463        0.10
## INFO  [12:39:48.119] [bbotk]           32.81500         33.05000         28.61082 124  NA 2464        0.00
## INFO  [12:39:48.119] [bbotk]           32.36516         29.73231         29.99073 124  NA 2465        0.10
## INFO  [12:39:48.119] [bbotk]           31.62433         28.48018         30.48000 124  NA 2466        0.20
## INFO  [12:39:48.119] [bbotk]           32.81500         33.99740         30.48000 124  NA 2467        0.10
## INFO  [12:39:48.119] [bbotk]           32.81500         33.05000         28.87404 124  NA 2468        0.20
## INFO  [12:39:48.119] [bbotk]           31.53990         31.20504         29.25203 124  NA 2469        0.05
## INFO  [12:39:48.119] [bbotk]           26.41850         33.05000         22.26971 124  NA 2470        0.15
## INFO  [12:39:48.119] [bbotk]           32.81500         23.29436         27.24675 124  NA 2471        0.25
## INFO  [12:39:48.119] [bbotk]           32.81500         33.05000         30.48000 124  NA 2472        0.10
## INFO  [12:39:48.119] [bbotk]           31.46698         31.04335         31.09698 124  NA 2473        0.10
## INFO  [12:39:48.119] [bbotk]           32.81500         33.05000         28.61082 124  NA 2474        0.00
## INFO  [12:39:48.119] [bbotk]           32.81500         33.05000         30.48000 124  NA 2475        0.10
## INFO  [12:39:48.119] [bbotk]           32.81500         33.05000         28.77264 124  NA 2476        0.20
## INFO  [12:39:48.119] [bbotk]           26.43361         33.50589         22.59497 124  NA 2477        0.25
## INFO  [12:39:48.119] [bbotk]           32.81500         33.05000         29.78907 124  NA 2478        0.00
## INFO  [12:39:48.119] [bbotk]           32.81500         33.05000         29.91799 124  NA 2479        0.10
## INFO  [12:39:48.119] [bbotk]           32.81500         33.05000         30.48000 124  NA 2480        0.10
## INFO  [12:39:48.119] [bbotk]  dist_x_interest no_changed dist_train
## INFO  [12:39:48.119] [bbotk]      0.016159456          2  0.1490607
## INFO  [12:39:48.119] [bbotk]      0.003199051          1  0.1532280
## INFO  [12:39:48.119] [bbotk]      0.000000000          0  0.1500290
## INFO  [12:39:48.119] [bbotk]      0.027039418          3  0.1402924
## INFO  [12:39:48.119] [bbotk]      0.014543079          3  0.1567626
## INFO  [12:39:48.119] [bbotk]      0.114996713          5  0.2308811
## INFO  [12:39:48.119] [bbotk]      0.165486734          6  0.2214164
## INFO  [12:39:48.119] [bbotk]      0.008081111          1  0.1548896
## INFO  [12:39:48.119] [bbotk]      0.016871729          3  0.1474693
## INFO  [12:39:48.119] [bbotk]      0.075644720          4  0.1909312
## INFO  [12:39:48.119] [bbotk]      0.071565854          3  0.1859383
## INFO  [12:39:48.119] [bbotk]      0.000000000          0  0.1500290
## INFO  [12:39:48.119] [bbotk]      0.083060821          5  0.1742663
## INFO  [12:39:48.119] [bbotk]      0.090208446          5  0.1144386
## INFO  [12:39:48.119] [bbotk]      0.000000000          0  0.1500290
## INFO  [12:39:48.119] [bbotk]      0.008591331          1  0.1553998
## INFO  [12:39:48.119] [bbotk]      0.066335247          4  0.1914172
## INFO  [12:39:48.119] [bbotk]      0.051559612          2  0.1834334
## INFO  [12:39:48.119] [bbotk]      0.003546196          2  0.1489373
## INFO  [12:39:48.119] [bbotk]      0.000000000          0  0.1500290
## INFO  [12:39:48.311] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:48.457] [bbotk] Result of batch 125:
## INFO  [12:39:48.463] [bbotk]  heatF laneF    pointP reactiontimeP swimtimeP mediaParcialesP
## INFO  [12:39:48.463] [bbotk]      1     8  962.6544     0.7376978  555.8270        32.29000
## INFO  [12:39:48.463] [bbotk]      1     8  899.8214     0.7200000  129.1600        32.29000
## INFO  [12:39:48.463] [bbotk]      7     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:48.463] [bbotk]      1     1  915.1543     0.7200000  129.1600        35.21679
## INFO  [12:39:48.463] [bbotk]      1     1  912.7692     0.7200000  857.7047        32.29000
## INFO  [12:39:48.463] [bbotk]      1     8  908.1640     0.7721102  129.1600        32.29000
## INFO  [12:39:48.463] [bbotk]      1     8  915.3528     0.7200000  129.1600        32.48469
## INFO  [12:39:48.463] [bbotk]      9     8  907.7353     0.7200000  797.7685        32.29000
## INFO  [12:39:48.463] [bbotk]      1     6  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:48.463] [bbotk]      1     3  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:48.463] [bbotk]      1     8  935.4120     0.7244693  129.1600        32.29000
## INFO  [12:39:48.463] [bbotk]      1     8  906.9228     0.7200000  129.1600        29.79605
## INFO  [12:39:48.463] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:48.463] [bbotk]      1     8 1021.6899     0.7200000  936.8554        32.29000
## INFO  [12:39:48.463] [bbotk]     10     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:48.463] [bbotk]      1     8  886.0000     0.7302837  129.1600        32.29000
## INFO  [12:39:48.463] [bbotk]      1     8  902.5487     0.7200000  129.1600        32.29000
## INFO  [12:39:48.463] [bbotk]      4     8  907.3572     0.7200000  129.1600        32.29000
## INFO  [12:39:48.463] [bbotk]      1     8  885.4982     0.7200000  129.1600        32.29000
## INFO  [12:39:48.463] [bbotk]     10     8  973.2523     0.7200000  375.8260        32.29000
## INFO  [12:39:48.463] [bbotk]  medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO  [12:39:48.463] [bbotk]           32.81500         23.93627         23.46156 125  NA 2481        0.25
## INFO  [12:39:48.463] [bbotk]           32.81500         33.05000         28.87404 125  NA 2482        0.00
## INFO  [12:39:48.463] [bbotk]           32.81500         31.08994         23.45429 125  NA 2483        0.20
## INFO  [12:39:48.463] [bbotk]           33.08072         33.05000         24.00355 125  NA 2484        0.05
## INFO  [12:39:48.463] [bbotk]           25.52758         33.05000         30.81011 125  NA 2485        0.05
## INFO  [12:39:48.463] [bbotk]           32.81500         33.05000         28.69494 125  NA 2486        0.10
## INFO  [12:39:48.463] [bbotk]           32.81500         33.05000         29.22388 125  NA 2487        0.05
## INFO  [12:39:48.463] [bbotk]           32.81500         33.33630         23.68082 125  NA 2488        0.10
## INFO  [12:39:48.463] [bbotk]           32.81500         38.29083         30.48000 125  NA 2489        0.05
## INFO  [12:39:48.463] [bbotk]           32.81500         33.05000         30.48000 125  NA 2490        0.00
## INFO  [12:39:48.463] [bbotk]           32.19481         27.50825         29.91799 125  NA 2491        0.20
## INFO  [12:39:48.463] [bbotk]           32.81500         33.05000         30.48000 125  NA 2492        0.05
## INFO  [12:39:48.463] [bbotk]           33.75107         33.05000         27.67480 125  NA 2493        0.20
## INFO  [12:39:48.463] [bbotk]           32.81500         33.05000         30.48000 125  NA 2494        0.05
## INFO  [12:39:48.463] [bbotk]           31.21939         29.07272         30.34041 125  NA 2495        0.20
## INFO  [12:39:48.463] [bbotk]           32.81500         33.05000         29.13007 125  NA 2496        0.15
## INFO  [12:39:48.463] [bbotk]           32.81500         33.05000         30.48000 125  NA 2497        0.05
## INFO  [12:39:48.463] [bbotk]           32.81500         33.05000         27.09232 125  NA 2498        0.00
## INFO  [12:39:48.463] [bbotk]           32.91345         33.05000         30.07033 125  NA 2499        0.10
## INFO  [12:39:48.463] [bbotk]           32.06419         33.05000         30.58015 125  NA 2500        0.10
## INFO  [12:39:48.463] [bbotk]  dist_x_interest no_changed dist_train
## INFO  [12:39:48.463] [bbotk]      0.120167840          5  0.2289827
## INFO  [12:39:48.463] [bbotk]      0.012978856          2  0.1513622
## INFO  [12:39:48.463] [bbotk]      0.100283469          3  0.2361072
## INFO  [12:39:48.463] [bbotk]      0.114767484          5  0.1418911
## INFO  [12:39:48.463] [bbotk]      0.143309111          5  0.1742736
## INFO  [12:39:48.463] [bbotk]      0.025351094          3  0.1576806
## INFO  [12:39:48.463] [bbotk]      0.017519954          3  0.1484167
## INFO  [12:39:48.463] [bbotk]      0.143002824          5  0.2756362
## INFO  [12:39:48.463] [bbotk]      0.075152152          2  0.1661083
## INFO  [12:39:48.463] [bbotk]      0.058823529          1  0.1500290
## INFO  [12:39:48.463] [bbotk]      0.040738920          5  0.1553915
## INFO  [12:39:48.463] [bbotk]      0.017633816          2  0.1471904
## INFO  [12:39:48.463] [bbotk]      0.017745387          2  0.1639335
## INFO  [12:39:48.463] [bbotk]      0.098061324          2  0.2368885
## INFO  [12:39:48.463] [bbotk]      0.078104933          4  0.2149579
## INFO  [12:39:48.463] [bbotk]      0.008473107          2  0.1520136
## INFO  [12:39:48.463] [bbotk]      0.005864175          1  0.1544757
## INFO  [12:39:48.463] [bbotk]      0.083438296          3  0.2163396
## INFO  [12:39:48.463] [bbotk]      0.002621043          3  0.1488091
## INFO  [12:39:48.463] [bbotk]      0.108420590          5  0.2414251
## INFO  [12:39:48.649] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:48.777] [bbotk] Result of batch 126:
## INFO  [12:39:48.782] [bbotk]  heatF laneF   pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO  [12:39:48.782] [bbotk]      1     3 886.0000     0.7200000 129.16000        34.56304          32.81500
## INFO  [12:39:48.782] [bbotk]      1     8 888.0267     0.7200000 129.16000        32.29000          32.81500
## INFO  [12:39:48.782] [bbotk]      1     8 886.0000     0.7200000 129.16000        29.07080          32.81500
## INFO  [12:39:48.782] [bbotk]     11     8 982.3023     0.7200000 129.16000        25.39513          32.81500
## INFO  [12:39:48.782] [bbotk]      1     8 886.0000     0.7200000 129.16000        32.29000          32.81500
## INFO  [12:39:48.782] [bbotk]      1     8 886.0000     0.7200000 129.16000        32.29000          31.46698
## INFO  [12:39:48.782] [bbotk]      1     8 902.5029     0.7200000 129.16000        32.29000          32.81500
## INFO  [12:39:48.782] [bbotk]     11     4 886.0000     0.6995857 129.16000        32.29000          31.28777
## INFO  [12:39:48.782] [bbotk]      1     8 886.0000     0.7200000 129.16000        32.29000          32.81500
## INFO  [12:39:48.782] [bbotk]      1     8 886.0000     0.7200000 129.16000        32.29000          32.81500
## INFO  [12:39:48.782] [bbotk]      1     8 886.0000     0.7200000 129.16000        28.27797          32.81500
## INFO  [12:39:48.782] [bbotk]      1     3 886.0000     0.7200000 129.16000        23.75943          32.81500
## INFO  [12:39:48.782] [bbotk]      1     8 897.1310     0.6953702 129.16000        32.29000          32.22171
## INFO  [12:39:48.782] [bbotk]      1     8 888.1238     0.7200000 129.16000        32.29000          32.75796
## INFO  [12:39:48.782] [bbotk]      1     9 983.2469     0.7200000 166.69052        26.32265          31.95041
## INFO  [12:39:48.782] [bbotk]      1     8 914.8064     0.7200000 129.16000        32.29000          32.81500
## INFO  [12:39:48.782] [bbotk]      1     8 995.5731     0.7200000 129.16000        32.29000          24.15433
## INFO  [12:39:48.782] [bbotk]      9     8 886.0000     0.7200000 129.16000        32.29000          32.81500
## INFO  [12:39:48.782] [bbotk]      1     1 892.9798     0.7429426 129.16000        32.29000          32.81500
## INFO  [12:39:48.782] [bbotk]      1     6 886.0000     0.7199885  90.32602        32.29000          32.81500
## INFO  [12:39:48.782] [bbotk]  maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO  [12:39:48.782] [bbotk]          38.74149         30.48000 126  NA 2501        0.05     0.085870653
## INFO  [12:39:48.782] [bbotk]          33.05000         29.91799 126  NA 2502        0.10     0.003546196
## INFO  [12:39:48.782] [bbotk]          33.05000         30.19305 126  NA 2503        0.10     0.014635444
## INFO  [12:39:48.782] [bbotk]          38.96039         30.48000 126  NA 2504        0.05     0.139617415
## INFO  [12:39:48.782] [bbotk]          33.05000         31.23541 126  NA 2505        0.15     0.003801174
## INFO  [12:39:48.782] [bbotk]          31.04335         29.03133 126  NA 2506        0.00     0.018768776
## INFO  [12:39:48.782] [bbotk]          33.05000         32.29722 126  NA 2507        0.10     0.014992092
## INFO  [12:39:48.782] [bbotk]          33.05000         30.48000 126  NA 2508        0.00     0.126904766
## INFO  [12:39:48.782] [bbotk]          31.20504         30.48000 126  NA 2509        0.15     0.005748260
## INFO  [12:39:48.782] [bbotk]          33.05000         28.87404 126  NA 2510        0.20     0.008081111
## INFO  [12:39:48.782] [bbotk]          31.58285         21.72877 126  NA 2511        0.25     0.065047312
## INFO  [12:39:48.782] [bbotk]          33.05000         29.80196 126  NA 2512        0.05     0.097191721
## INFO  [12:39:48.782] [bbotk]          33.05000         22.04922 126  NA 2513        0.05     0.052692715
## INFO  [12:39:48.782] [bbotk]          33.05000         28.85867 126  NA 2514        0.15     0.009132223
## INFO  [12:39:48.782] [bbotk]          33.05000         28.87404 126  NA 2515        0.00     0.131492634
## INFO  [12:39:48.782] [bbotk]          33.05000         30.48000 126  NA 2516        0.10     0.010207798
## INFO  [12:39:48.782] [bbotk]          33.05000         30.48000 126  NA 2517        0.10     0.072410980
## INFO  [12:39:48.782] [bbotk]          33.05000         30.48000 126  NA 2518        0.10     0.058823529
## INFO  [12:39:48.782] [bbotk]          33.05000         27.75924 126  NA 2519        0.10     0.078736415
## INFO  [12:39:48.782] [bbotk]          33.05000         30.80518 126  NA 2520        0.20     0.062864656
## INFO  [12:39:48.782] [bbotk]  no_changed dist_train
## INFO  [12:39:48.782] [bbotk]           3  0.1768268
## INFO  [12:39:48.782] [bbotk]           2  0.1489373
## INFO  [12:39:48.782] [bbotk]           2  0.1561325
## INFO  [12:39:48.782] [bbotk]           4  0.2584885
## INFO  [12:39:48.782] [bbotk]           1  0.1538301
## INFO  [12:39:48.782] [bbotk]           3  0.1455723
## INFO  [12:39:48.782] [bbotk]           2  0.1636036
## INFO  [12:39:48.782] [bbotk]           4  0.1957708
## INFO  [12:39:48.782] [bbotk]           1  0.1557772
## INFO  [12:39:48.782] [bbotk]           1  0.1548896
## INFO  [12:39:48.782] [bbotk]           3  0.1839864
## INFO  [12:39:48.782] [bbotk]           3  0.1849308
## INFO  [12:39:48.782] [bbotk]           4  0.1801914
## INFO  [12:39:48.782] [bbotk]           3  0.1545233
## INFO  [12:39:48.782] [bbotk]           6  0.2056592
## INFO  [12:39:48.782] [bbotk]           1  0.1541332
## INFO  [12:39:48.782] [bbotk]           2  0.1882827
## INFO  [12:39:48.782] [bbotk]           1  0.2088525
## INFO  [12:39:48.782] [bbotk]           4  0.1032125
## INFO  [12:39:48.782] [bbotk]           4  0.1540552
## INFO  [12:39:48.997] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:49.142] [bbotk] Result of batch 127:
## INFO  [12:39:49.149] [bbotk]  heatF laneF   pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO  [12:39:49.149] [bbotk]     10     8 902.6035     0.7200000  189.6967        32.29000          30.78636
## INFO  [12:39:49.149] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          32.72951
## INFO  [12:39:49.149] [bbotk]      1     9 899.8214     0.7206356  343.3084        32.29000          32.81500
## INFO  [12:39:49.149] [bbotk]      1     8 888.0267     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:49.149] [bbotk]      1     8 941.1738     0.7200000  129.1600        32.29000          32.22059
## INFO  [12:39:49.149] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.54010          32.81500
## INFO  [12:39:49.149] [bbotk]      1     8 914.8064     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:49.149] [bbotk]      1     9 886.0000     0.7200000  129.1600        32.29000          25.20313
## INFO  [12:39:49.149] [bbotk]      1     8 886.0000     0.7200000  701.7400        24.26650          23.37587
## INFO  [12:39:49.149] [bbotk]      1     8 900.2604     0.6951029  129.1600        32.29000          32.81500
## INFO  [12:39:49.149] [bbotk]      1     1 935.3254     0.7200000  129.1600        32.29000          31.85885
## INFO  [12:39:49.149] [bbotk]      1     8 862.9590     0.7200000  129.1600        32.29000          31.11529
## INFO  [12:39:49.149] [bbotk]      1     3 886.0000     0.7200000  129.1600        32.29000          28.22049
## INFO  [12:39:49.149] [bbotk]      1     8 886.0000     0.7271944  129.1600        22.98344          32.81500
## INFO  [12:39:49.149] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          32.03846
## INFO  [12:39:49.149] [bbotk]      1     8 886.0000     0.7340709  129.1600        32.29000          22.37848
## INFO  [12:39:49.149] [bbotk]      1     8 899.8214     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:49.149] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:49.149] [bbotk]      1     8 886.0000     0.7026543  129.1600        34.10204          32.81500
## INFO  [12:39:49.149] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:49.149] [bbotk]  maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO  [12:39:49.149] [bbotk]          23.27553         30.38975 127  NA 2521        0.25     0.107227281
## INFO  [12:39:49.149] [bbotk]          30.96629         29.78618 127  NA 2522        0.05     0.010314863
## INFO  [12:39:49.149] [bbotk]          33.05000         30.48000 127  NA 2523        0.05     0.077076169
## INFO  [12:39:49.149] [bbotk]          33.05000         29.91799 127  NA 2524        0.10     0.003546196
## INFO  [12:39:49.149] [bbotk]          33.05000         30.48000 127  NA 2525        0.05     0.021856212
## INFO  [12:39:49.149] [bbotk]          33.05000         31.00862 127  NA 2526        0.20     0.003684833
## INFO  [12:39:49.149] [bbotk]          33.05000         29.03133 127  NA 2527        0.05     0.017497420
## INFO  [12:39:49.149] [bbotk]          33.05000         26.21005 127  NA 2528        0.15     0.109825651
## INFO  [12:39:49.149] [bbotk]          29.94598         30.48000 127  NA 2529        0.00     0.114580891
## INFO  [12:39:49.149] [bbotk]          33.05000         30.48000 127  NA 2530        0.05     0.009121442
## INFO  [12:39:49.149] [bbotk]          33.05000         30.48000 127  NA 2531        0.05     0.080009992
## INFO  [12:39:49.149] [bbotk]          32.82553         30.48000 127  NA 2532        0.10     0.015454993
## INFO  [12:39:49.149] [bbotk]          33.05000         27.33755 127  NA 2533        0.10     0.092451986
## INFO  [12:39:49.149] [bbotk]          33.05000         30.48000 127  NA 2534        0.10     0.039311742
## INFO  [12:39:49.149] [bbotk]          33.05000         30.48000 127  NA 2535        0.05     0.003011115
## INFO  [12:39:49.149] [bbotk]          33.05000         28.03044 127  NA 2536        0.15     0.055094114
## INFO  [12:39:49.149] [bbotk]          33.05000         30.48000 127  NA 2537        0.05     0.004897744
## INFO  [12:39:49.149] [bbotk]          33.05000         29.91799 127  NA 2538        0.10     0.002828015
## INFO  [12:39:49.149] [bbotk]          27.83874         30.09748 127  NA 2539        0.25     0.028420877
## INFO  [12:39:49.149] [bbotk]          33.05000         30.48000 127  NA 2540        0.10     0.000000000
## INFO  [12:39:49.149] [bbotk]  no_changed dist_train
## INFO  [12:39:49.149] [bbotk]           6  0.2294514
## INFO  [12:39:49.149] [bbotk]           3  0.1540262
## INFO  [12:39:49.149] [bbotk]           4  0.1666564
## INFO  [12:39:49.149] [bbotk]           2  0.1489373
## INFO  [12:39:49.149] [bbotk]           2  0.1560736
## INFO  [12:39:49.149] [bbotk]           2  0.1537138
## INFO  [12:39:49.149] [bbotk]           2  0.1468436
## INFO  [12:39:49.149] [bbotk]           3  0.1973428
## INFO  [12:39:49.149] [bbotk]           4  0.2223014
## INFO  [12:39:49.149] [bbotk]           2  0.1552196
## INFO  [12:39:49.149] [bbotk]           3  0.1109745
## INFO  [12:39:49.149] [bbotk]           3  0.1652156
## INFO  [12:39:49.149] [bbotk]           3  0.1804370
## INFO  [12:39:49.149] [bbotk]           2  0.1836966
## INFO  [12:39:49.149] [bbotk]           1  0.1530401
## INFO  [12:39:49.149] [bbotk]           3  0.1801761
## INFO  [12:39:49.149] [bbotk]           1  0.1535093
## INFO  [12:39:49.149] [bbotk]           1  0.1496365
## INFO  [12:39:49.149] [bbotk]           4  0.1695349
## INFO  [12:39:49.149] [bbotk]           0  0.1500290
## INFO  [12:39:49.372] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:49.501] [bbotk] Result of batch 128:
## INFO  [12:39:49.506] [bbotk]  heatF laneF    pointP reactiontimeP swimtimeP mediaParcialesP
## INFO  [12:39:49.506] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:49.506] [bbotk]      4     8  923.6276     0.7200000  129.1600        27.40292
## INFO  [12:39:49.506] [bbotk]     10     8  906.9228     0.7200000  224.8968        32.29000
## INFO  [12:39:49.506] [bbotk]      8     4  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:49.506] [bbotk]      1     6  886.0000     0.6764154  129.1600        22.30703
## INFO  [12:39:49.506] [bbotk]      1     9  906.9228     0.7200000  129.1600        32.29000
## INFO  [12:39:49.506] [bbotk]      1     8 1010.6568     0.6942706  129.1600        32.29000
## INFO  [12:39:49.506] [bbotk]      9     8  986.2518     0.7413339  242.0028        32.29000
## INFO  [12:39:49.506] [bbotk]      1     8  890.9836     0.7200000  129.1600        32.29000
## INFO  [12:39:49.506] [bbotk]      4     8  898.6372     0.7200000  129.1600        25.66792
## INFO  [12:39:49.506] [bbotk]      1     1  949.5525     0.7200000  296.8685        32.29000
## INFO  [12:39:49.506] [bbotk]      1     4  886.0000     0.7430017  129.1600        32.29000
## INFO  [12:39:49.506] [bbotk]      1     3  875.1774     0.7200000  129.1600        28.86645
## INFO  [12:39:49.506] [bbotk]      1     8  886.0000     0.7423495  930.2076        32.29000
## INFO  [12:39:49.506] [bbotk]      1     8  886.5925     0.7200000  129.1600        32.29000
## INFO  [12:39:49.506] [bbotk]      1     8  912.8753     0.7200000  129.1600        30.39827
## INFO  [12:39:49.506] [bbotk]      1     8  888.0267     0.7200000  129.1600        32.29000
## INFO  [12:39:49.506] [bbotk]      1     3  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:49.506] [bbotk]      1     8  916.9584     0.7047710  596.6852        32.29000
## INFO  [12:39:49.506] [bbotk]      1     8  904.3641     0.7200000  129.1600        26.70543
## INFO  [12:39:49.506] [bbotk]  medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO  [12:39:49.506] [bbotk]           32.47292         27.22320         30.40515 128  NA 2541        0.25
## INFO  [12:39:49.506] [bbotk]           32.81500         33.36494         29.37905 128  NA 2542        0.00
## INFO  [12:39:49.506] [bbotk]           32.81500         33.05000         21.85512 128  NA 2543        0.05
## INFO  [12:39:49.506] [bbotk]           32.81500         33.05000         30.48000 128  NA 2544        0.05
## INFO  [12:39:49.506] [bbotk]           31.46698         31.04335         29.03133 128  NA 2545        0.00
## INFO  [12:39:49.506] [bbotk]           31.74241         33.05000         30.48000 128  NA 2546        0.00
## INFO  [12:39:49.506] [bbotk]           29.44095         33.05000         30.48000 128  NA 2547        0.05
## INFO  [12:39:49.506] [bbotk]           32.11488         33.05000         30.48000 128  NA 2548        0.05
## INFO  [12:39:49.506] [bbotk]           32.24703         33.05000         29.32427 128  NA 2549        0.05
## INFO  [12:39:49.506] [bbotk]           32.81500         33.05000         29.87718 128  NA 2550        0.00
## INFO  [12:39:49.506] [bbotk]           34.53981         33.05000         25.22846 128  NA 2551        0.05
## INFO  [12:39:49.506] [bbotk]           32.81500         33.05000         29.13438 128  NA 2552        0.10
## INFO  [12:39:49.506] [bbotk]           32.81500         28.14689         28.68301 128  NA 2553        0.15
## INFO  [12:39:49.506] [bbotk]           32.81500         33.05000         28.86834 128  NA 2554        0.20
## INFO  [12:39:49.506] [bbotk]           30.69927         33.27219         30.48000 128  NA 2555        0.10
## INFO  [12:39:49.506] [bbotk]           26.41040         33.05000         29.86176 128  NA 2556        0.00
## INFO  [12:39:49.506] [bbotk]           32.19481         33.05000         29.91799 128  NA 2557        0.00
## INFO  [12:39:49.506] [bbotk]           32.81500         33.05000         30.48000 128  NA 2558        0.00
## INFO  [12:39:49.506] [bbotk]           31.05568         31.20504         30.48000 128  NA 2559        0.05
## INFO  [12:39:49.506] [bbotk]           32.81500         31.30563         26.62455 128  NA 2560        0.05
## INFO  [12:39:49.506] [bbotk]  dist_x_interest no_changed dist_train
## INFO  [12:39:49.506] [bbotk]      0.019857410          3  0.1670833
## INFO  [12:39:49.506] [bbotk]      0.098704532          5  0.2064957
## INFO  [12:39:49.506] [bbotk]      0.115561679          4  0.2487708
## INFO  [12:39:49.506] [bbotk]      0.117647059          2  0.1973154
## INFO  [12:39:49.506] [bbotk]      0.125621897          6  0.1935538
## INFO  [12:39:49.506] [bbotk]      0.070396809          3  0.1601848
## INFO  [12:39:49.506] [bbotk]      0.061460633          3  0.1689240
## INFO  [12:39:49.506] [bbotk]      0.107531816          5  0.2409295
## INFO  [12:39:49.506] [bbotk]      0.009783932          3  0.1545571
## INFO  [12:39:49.506] [bbotk]      0.093470778          4  0.2228327
## INFO  [12:39:49.506] [bbotk]      0.124835015          5  0.1519586
## INFO  [12:39:49.506] [bbotk]      0.069353086          3  0.1431923
## INFO  [12:39:49.506] [bbotk]      0.101006324          5  0.1840651
## INFO  [12:39:49.506] [bbotk]      0.061328746          3  0.2048693
## INFO  [12:39:49.506] [bbotk]      0.009106214          3  0.1566194
## INFO  [12:39:49.506] [bbotk]      0.045220921          4  0.1458338
## INFO  [12:39:49.506] [bbotk]      0.005951077          3  0.1513422
## INFO  [12:39:49.506] [bbotk]      0.058823529          1  0.1500290
## INFO  [12:39:49.506] [bbotk]      0.054958463          5  0.1672415
## INFO  [12:39:49.506] [bbotk]      0.054227091          4  0.1584238
## INFO  [12:39:49.695] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:49.838] [bbotk] Result of batch 129:
## INFO  [12:39:49.843] [bbotk]  heatF laneF   pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO  [12:39:49.843] [bbotk]      3     8 886.0000     0.7261503  129.1600        32.29000          32.22349
## INFO  [12:39:49.843] [bbotk]      1     8 901.5473     0.7086026  672.6283        32.29000          32.81500
## INFO  [12:39:49.843] [bbotk]      1     2 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:49.843] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:49.843] [bbotk]      4     1 886.0000     0.7200000  129.1600        32.29000          35.71628
## INFO  [12:39:49.843] [bbotk]      1     4 886.0000     0.7399269  129.1600        32.29000          32.81500
## INFO  [12:39:49.843] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          31.46698
## INFO  [12:39:49.843] [bbotk]      1     8 896.5197     0.7200000  129.1600        34.77910          32.81500
## INFO  [12:39:49.843] [bbotk]      1     8 894.0762     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:49.843] [bbotk]      1     8 886.0000     0.6761839  514.4233        32.29000          32.99207
## INFO  [12:39:49.843] [bbotk]      1     8 922.9024     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:49.843] [bbotk]      6     6 886.0000     0.7200000  513.8419        32.29000          32.81500
## INFO  [12:39:49.843] [bbotk]      1     8 990.0513     0.7200000  129.1600        31.93467          32.81500
## INFO  [12:39:49.843] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          24.66369
## INFO  [12:39:49.843] [bbotk]      8     8 886.0000     0.7200000  129.1600        23.87503          29.15746
## INFO  [12:39:49.843] [bbotk]      1     3 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:49.843] [bbotk]      1     4 886.0000     0.7200000  610.6733        32.29000          32.81500
## INFO  [12:39:49.843] [bbotk]      1     8 889.7988     0.7200000  129.1600        32.29000          32.54108
## INFO  [12:39:49.843] [bbotk]      1     8 874.4714     0.7200000  129.1600        33.86468          32.81500
## INFO  [12:39:49.843] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:49.843] [bbotk]  maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO  [12:39:49.843] [bbotk]          28.11951         28.77218 129  NA 2561        0.10     0.086077510
## INFO  [12:39:49.843] [bbotk]          33.31007         29.80495 129  NA 2562        0.00     0.045207380
## INFO  [12:39:49.843] [bbotk]          34.16313         28.77264 129  NA 2563        0.25     0.070882988
## INFO  [12:39:49.843] [bbotk]          33.05000         30.48000 129  NA 2564        0.10     0.000000000
## INFO  [12:39:49.843] [bbotk]          33.05000         30.48000 129  NA 2565        0.25     0.128897143
## INFO  [12:39:49.843] [bbotk]          33.05000         28.61082 129  NA 2566        0.10     0.071485154
## INFO  [12:39:49.843] [bbotk]          31.04335         30.48000 129  NA 2567        0.05     0.011479154
## INFO  [12:39:49.843] [bbotk]          29.47894         29.25203 129  NA 2568        0.10     0.031232790
## INFO  [12:39:49.843] [bbotk]          33.05000         29.04337 129  NA 2569        0.20     0.010090928
## INFO  [12:39:49.843] [bbotk]          24.70592         30.78752 129  NA 2570        0.30     0.059230035
## INFO  [12:39:49.843] [bbotk]          33.05000         28.07959 129  NA 2571        0.05     0.025155463
## INFO  [12:39:49.843] [bbotk]          26.49355         30.48000 129  NA 2572        0.20     0.161877968
## INFO  [12:39:49.843] [bbotk]          33.05000         30.48000 129  NA 2573        0.10     0.038327508
## INFO  [12:39:49.843] [bbotk]          33.05000         29.91799 129  NA 2574        0.05     0.034435731
## INFO  [12:39:49.843] [bbotk]          33.05000         30.48000 129  NA 2575        0.10     0.107488700
## INFO  [12:39:49.843] [bbotk]          33.05000         30.48000 129  NA 2576        0.00     0.058823529
## INFO  [12:39:49.843] [bbotk]          23.31074         29.11753 129  NA 2577        0.10     0.125818549
## INFO  [12:39:49.843] [bbotk]          30.66727         28.90308 129  NA 2578        0.00     0.017767042
## INFO  [12:39:49.843] [bbotk]          37.48967         30.48000 129  NA 2579        0.15     0.024370407
## INFO  [12:39:49.843] [bbotk]          33.05000         30.68819 129  NA 2580        0.15     0.001047582
## INFO  [12:39:49.843] [bbotk]  no_changed dist_train
## INFO  [12:39:49.843] [bbotk]           5  0.2158188
## INFO  [12:39:49.843] [bbotk]           5  0.1880115
## INFO  [12:39:49.843] [bbotk]           3  0.1586187
## INFO  [12:39:49.843] [bbotk]           0  0.1500290
## INFO  [12:39:49.843] [bbotk]           3  0.1606586
## INFO  [12:39:49.843] [bbotk]           3  0.1400554
## INFO  [12:39:49.843] [bbotk]           2  0.1528619
## INFO  [12:39:49.843] [bbotk]           4  0.1620513
## INFO  [12:39:49.843] [bbotk]           2  0.1542501
## INFO  [12:39:49.843] [bbotk]           5  0.1955432
## INFO  [12:39:49.843] [bbotk]           2  0.1476792
## INFO  [12:39:49.843] [bbotk]           4  0.2530834
## INFO  [12:39:49.843] [bbotk]           2  0.1742426
## INFO  [12:39:49.843] [bbotk]           2  0.1701652
## INFO  [12:39:49.843] [bbotk]           3  0.2289181
## INFO  [12:39:49.843] [bbotk]           1  0.1500290
## INFO  [12:39:49.843] [bbotk]           4  0.1809189
## INFO  [12:39:49.843] [bbotk]           4  0.1477127
## INFO  [12:39:49.843] [bbotk]           3  0.1569152
## INFO  [12:39:49.843] [bbotk]           1  0.1510765
## INFO  [12:39:50.035] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:50.173] [bbotk] Result of batch 130:
## INFO  [12:39:50.180] [bbotk]  heatF laneF    pointP reactiontimeP swimtimeP mediaParcialesP
## INFO  [12:39:50.180] [bbotk]      1     8  886.0000     0.7200000 129.16000        32.29000
## INFO  [12:39:50.180] [bbotk]      1     8  886.0000     0.7200000 507.05650        32.29000
## INFO  [12:39:50.180] [bbotk]      1     8  882.7528     0.7200000 129.16000        29.42649
## INFO  [12:39:50.180] [bbotk]      1     3  886.0000     0.7200000 129.16000        32.29000
## INFO  [12:39:50.180] [bbotk]      1     8 1012.1830     0.7238366 129.16000        32.29000
## INFO  [12:39:50.180] [bbotk]      1     8  899.8214     0.7233615 403.86359        32.29000
## INFO  [12:39:50.180] [bbotk]      6     8  866.0965     0.7200000 129.16000        32.29000
## INFO  [12:39:50.180] [bbotk]      1     8  885.7071     0.7200000 129.16000        32.29000
## INFO  [12:39:50.180] [bbotk]      4     8  886.0000     0.7200000 129.16000        32.08656
## INFO  [12:39:50.180] [bbotk]      5     3  860.5103     0.7234842  54.80581        30.00864
## INFO  [12:39:50.180] [bbotk]      6     2  886.0000     0.7200000 129.16000        32.29000
## INFO  [12:39:50.180] [bbotk]      1     8  886.0000     0.7200000 129.16000        32.29000
## INFO  [12:39:50.180] [bbotk]      1     8  982.8235     0.7200000 286.87529        32.29000
## INFO  [12:39:50.180] [bbotk]      1     1  886.0000     0.7200000 129.16000        32.29000
## INFO  [12:39:50.180] [bbotk]      9     8  886.0000     0.7364522 247.70929        32.29000
## INFO  [12:39:50.180] [bbotk]      1     8  904.3479     0.7200000 129.16000        32.29000
## INFO  [12:39:50.180] [bbotk]      1     1  955.0158     0.7161837 805.25573        21.87452
## INFO  [12:39:50.180] [bbotk]      1     8  886.0000     0.7200000 129.16000        32.29000
## INFO  [12:39:50.180] [bbotk]      1     4  921.4238     0.7077728 129.16000        31.19107
## INFO  [12:39:50.180] [bbotk]      1     8  902.5487     0.7200000 129.16000        32.29000
## INFO  [12:39:50.180] [bbotk]  medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO  [12:39:50.180] [bbotk]           32.81500         33.40992         28.69460 130  NA 2581        0.25
## INFO  [12:39:50.180] [bbotk]           31.09326         33.05000         30.48000 130  NA 2582        0.00
## INFO  [12:39:50.180] [bbotk]           32.81500         33.05000         21.46318 130  NA 2583        0.25
## INFO  [12:39:50.180] [bbotk]           32.81500         39.88125         27.68836 130  NA 2584        0.10
## INFO  [12:39:50.180] [bbotk]           32.81500         31.04335         29.03133 130  NA 2585        0.00
## INFO  [12:39:50.180] [bbotk]           32.81500         33.05000         30.48000 130  NA 2586        0.05
## INFO  [12:39:50.180] [bbotk]           35.55572         30.68540         30.48000 130  NA 2587        0.20
## INFO  [12:39:50.180] [bbotk]           31.23984         23.35020         30.48000 130  NA 2588        0.25
## INFO  [12:39:50.180] [bbotk]           28.16984         33.05000         30.48000 130  NA 2589        0.10
## INFO  [12:39:50.180] [bbotk]           32.01938         33.05000         30.48000 130  NA 2590        0.10
## INFO  [12:39:50.180] [bbotk]           24.79328         33.05000         30.48000 130  NA 2591        0.15
## INFO  [12:39:50.180] [bbotk]           32.81500         33.05000         30.48000 130  NA 2592        0.10
## INFO  [12:39:50.180] [bbotk]           32.81500         33.05000         30.48000 130  NA 2593        0.10
## INFO  [12:39:50.180] [bbotk]           32.81500         33.05000         24.34600 130  NA 2594        0.20
## INFO  [12:39:50.180] [bbotk]           32.81500         33.05000         28.65963 130  NA 2595        0.25
## INFO  [12:39:50.180] [bbotk]           32.81500         32.70077         30.48000 130  NA 2596        0.05
## INFO  [12:39:50.180] [bbotk]           32.81500         37.71800         30.48000 130  NA 2597        0.05
## INFO  [12:39:50.180] [bbotk]           24.08920         33.05000         30.48000 130  NA 2598        0.10
## INFO  [12:39:50.180] [bbotk]           32.81500         33.05000         24.67598 130  NA 2599        0.05
## INFO  [12:39:50.180] [bbotk]           32.81500         21.83043         28.67607 130  NA 2600        0.15
## INFO  [12:39:50.180] [bbotk]  dist_x_interest no_changed dist_train
## INFO  [12:39:50.180] [bbotk]      0.010105436          2  0.1566647
## INFO  [12:39:50.180] [bbotk]      0.030059678          2  0.1800886
## INFO  [12:39:50.180] [bbotk]      0.058256939          3  0.1863383
## INFO  [12:39:50.180] [bbotk]      0.094154729          3  0.1818905
## INFO  [12:39:50.180] [bbotk]      0.058882567          4  0.1706265
## INFO  [12:39:50.180] [bbotk]      0.022445071          3  0.1699581
## INFO  [12:39:50.180] [bbotk]      0.083871287          4  0.2332798
## INFO  [12:39:50.180] [bbotk]      0.036432871          3  0.1748493
## INFO  [12:39:50.180] [bbotk]      0.077669386          3  0.2173876
## INFO  [12:39:50.180] [bbotk]      0.144283382          7  0.2340895
## INFO  [12:39:50.180] [bbotk]      0.148752262          3  0.2399577
## INFO  [12:39:50.180] [bbotk]      0.000000000          0  0.1500290
## INFO  [12:39:50.180] [bbotk]      0.044069336          2  0.1828966
## INFO  [12:39:50.180] [bbotk]      0.089689518          2  0.1188510
## INFO  [12:39:50.180] [bbotk]      0.078007381          4  0.2215479
## INFO  [12:39:50.180] [bbotk]      0.007589811          2  0.1562013
## INFO  [12:39:50.180] [bbotk]      0.182962938          6  0.2134323
## INFO  [12:39:50.180] [bbotk]      0.033835347          1  0.1752209
## INFO  [12:39:50.180] [bbotk]      0.107082881          5  0.1260755
## INFO  [12:39:50.180] [bbotk]      0.049897736          3  0.1724980
## INFO  [12:39:50.394] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:50.521] [bbotk] Result of batch 131:
## INFO  [12:39:50.527] [bbotk]  heatF laneF   pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO  [12:39:50.527] [bbotk]      1     0 906.9228     0.7613649 614.37060        32.29000          32.81500
## INFO  [12:39:50.527] [bbotk]      1     8 916.9584     0.7602374 129.16000        32.29000          32.81500
## INFO  [12:39:50.527] [bbotk]      1     8 950.4931     0.7200000 129.16000        32.29000          32.81500
## INFO  [12:39:50.527] [bbotk]      1     8 902.5487     0.7200000 129.16000        32.29000          32.81500
## INFO  [12:39:50.527] [bbotk]      1     3 892.2353     0.7200000  60.56094        30.11323          32.81500
## INFO  [12:39:50.527] [bbotk]      1     4 886.0000     0.7200000 129.16000        32.29000          32.81500
## INFO  [12:39:50.527] [bbotk]      1     8 886.0000     0.7200000 297.04655        30.35185          32.81500
## INFO  [12:39:50.527] [bbotk]      1     8 886.0000     0.7200000 245.95649        32.29000          32.81500
## INFO  [12:39:50.527] [bbotk]      8     8 894.0252     0.7200000 129.16000        32.29000          31.98227
## INFO  [12:39:50.527] [bbotk]      1     2 914.8064     0.7200000 392.30388        32.29000          32.81500
## INFO  [12:39:50.527] [bbotk]      1     6 886.0000     0.7200000 129.16000        23.31942          24.95535
## INFO  [12:39:50.527] [bbotk]      1     3 886.0000     0.6942435 129.16000        34.59449          32.81500
## INFO  [12:39:50.527] [bbotk]      1     8 886.0000     0.7139504 129.16000        31.65183          36.13265
## INFO  [12:39:50.527] [bbotk]      1     8 886.0000     0.7200000 129.16000        32.29000          32.81500
## INFO  [12:39:50.527] [bbotk]      1     8 886.0000     0.7200000 129.16000        32.29000          32.81500
## INFO  [12:39:50.527] [bbotk]      1     8 886.0000     0.7200000 129.16000        32.29000          32.81500
## INFO  [12:39:50.527] [bbotk]      1     3 886.0000     0.7502880 129.16000        32.29000          32.81500
## INFO  [12:39:50.527] [bbotk]      1     8 886.0000     0.7200000 129.16000        32.29000          31.79313
## INFO  [12:39:50.527] [bbotk]      1     8 899.8214     0.7200000 129.16000        32.29000          28.62564
## INFO  [12:39:50.527] [bbotk]      7     8 994.0435     0.7200000 129.16000        31.10582          34.11455
## INFO  [12:39:50.527] [bbotk]  maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO  [12:39:50.527] [bbotk]          33.05000         30.48000 131  NA 2601        0.05     0.103020440
## INFO  [12:39:50.527] [bbotk]          21.80858         22.86030 131  NA 2602        0.25     0.090911474
## INFO  [12:39:50.527] [bbotk]          33.05000         24.09640 131  NA 2603        0.15     0.054975669
## INFO  [12:39:50.527] [bbotk]          33.05000         28.67607 131  NA 2604        0.00     0.014941448
## INFO  [12:39:50.527] [bbotk]          22.87691         30.48000 131  NA 2605        0.30     0.105893521
## INFO  [12:39:50.527] [bbotk]          33.05000         30.48000 131  NA 2606        0.05     0.058823529
## INFO  [12:39:50.527] [bbotk]          21.56192         30.48000 131  NA 2607        0.25     0.054123436
## INFO  [12:39:50.527] [bbotk]          36.46179         26.81062 131  NA 2608        0.20     0.036321191
## INFO  [12:39:50.527] [bbotk]          25.26715         30.48000 131  NA 2609        0.25     0.089144994
## INFO  [12:39:50.527] [bbotk]          33.05000         23.19960 131  NA 2610        0.15     0.121948726
## INFO  [12:39:50.527] [bbotk]          31.04335         30.48000 131  NA 2611        0.00     0.132311689
## INFO  [12:39:50.527] [bbotk]          33.05000         24.41471 131  NA 2612        0.20     0.102995635
## INFO  [12:39:50.527] [bbotk]          33.05000         26.42549 131  NA 2613        0.30     0.036870261
## INFO  [12:39:50.527] [bbotk]          30.84038         30.48000 131  NA 2614        0.10     0.006884409
## INFO  [12:39:50.527] [bbotk]          33.05000         28.90058 131  NA 2615        0.20     0.007947548
## INFO  [12:39:50.527] [bbotk]          29.48550         30.48000 131  NA 2616        0.20     0.011105749
## INFO  [12:39:50.527] [bbotk]          33.05000         30.16788 131  NA 2617        0.05     0.065343113
## INFO  [12:39:50.527] [bbotk]          33.05000         30.48000 131  NA 2618        0.05     0.003962424
## INFO  [12:39:50.527] [bbotk]          33.05000         28.87404 131  NA 2619        0.00     0.029223617
## INFO  [12:39:50.527] [bbotk]          33.06020         27.10860 131  NA 2620        0.15     0.123997832
## INFO  [12:39:50.527] [bbotk]  no_changed dist_train
## INFO  [12:39:50.527] [bbotk]           4  0.1895405
## INFO  [12:39:50.527] [bbotk]           4  0.2032993
## INFO  [12:39:50.527] [bbotk]           2  0.1774994
## INFO  [12:39:50.527] [bbotk]           2  0.1512506
## INFO  [12:39:50.527] [bbotk]           5  0.1954208
## INFO  [12:39:50.527] [bbotk]           1  0.1384919
## INFO  [12:39:50.527] [bbotk]           3  0.1888714
## INFO  [12:39:50.527] [bbotk]           3  0.1827770
## INFO  [12:39:50.527] [bbotk]           4  0.2276315
## INFO  [12:39:50.527] [bbotk]           4  0.2085163
## INFO  [12:39:50.527] [bbotk]           4  0.2042423
## INFO  [12:39:50.527] [bbotk]           4  0.1909806
## INFO  [12:39:50.527] [bbotk]           4  0.1777006
## INFO  [12:39:50.527] [bbotk]           1  0.1569134
## INFO  [12:39:50.527] [bbotk]           1  0.1547561
## INFO  [12:39:50.527] [bbotk]           1  0.1611347
## INFO  [12:39:50.527] [bbotk]           3  0.1501395
## INFO  [12:39:50.527] [bbotk]           1  0.1539914
## INFO  [12:39:50.527] [bbotk]           3  0.1446514
## INFO  [12:39:50.527] [bbotk]           6  0.2368165
## INFO  [12:39:50.726] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:50.853] [bbotk] Result of batch 132:
## INFO  [12:39:50.858] [bbotk]  heatF laneF    pointP reactiontimeP swimtimeP mediaParcialesP
## INFO  [12:39:50.858] [bbotk]      2     5  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:50.858] [bbotk]      1     8  886.0000     0.7200000  129.1600        22.27172
## INFO  [12:39:50.858] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:50.858] [bbotk]      1     5  886.0000     0.6951205  129.1600        32.29000
## INFO  [12:39:50.858] [bbotk]      6     8 1004.4309     0.7200000  129.1600        21.93592
## INFO  [12:39:50.858] [bbotk]      1     8  958.6588     0.7200000  129.1600        32.29000
## INFO  [12:39:50.858] [bbotk]     12     8  886.0000     0.6817345  129.1600        24.28439
## INFO  [12:39:50.858] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:50.858] [bbotk]      4     9  886.0000     0.7120352  240.1693        30.32940
## INFO  [12:39:50.858] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:50.858] [bbotk]      1     4  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:50.858] [bbotk]      1     8  889.5341     0.7200000  901.4879        32.29000
## INFO  [12:39:50.858] [bbotk]      8     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:50.858] [bbotk]      1     8  919.2894     0.7200000  129.1600        32.29000
## INFO  [12:39:50.858] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:50.858] [bbotk]      1     8  906.9228     0.7200000  129.1600        32.29000
## INFO  [12:39:50.858] [bbotk]      1     8  975.7547     0.7019430  284.9931        32.29000
## INFO  [12:39:50.858] [bbotk]      1     8  926.5095     0.7200000  129.1600        32.94361
## INFO  [12:39:50.858] [bbotk]      4     8  898.2673     0.7200000  129.1600        32.29000
## INFO  [12:39:50.858] [bbotk]      1     8  890.7137     0.7200000  129.1600        32.29000
## INFO  [12:39:50.858] [bbotk]  medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO  [12:39:50.858] [bbotk]           32.81500         33.05000         30.48000 132  NA 2621        0.10
## INFO  [12:39:50.858] [bbotk]           32.81500         36.35954         24.72265 132  NA 2622        0.30
## INFO  [12:39:50.858] [bbotk]           31.46698         34.88797         30.48000 132  NA 2623        0.10
## INFO  [12:39:50.858] [bbotk]           32.80163         27.25177         30.48000 132  NA 2624        0.25
## INFO  [12:39:50.858] [bbotk]           31.95041         33.05000         28.87404 132  NA 2625        0.00
## INFO  [12:39:50.858] [bbotk]           32.81500         33.05000         30.48000 132  NA 2626        0.10
## INFO  [12:39:50.858] [bbotk]           32.81500         28.73125         29.00967 132  NA 2627        0.20
## INFO  [12:39:50.858] [bbotk]           32.51924         30.98173         30.48000 132  NA 2628        0.05
## INFO  [12:39:50.858] [bbotk]           32.81500         33.05000         31.85641 132  NA 2629        0.15
## INFO  [12:39:50.858] [bbotk]           32.81500         33.05000         30.48000 132  NA 2630        0.10
## INFO  [12:39:50.858] [bbotk]           32.81500         33.05000         29.72267 132  NA 2631        0.05
## INFO  [12:39:50.858] [bbotk]           32.81500         38.78728         23.62712 132  NA 2632        0.20
## INFO  [12:39:50.858] [bbotk]           32.81500         31.71745         29.62509 132  NA 2633        0.15
## INFO  [12:39:50.858] [bbotk]           32.81500         33.05000         30.48000 132  NA 2634        0.10
## INFO  [12:39:50.858] [bbotk]           32.81500         33.05000         29.03133 132  NA 2635        0.20
## INFO  [12:39:50.858] [bbotk]           32.81500         33.05000         30.48000 132  NA 2636        0.05
## INFO  [12:39:50.858] [bbotk]           25.84888         33.05000         30.48000 132  NA 2637        0.10
## INFO  [12:39:50.858] [bbotk]           32.00985         26.01609         30.48000 132  NA 2638        0.30
## INFO  [12:39:50.858] [bbotk]           22.36330         25.73090         29.07027 132  NA 2639        0.10
## INFO  [12:39:50.858] [bbotk]           32.81500         33.05000         30.08970 132  NA 2640        0.10
## INFO  [12:39:50.858] [bbotk]  dist_x_interest no_changed dist_train
## INFO  [12:39:50.858] [bbotk]      0.117647059          2  0.2088525
## INFO  [12:39:50.858] [bbotk]      0.080334757          3  0.2084161
## INFO  [12:39:50.858] [bbotk]      0.010953600          2  0.1607333
## INFO  [12:39:50.858] [bbotk]      0.081005932          4  0.1722114
## INFO  [12:39:50.858] [bbotk]      0.154652838          5  0.2506566
## INFO  [12:39:50.858] [bbotk]      0.025747274          1  0.1645745
## INFO  [12:39:50.858] [bbotk]      0.118735583          5  0.2221093
## INFO  [12:39:50.858] [bbotk]      0.007590861          2  0.1567502
## INFO  [12:39:50.858] [bbotk]      0.140777615          6  0.2317372
## INFO  [12:39:50.858] [bbotk]      0.000000000          0  0.1500290
## INFO  [12:39:50.858] [bbotk]      0.062634365          2  0.1423027
## INFO  [12:39:50.858] [bbotk]      0.101401009          4  0.2465428
## INFO  [12:39:50.858] [bbotk]      0.067277175          3  0.2140857
## INFO  [12:39:50.858] [bbotk]      0.011796375          1  0.1525447
## INFO  [12:39:50.858] [bbotk]      0.007289622          1  0.1540981
## INFO  [12:39:50.858] [bbotk]      0.007414174          1  0.1560257
## INFO  [12:39:50.858] [bbotk]      0.071410427          4  0.1813812
## INFO  [12:39:50.858] [bbotk]      0.042070524          4  0.1609447
## INFO  [12:39:50.858] [bbotk]      0.133595738          5  0.2383910
## INFO  [12:39:50.858] [bbotk]      0.003634314          2  0.1490254
## INFO  [12:39:51.046] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:51.185] [bbotk] Result of batch 133:
## INFO  [12:39:51.190] [bbotk]  heatF laneF    pointP reactiontimeP swimtimeP mediaParcialesP
## INFO  [12:39:51.190] [bbotk]      6     4  886.0000     0.7200000  129.1600        35.52939
## INFO  [12:39:51.190] [bbotk]      1     8  889.7988     0.7200000  129.1600        32.29000
## INFO  [12:39:51.190] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:51.190] [bbotk]      1     3  886.0000     0.7200000  129.1600        28.94624
## INFO  [12:39:51.190] [bbotk]      1     8  939.6248     0.7200000  129.1600        32.29000
## INFO  [12:39:51.190] [bbotk]      1     8  914.8064     0.7200000  129.1600        32.29000
## INFO  [12:39:51.190] [bbotk]      1     8  862.7179     0.7200000  129.1600        27.84972
## INFO  [12:39:51.190] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:51.190] [bbotk]      1     8 1011.2787     0.7314633  129.1600        32.29000
## INFO  [12:39:51.190] [bbotk]      1     8  886.0000     0.7200000  118.6400        32.29000
## INFO  [12:39:51.190] [bbotk]      1     8  886.0000     0.6855123  129.1600        32.29000
## INFO  [12:39:51.190] [bbotk]      1     8  907.3572     0.7200000  129.1600        32.29000
## INFO  [12:39:51.190] [bbotk]      1     6  959.8188     0.7200000  129.1600        32.29000
## INFO  [12:39:51.190] [bbotk]      1     8  899.8214     0.7200000  129.1600        32.29000
## INFO  [12:39:51.190] [bbotk]     11     9  879.6754     0.7200000  652.0684        32.29000
## INFO  [12:39:51.190] [bbotk]      1     8  914.7636     0.7200000  129.1600        32.29000
## INFO  [12:39:51.190] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:51.190] [bbotk]      1     1  885.6383     0.7430963  129.1600        32.29000
## INFO  [12:39:51.190] [bbotk]     12     8  904.3641     0.7494107  457.6917        32.29000
## INFO  [12:39:51.190] [bbotk]      1     1  906.0255     0.7200000  856.2391        32.29000
## INFO  [12:39:51.190] [bbotk]  medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO  [12:39:51.190] [bbotk]           32.81500         33.05000         28.61082 133  NA 2641        0.05
## INFO  [12:39:51.190] [bbotk]           32.54108         33.05000         30.48000 133  NA 2642        0.05
## INFO  [12:39:51.190] [bbotk]           32.19481         33.05000         30.48000 133  NA 2643        0.05
## INFO  [12:39:51.190] [bbotk]           32.81500         33.05000         30.48000 133  NA 2644        0.00
## INFO  [12:39:51.190] [bbotk]           35.55391         31.04335         30.48000 133  NA 2645        0.25
## INFO  [12:39:51.190] [bbotk]           31.46698         33.05000         29.03133 133  NA 2646        0.00
## INFO  [12:39:51.190] [bbotk]           32.81500         33.05000         31.78197 133  NA 2647        0.20
## INFO  [12:39:51.190] [bbotk]           32.81500         33.05000         30.48000 133  NA 2648        0.10
## INFO  [12:39:51.190] [bbotk]           32.81500         33.05000         30.48000 133  NA 2649        0.10
## INFO  [12:39:51.190] [bbotk]           34.51768         32.46664         33.00367 133  NA 2650        0.25
## INFO  [12:39:51.190] [bbotk]           30.00081         29.40452         29.03133 133  NA 2651        0.10
## INFO  [12:39:51.190] [bbotk]           32.81500         33.05000         28.77264 133  NA 2652        0.00
## INFO  [12:39:51.190] [bbotk]           32.81500         33.05000         30.48000 133  NA 2653        0.10
## INFO  [12:39:51.190] [bbotk]           32.81500         33.05000         30.48000 133  NA 2654        0.05
## INFO  [12:39:51.190] [bbotk]           32.81500         33.05000         30.30896 133  NA 2655        0.05
## INFO  [12:39:51.190] [bbotk]           31.95041         33.05000         30.48000 133  NA 2656        0.05
## INFO  [12:39:51.190] [bbotk]           32.81500         33.05000         25.84424 133  NA 2657        0.15
## INFO  [12:39:51.190] [bbotk]           32.81500         33.05000         30.48000 133  NA 2658        0.20
## INFO  [12:39:51.190] [bbotk]           32.81500         33.05000         26.48928 133  NA 2659        0.05
## INFO  [12:39:51.190] [bbotk]           32.02033         39.87675         30.48000 133  NA 2660        0.00
## INFO  [12:39:51.190] [bbotk]  dist_x_interest no_changed dist_train
## INFO  [12:39:51.190] [bbotk]      0.140326952          4 0.19370810
## INFO  [12:39:51.190] [bbotk]      0.002408300          2 0.15101983
## INFO  [12:39:51.190] [bbotk]      0.002404880          1 0.15243384
## INFO  [12:39:51.190] [bbotk]      0.072525519          2 0.16348508
## INFO  [12:39:51.190] [bbotk]      0.035874868          3 0.16219803
## INFO  [12:39:51.190] [bbotk]      0.022724543          3 0.14161650
## INFO  [12:39:51.190] [bbotk]      0.032996916          3 0.17738181
## INFO  [12:39:51.190] [bbotk]      0.000000000          0 0.15002896
## INFO  [12:39:51.190] [bbotk]      0.046266678          2 0.18509390
## INFO  [12:39:51.190] [bbotk]      0.021769834          4 0.16947903
## INFO  [12:39:51.190] [bbotk]      0.035195281          4 0.13815298
## INFO  [12:39:51.190] [bbotk]      0.016159456          2 0.14906072
## INFO  [12:39:51.190] [bbotk]      0.084981856          2 0.17476985
## INFO  [12:39:51.190] [bbotk]      0.004897744          1 0.15350927
## INFO  [12:39:51.190] [bbotk]      0.153105325          5 0.24258946
## INFO  [12:39:51.190] [bbotk]      0.013545180          2 0.15079587
## INFO  [12:39:51.190] [bbotk]      0.023326946          1 0.17013546
## INFO  [12:39:51.190] [bbotk]      0.062725614          3 0.09183954
## INFO  [12:39:51.190] [bbotk]      0.110546601          5 0.24556919
## INFO  [12:39:51.190] [bbotk]      0.135261054          5 0.16597627
## INFO  [12:39:51.400] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:51.566] [bbotk] Result of batch 134:
## INFO  [12:39:51.571] [bbotk]  heatF laneF   pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO  [12:39:51.571] [bbotk]      1     4 907.1909     0.7007482  579.6688        32.29000          31.72867
## INFO  [12:39:51.571] [bbotk]      1     1 988.2889     0.7200000  129.1600        32.29000          32.05341
## INFO  [12:39:51.571] [bbotk]      1     8 886.0000     0.7092046  378.9035        32.29000          35.76621
## INFO  [12:39:51.571] [bbotk]      1     6 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:51.571] [bbotk]      1     8 886.0000     0.7200000  264.4887        23.54952          35.58950
## INFO  [12:39:51.571] [bbotk]      1     8 886.0000     0.7200000  129.1600        29.79605          34.04212
## INFO  [12:39:51.571] [bbotk]      1     4 886.0000     0.7522182  129.1600        32.29000          32.81500
## INFO  [12:39:51.571] [bbotk]      5     8 881.3316     0.7738282  129.1600        32.29000          32.81500
## INFO  [12:39:51.571] [bbotk]      1     8 953.0180     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:51.571] [bbotk]      1     8 886.0000     0.7087975  129.1600        24.57328          21.77027
## INFO  [12:39:51.571] [bbotk]      5     3 886.0000     0.7200000  129.1600        32.29000          29.48006
## INFO  [12:39:51.571] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:51.571] [bbotk]      4     9 893.1112     0.7200000  129.1600        32.29000          31.53990
## INFO  [12:39:51.571] [bbotk]      1     8 899.8214     0.7200000  489.6221        32.29000          35.70934
## INFO  [12:39:51.571] [bbotk]      6     8 888.9989     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:51.571] [bbotk]     11     8 998.3642     0.7269292  129.1600        31.84950          32.81500
## INFO  [12:39:51.571] [bbotk]      1     8 918.0871     0.7200000  129.1600        32.29000          34.57284
## INFO  [12:39:51.571] [bbotk]      1     0 886.0000     0.7200000  824.1319        32.29000          31.34147
## INFO  [12:39:51.571] [bbotk]      1     6 886.0000     0.7200000  129.1600        32.29000          32.79310
## INFO  [12:39:51.571] [bbotk]      1     8 905.2414     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:51.571] [bbotk]  maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO  [12:39:51.571] [bbotk]          39.57682         30.48000 134  NA 2661        0.00     0.121902621
## INFO  [12:39:51.571] [bbotk]          33.05000         28.48602 134  NA 2662        0.00     0.108057237
## INFO  [12:39:51.571] [bbotk]          38.24509         30.48000 134  NA 2663        0.20     0.044847346
## INFO  [12:39:51.571] [bbotk]          27.25239         30.48000 134  NA 2664        0.25     0.076886873
## INFO  [12:39:51.571] [bbotk]          34.88233         28.67607 134  NA 2665        0.35     0.069734967
## INFO  [12:39:51.571] [bbotk]          24.47092         30.48000 134  NA 2666        0.30     0.041707398
## INFO  [12:39:51.571] [bbotk]          32.82765         30.20179 134  NA 2667        0.10     0.066180655
## INFO  [12:39:51.571] [bbotk]          21.39296         27.93926 134  NA 2668        0.20     0.118377437
## INFO  [12:39:51.571] [bbotk]          30.66727         31.73360 134  NA 2669        0.15     0.037480243
## INFO  [12:39:51.571] [bbotk]          33.05000         31.50448 134  NA 2670        0.10     0.081434259
## INFO  [12:39:51.571] [bbotk]          31.32835         30.48000 134  NA 2671        0.05     0.135942742
## INFO  [12:39:51.571] [bbotk]          33.05000         29.03133 134  NA 2672        0.20     0.007289622
## INFO  [12:39:51.571] [bbotk]          35.23980         29.25203 134  NA 2673        0.05     0.138113114
## INFO  [12:39:51.571] [bbotk]          30.88911         28.87404 134  NA 2674        0.05     0.053239207
## INFO  [12:39:51.571] [bbotk]          33.05000         32.29042 134  NA 2675        0.15     0.068996167
## INFO  [12:39:51.571] [bbotk]          33.00617         30.48000 134  NA 2676        0.10     0.101714608
## INFO  [12:39:51.571] [bbotk]          27.52833         28.79295 134  NA 2677        0.30     0.043879335
## INFO  [12:39:51.571] [bbotk]          33.05000         30.48000 134  NA 2678        0.00     0.107540664
## INFO  [12:39:51.571] [bbotk]          33.05000         28.78010 134  NA 2679        0.10     0.067462261
## INFO  [12:39:51.571] [bbotk]          33.05000         30.49757 134  NA 2680        0.05     0.006906756
## INFO  [12:39:51.571] [bbotk]  no_changed dist_train
## INFO  [12:39:51.571] [bbotk]           6  0.1536560
## INFO  [12:39:51.571] [bbotk]           4  0.1358013
## INFO  [12:39:51.571] [bbotk]           4  0.1820363
## INFO  [12:39:51.571] [bbotk]           2  0.1680923
## INFO  [12:39:51.571] [bbotk]           5  0.1978163
## INFO  [12:39:51.571] [bbotk]           3  0.1723834
## INFO  [12:39:51.571] [bbotk]           4  0.1458490
## INFO  [12:39:51.571] [bbotk]           5  0.2527061
## INFO  [12:39:51.571] [bbotk]           3  0.1625986
## INFO  [12:39:51.571] [bbotk]           4  0.1992027
## INFO  [12:39:51.571] [bbotk]           4  0.2271482
## INFO  [12:39:51.571] [bbotk]           1  0.1540981
## INFO  [12:39:51.571] [bbotk]           6  0.2244314
## INFO  [12:39:51.571] [bbotk]           5  0.1781574
## INFO  [12:39:51.571] [bbotk]           3  0.2176077
## INFO  [12:39:51.571] [bbotk]           5  0.2366586
## INFO  [12:39:51.571] [bbotk]           4  0.1554673
## INFO  [12:39:51.571] [bbotk]           3  0.1987461
## INFO  [12:39:51.571] [bbotk]           3  0.1554472
## INFO  [12:39:51.571] [bbotk]           2  0.1555183
## INFO  [12:39:51.757] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:51.885] [bbotk] Result of batch 135:
## INFO  [12:39:51.890] [bbotk]  heatF laneF   pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO  [12:39:51.890] [bbotk]      1     8 989.5522     0.7200000  265.4931        32.29000          32.81500
## INFO  [12:39:51.890] [bbotk]      1     8 889.7988     0.6956622  129.1600        32.29000          27.19662
## INFO  [12:39:51.890] [bbotk]      1     8 886.0000     0.7200000  456.0886        32.29000          32.81500
## INFO  [12:39:51.890] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          31.46698
## INFO  [12:39:51.890] [bbotk]      1     8 902.3840     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:51.890] [bbotk]      1     8 907.5086     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:51.890] [bbotk]      1     9 860.7327     0.7200000  448.3420        32.78954          32.81500
## INFO  [12:39:51.890] [bbotk]      1     8 906.8737     0.7367540  129.1600        32.29000          32.81500
## INFO  [12:39:51.890] [bbotk]      2     8 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:51.890] [bbotk]      1     8 922.9478     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:51.890] [bbotk]      1     8 895.1048     0.7200000  129.1600        32.29000          32.73817
## INFO  [12:39:51.890] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:51.890] [bbotk]      1     2 899.5604     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:51.890] [bbotk]      1     8 888.0267     0.7200000  129.1600        32.29000          36.07805
## INFO  [12:39:51.890] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:51.890] [bbotk]      1     8 886.0000     0.7200000  606.4656        32.29000          32.81500
## INFO  [12:39:51.890] [bbotk]      1     8 907.3572     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:51.890] [bbotk]      1     8 907.1585     0.7200000  845.7142        32.29000          32.81500
## INFO  [12:39:51.890] [bbotk]      1     8 890.2070     0.7200000  129.1600        32.29000          32.53148
## INFO  [12:39:51.890] [bbotk]      5     8 886.0000     0.7541178  113.3533        32.29000          31.86228
## INFO  [12:39:51.890] [bbotk]  maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO  [12:39:51.890] [bbotk]          29.27647         27.24405 135  NA 2681        0.15     0.073170763
## INFO  [12:39:51.890] [bbotk]          31.11401         28.96861 135  NA 2682        0.15     0.040746028
## INFO  [12:39:51.890] [bbotk]          31.20504         27.48479 135  NA 2683        0.20     0.041049620
## INFO  [12:39:51.890] [bbotk]          31.04335         29.03133 135  NA 2684        0.00     0.018768776
## INFO  [12:39:51.890] [bbotk]          33.05000         28.76763 135  NA 2685        0.00     0.014422398
## INFO  [12:39:51.890] [bbotk]          33.05000         30.48000 135  NA 2686        0.10     0.007621753
## INFO  [12:39:51.890] [bbotk]          31.44247         23.14332 135  NA 2687        0.25     0.131500821
## INFO  [12:39:51.890] [bbotk]          33.05000         30.48000 135  NA 2688        0.10     0.010134354
## INFO  [12:39:51.890] [bbotk]          39.68272         24.26986 135  NA 2689        0.25     0.110737913
## INFO  [12:39:51.890] [bbotk]          33.05000         30.48000 135  NA 2690        0.10     0.013092761
## INFO  [12:39:51.890] [bbotk]          33.05000         30.48000 135  NA 2691        0.10     0.003524285
## INFO  [12:39:51.890] [bbotk]          33.05000         30.48000 135  NA 2692        0.10     0.000000000
## INFO  [12:39:51.890] [bbotk]          33.05000         27.57539 135  NA 2693        0.10     0.078244628
## INFO  [12:39:51.890] [bbotk]          33.05000         29.91799 135  NA 2694        0.20     0.016199082
## INFO  [12:39:51.890] [bbotk]          36.95023         30.48000 135  NA 2695        0.10     0.012151774
## INFO  [12:39:51.890] [bbotk]          33.05000         29.91799 135  NA 2696        0.05     0.032362646
## INFO  [12:39:51.890] [bbotk]          33.05000         28.77264 135  NA 2697        0.00     0.016159456
## INFO  [12:39:51.890] [bbotk]          33.05000         28.87404 135  NA 2698        0.00     0.059917619
## INFO  [12:39:51.890] [bbotk]          33.05000         30.48000 135  NA 2699        0.05     0.002590179
## INFO  [12:39:51.890] [bbotk]          33.82211         30.28234 135  NA 2700        0.15     0.072470963
## INFO  [12:39:51.890] [bbotk]  no_changed dist_train
## INFO  [12:39:51.890] [bbotk]           4  0.1819856
## INFO  [12:39:51.890] [bbotk]           5  0.1442114
## INFO  [12:39:51.890] [bbotk]           3  0.1775906
## INFO  [12:39:51.890] [bbotk]           3  0.1455723
## INFO  [12:39:51.890] [bbotk]           2  0.1508483
## INFO  [12:39:51.890] [bbotk]           1  0.1562333
## INFO  [12:39:51.890] [bbotk]           6  0.2194858
## INFO  [12:39:51.890] [bbotk]           2  0.1554779
## INFO  [12:39:51.890] [bbotk]           3  0.2571937
## INFO  [12:39:51.890] [bbotk]           1  0.1519200
## INFO  [12:39:51.890] [bbotk]           2  0.1521358
## INFO  [12:39:51.890] [bbotk]           0  0.1500290
## INFO  [12:39:51.890] [bbotk]           3  0.1648122
## INFO  [12:39:51.890] [bbotk]           3  0.1609697
## INFO  [12:39:51.890] [bbotk]           1  0.1586076
## INFO  [12:39:51.890] [bbotk]           2  0.1791712
## INFO  [12:39:51.890] [bbotk]           2  0.1490607
## INFO  [12:39:51.890] [bbotk]           3  0.1931010
## INFO  [12:39:51.890] [bbotk]           2  0.1512017
## INFO  [12:39:51.890] [bbotk]           6  0.2169786
## INFO  [12:39:52.109] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:52.240] [bbotk] Result of batch 136:
## INFO  [12:39:52.246] [bbotk]  heatF laneF    pointP reactiontimeP swimtimeP mediaParcialesP
## INFO  [12:39:52.246] [bbotk]      7     7  886.0000     0.7283950 129.16000        30.37895
## INFO  [12:39:52.246] [bbotk]      1     7  881.4060     0.7200000 129.16000        32.29000
## INFO  [12:39:52.246] [bbotk]      1     8  980.8643     0.7200000 129.16000        32.29000
## INFO  [12:39:52.246] [bbotk]      1     8  886.0000     0.7200000 129.16000        30.51794
## INFO  [12:39:52.246] [bbotk]      1     8  886.0000     0.7399269 129.16000        32.29000
## INFO  [12:39:52.246] [bbotk]      1     8  886.0000     0.7200000 129.16000        32.29000
## INFO  [12:39:52.246] [bbotk]      1     8  886.0000     0.7200000 129.16000        32.29000
## INFO  [12:39:52.246] [bbotk]      1     8  914.8064     0.7200000 129.16000        32.29000
## INFO  [12:39:52.246] [bbotk]      1     8 1007.8196     0.7200000 129.16000        22.28252
## INFO  [12:39:52.246] [bbotk]     10     8  914.7657     0.7194786 129.16000        33.93042
## INFO  [12:39:52.246] [bbotk]      7     9  994.8441     0.7200000 196.02069        32.70710
## INFO  [12:39:52.246] [bbotk]      1     8  886.0000     0.7200000 129.16000        32.29000
## INFO  [12:39:52.246] [bbotk]      1     8  886.0000     0.7200000 129.16000        32.29000
## INFO  [12:39:52.246] [bbotk]      6     4  921.4238     0.7395046 129.16000        32.29000
## INFO  [12:39:52.246] [bbotk]      1     8  904.8300     0.7200000 129.16000        32.29000
## INFO  [12:39:52.246] [bbotk]      1     3  907.8635     0.7200000  81.12315        32.29000
## INFO  [12:39:52.246] [bbotk]      1     8  886.0000     0.7200000 129.16000        32.29000
## INFO  [12:39:52.246] [bbotk]      1     8  899.8214     0.7200000 129.16000        32.29000
## INFO  [12:39:52.246] [bbotk]     10     3  886.0000     0.7150450 129.16000        32.29000
## INFO  [12:39:52.246] [bbotk]      7     8  907.3572     0.7200000 129.16000        32.29000
## INFO  [12:39:52.246] [bbotk]  medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO  [12:39:52.246] [bbotk]           31.64003         32.62869         30.48000 136  NA 2701        0.00
## INFO  [12:39:52.246] [bbotk]           23.81782         33.05000         21.65057 136  NA 2702        0.10
## INFO  [12:39:52.246] [bbotk]           32.81500         33.05000         30.51014 136  NA 2703        0.10
## INFO  [12:39:52.246] [bbotk]           30.08488         33.05000         24.47334 136  NA 2704        0.30
## INFO  [12:39:52.246] [bbotk]           35.17159         33.05000         28.61082 136  NA 2705        0.35
## INFO  [12:39:52.246] [bbotk]           32.81500         33.05000         30.48000 136  NA 2706        0.10
## INFO  [12:39:52.246] [bbotk]           32.81500         31.04335         29.03133 136  NA 2707        0.10
## INFO  [12:39:52.246] [bbotk]           32.81500         33.05000         29.03133 136  NA 2708        0.05
## INFO  [12:39:52.246] [bbotk]           32.81500         33.05000         30.48000 136  NA 2709        0.10
## INFO  [12:39:52.246] [bbotk]           32.81500         32.93097         29.00902 136  NA 2710        0.05
## INFO  [12:39:52.246] [bbotk]           24.18217         33.05000         30.48000 136  NA 2711        0.10
## INFO  [12:39:52.246] [bbotk]           26.01785         33.05000         30.48000 136  NA 2712        0.10
## INFO  [12:39:52.246] [bbotk]           32.81500         33.05000         29.03133 136  NA 2713        0.20
## INFO  [12:39:52.246] [bbotk]           32.81500         35.42936         24.67598 136  NA 2714        0.05
## INFO  [12:39:52.246] [bbotk]           32.81500         32.97419         30.48000 136  NA 2715        0.05
## INFO  [12:39:52.246] [bbotk]           32.81500         32.05788         30.48000 136  NA 2716        0.20
## INFO  [12:39:52.246] [bbotk]           32.81500         23.30073         24.21034 136  NA 2717        0.30
## INFO  [12:39:52.246] [bbotk]           32.81500         33.05000         28.87404 136  NA 2718        0.00
## INFO  [12:39:52.246] [bbotk]           32.81500         33.05000         30.48000 136  NA 2719        0.00
## INFO  [12:39:52.246] [bbotk]           32.81500         21.85530         30.48000 136  NA 2720        0.25
## INFO  [12:39:52.246] [bbotk]  dist_x_interest no_changed dist_train
## INFO  [12:39:52.246] [bbotk]      0.132718571          6  0.2209347
## INFO  [12:39:52.246] [bbotk]      0.139768366          4  0.2272855
## INFO  [12:39:52.246] [bbotk]      0.033767628          2  0.1725949
## INFO  [12:39:52.246] [bbotk]      0.048073129          3  0.1604149
## INFO  [12:39:52.246] [bbotk]      0.021799608          3  0.1647197
## INFO  [12:39:52.246] [bbotk]      0.000000000          0  0.1500290
## INFO  [12:39:52.246] [bbotk]      0.013541652          2  0.1507994
## INFO  [12:39:52.246] [bbotk]      0.017497420          2  0.1468436
## INFO  [12:39:52.246] [bbotk]      0.084176212          2  0.2030473
## INFO  [12:39:52.246] [bbotk]      0.083596903          6  0.2118353
## INFO  [12:39:52.246] [bbotk]      0.195538123          6  0.2853261
## INFO  [12:39:52.246] [bbotk]      0.026356763          1  0.1677423
## INFO  [12:39:52.246] [bbotk]      0.007289622          1  0.1540981
## INFO  [12:39:52.246] [bbotk]      0.170005632          6  0.2020004
## INFO  [12:39:52.246] [bbotk]      0.006908767          2  0.1555203
## INFO  [12:39:52.246] [bbotk]      0.072634559          4  0.1624077
## INFO  [12:39:52.246] [bbotk]      0.061923982          2  0.1962526
## INFO  [12:39:52.246] [bbotk]      0.012978856          2  0.1513622
## INFO  [12:39:52.246] [bbotk]      0.118456695          3  0.2096621
## INFO  [12:39:52.246] [bbotk]      0.101270468          3  0.2367664
## INFO  [12:39:52.465] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:52.594] [bbotk] Result of batch 137:
## INFO  [12:39:52.599] [bbotk]  heatF laneF   pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO  [12:39:52.599] [bbotk]      1     8 958.9860     0.7200000  129.1600        32.29000          31.76910
## INFO  [12:39:52.599] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:52.599] [bbotk]      1     8 886.0000     0.7200000  633.0359        32.29000          32.81500
## INFO  [12:39:52.599] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:52.599] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:52.599] [bbotk]      1     9 911.9799     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:52.599] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          32.05754
## INFO  [12:39:52.599] [bbotk]      8     8 886.0000     0.7430814  129.1600        32.29000          32.67382
## INFO  [12:39:52.599] [bbotk]      8     8 886.0000     0.7200000  129.1600        32.29000          27.06837
## INFO  [12:39:52.599] [bbotk]     12     8 921.8931     0.7200000  129.1600        32.29000          25.98287
## INFO  [12:39:52.599] [bbotk]      1     4 894.3224     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:52.599] [bbotk]      9     3 886.0000     0.6746953  674.8264        32.29000          32.81500
## INFO  [12:39:52.599] [bbotk]      7     8 886.0000     0.7172494  129.1600        32.29000          32.81500
## INFO  [12:39:52.599] [bbotk]      3     8 906.6589     0.7461288  129.1600        32.29000          23.80784
## INFO  [12:39:52.599] [bbotk]      1     8 874.7015     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:52.599] [bbotk]      1     3 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:52.599] [bbotk]      1     8 924.8438     0.7200000  129.1600        32.29000          31.53891
## INFO  [12:39:52.599] [bbotk]      1     7 879.9460     0.7102615  690.1380        32.29000          32.82107
## INFO  [12:39:52.599] [bbotk]     12     8 908.0996     0.8012092  129.1600        32.29000          32.81500
## INFO  [12:39:52.599] [bbotk]     12     5 886.0000     0.7200000  129.1600        24.38469          25.85648
## INFO  [12:39:52.599] [bbotk]  maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO  [12:39:52.599] [bbotk]          24.22726         30.48000 137  NA 2721        0.30     0.057407393
## INFO  [12:39:52.599] [bbotk]          33.05000         29.74285 137  NA 2722        0.10     0.003709317
## INFO  [12:39:52.599] [bbotk]          32.70031         30.48000 137  NA 2723        0.05     0.032268250
## INFO  [12:39:52.599] [bbotk]          33.05000         28.67607 137  NA 2724        0.20     0.009077273
## INFO  [12:39:52.599] [bbotk]          33.05000         30.48000 137  NA 2725        0.10     0.000000000
## INFO  [12:39:52.599] [bbotk]          33.05000         30.48000 137  NA 2726        0.10     0.068029746
## INFO  [12:39:52.599] [bbotk]          31.12518         30.48000 137  NA 2727        0.10     0.008934233
## INFO  [12:39:52.599] [bbotk]          33.05000         29.08312 137  NA 2728        0.15     0.070171479
## INFO  [12:39:52.599] [bbotk]          33.05000         30.48000 137  NA 2729        0.10     0.081106775
## INFO  [12:39:52.599] [bbotk]          33.05000         30.12872 137  NA 2730        0.05     0.099802611
## INFO  [12:39:52.599] [bbotk]          39.93304         29.76236 137  NA 2731        0.05     0.086828970
## INFO  [12:39:52.599] [bbotk]          29.83132         29.85274 137  NA 2732        0.05     0.171999076
## INFO  [12:39:52.599] [bbotk]          33.03756         30.48000 137  NA 2733        0.10     0.059311753
## INFO  [12:39:52.599] [bbotk]          33.05000         21.71246 137  NA 2734        0.15     0.149457764
## INFO  [12:39:52.599] [bbotk]          33.05000         30.48000 137  NA 2735        0.10     0.004003717
## INFO  [12:39:52.599] [bbotk]          33.05000         30.48000 137  NA 2736        0.00     0.058823529
## INFO  [12:39:52.599] [bbotk]          32.81295         29.14416 137  NA 2737        0.00     0.026173320
## INFO  [12:39:52.599] [bbotk]          33.05000         33.05228 137  NA 2738        0.05     0.110239288
## INFO  [12:39:52.599] [bbotk]          33.05000         30.48000 137  NA 2739        0.15     0.079924175
## INFO  [12:39:52.599] [bbotk]          33.05000         25.05542 137  NA 2740        0.15     0.204319940
## INFO  [12:39:52.599] [bbotk]  no_changed dist_train
## INFO  [12:39:52.599] [bbotk]           3  0.1744146
## INFO  [12:39:52.599] [bbotk]           1  0.1505178
## INFO  [12:39:52.599] [bbotk]           2  0.1822972
## INFO  [12:39:52.599] [bbotk]           1  0.1558858
## INFO  [12:39:52.599] [bbotk]           0  0.1500290
## INFO  [12:39:52.599] [bbotk]           2  0.1578177
## INFO  [12:39:52.599] [bbotk]           2  0.1554068
## INFO  [12:39:52.599] [bbotk]           4  0.2137120
## INFO  [12:39:52.599] [bbotk]           2  0.2224923
## INFO  [12:39:52.599] [bbotk]           4  0.2122148
## INFO  [12:39:52.599] [bbotk]           4  0.1325582
## INFO  [12:39:52.599] [bbotk]           6  0.2599841
## INFO  [12:39:52.599] [bbotk]           3  0.2093407
## INFO  [12:39:52.599] [bbotk]           5  0.2598985
## INFO  [12:39:52.599] [bbotk]           1  0.1540327
## INFO  [12:39:52.599] [bbotk]           1  0.1500290
## INFO  [12:39:52.599] [bbotk]           4  0.1401832
## INFO  [12:39:52.599] [bbotk]           6  0.2013976
## INFO  [12:39:52.599] [bbotk]           3  0.2252677
## INFO  [12:39:52.599] [bbotk]           5  0.2653450
## INFO  [12:39:52.880] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:53.013] [bbotk] Result of batch 138:
## INFO  [12:39:53.018] [bbotk]  heatF laneF    pointP reactiontimeP swimtimeP mediaParcialesP
## INFO  [12:39:53.018] [bbotk]      3     2 1000.0040     0.7200000  129.1600        32.29000
## INFO  [12:39:53.018] [bbotk]      1     8  906.2297     0.7200000  129.1600        32.29000
## INFO  [12:39:53.018] [bbotk]      1     8  914.7636     0.7200000  129.1600        32.29000
## INFO  [12:39:53.018] [bbotk]      1     8  909.2499     0.7200000  129.1600        29.79605
## INFO  [12:39:53.018] [bbotk]      3     2  925.9671     0.7200000  129.1600        32.29000
## INFO  [12:39:53.018] [bbotk]      1     8  918.7217     0.7200000  129.1600        32.29000
## INFO  [12:39:53.018] [bbotk]      1     8  999.9365     0.7200000  129.1600        32.29000
## INFO  [12:39:53.018] [bbotk]      1     8  885.8903     0.7200000  129.1600        32.29000
## INFO  [12:39:53.018] [bbotk]      1     8  886.0000     0.6892417  129.1600        32.29000
## INFO  [12:39:53.018] [bbotk]      1     6  976.1379     0.7171295  965.3843        32.29000
## INFO  [12:39:53.018] [bbotk]      1     8  886.0000     0.7200000  662.3213        32.29000
## INFO  [12:39:53.018] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:53.018] [bbotk]      1     8  914.8064     0.7200000  129.1600        32.29000
## INFO  [12:39:53.018] [bbotk]      1     5  886.0000     0.7200000  604.6685        32.29000
## INFO  [12:39:53.018] [bbotk]     10     8  887.5434     0.7200000  129.1600        32.29000
## INFO  [12:39:53.018] [bbotk]      9     0  910.4119     0.6746925  129.1600        32.29000
## INFO  [12:39:53.018] [bbotk]      7     3  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:53.018] [bbotk]      1     3  994.6570     0.7146975  305.7563        32.29000
## INFO  [12:39:53.018] [bbotk]      1     9  906.9228     0.7399269  129.1600        32.29000
## INFO  [12:39:53.018] [bbotk]      1     8  886.0000     0.7200000  129.1600        34.90871
## INFO  [12:39:53.018] [bbotk]  medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO  [12:39:53.018] [bbotk]           32.81500         31.74743         30.48000 138  NA 2741        0.15
## INFO  [12:39:53.018] [bbotk]           32.81500         33.05000         30.48000 138  NA 2742        0.05
## INFO  [12:39:53.018] [bbotk]           31.95041         33.05000         30.48000 138  NA 2743        0.05
## INFO  [12:39:53.018] [bbotk]           27.00077         27.00489         27.20646 138  NA 2744        0.20
## INFO  [12:39:53.018] [bbotk]           32.81500         32.84020         27.86276 138  NA 2745        0.05
## INFO  [12:39:53.018] [bbotk]           30.92949         33.05000         29.25030 138  NA 2746        0.00
## INFO  [12:39:53.018] [bbotk]           25.21504         33.05000         29.91799 138  NA 2747        0.05
## INFO  [12:39:53.018] [bbotk]           32.19481         33.05000         29.91799 138  NA 2748        0.00
## INFO  [12:39:53.018] [bbotk]           32.81500         21.97988         30.48000 138  NA 2749        0.20
## INFO  [12:39:53.018] [bbotk]           31.48716         33.05000         24.51711 138  NA 2750        0.05
## INFO  [12:39:53.018] [bbotk]           32.81500         35.36117         30.48000 138  NA 2751        0.05
## INFO  [12:39:53.018] [bbotk]           32.81500         33.05000         28.75834 138  NA 2752        0.20
## INFO  [12:39:53.018] [bbotk]           31.46698         33.05000         29.03133 138  NA 2753        0.00
## INFO  [12:39:53.018] [bbotk]           34.30119         33.05000         30.48000 138  NA 2754        0.10
## INFO  [12:39:53.018] [bbotk]           32.81500         33.05000         29.95490 138  NA 2755        0.10
## INFO  [12:39:53.018] [bbotk]           32.81500         40.01932         26.84288 138  NA 2756        0.05
## INFO  [12:39:53.018] [bbotk]           32.81500         33.05000         30.48000 138  NA 2757        0.00
## INFO  [12:39:53.018] [bbotk]           21.71403         34.47796         30.48000 138  NA 2758        0.00
## INFO  [12:39:53.018] [bbotk]           32.81500         33.05000         30.48000 138  NA 2759        0.10
## INFO  [12:39:53.018] [bbotk]           30.88494         33.05000         23.17576 138  NA 2760        0.20
## INFO  [12:39:53.018] [bbotk]  dist_x_interest no_changed dist_train
## INFO  [12:39:53.018] [bbotk]      0.162103688          4  0.2518917
## INFO  [12:39:53.018] [bbotk]      0.007168583          1  0.1557801
## INFO  [12:39:53.018] [bbotk]      0.013545180          2  0.1507959
## INFO  [12:39:53.018] [bbotk]      0.076310574          5  0.1512499
## INFO  [12:39:53.018] [bbotk]      0.145633218          5  0.2322008
## INFO  [12:39:53.018] [bbotk]      0.025094328          3  0.1392467
## INFO  [12:39:53.018] [bbotk]      0.072672153          3  0.1828878
## INFO  [12:39:53.018] [bbotk]      0.005271757          3  0.1520803
## INFO  [12:39:53.018] [bbotk]      0.039516518          2  0.1800970
## INFO  [12:39:53.018] [bbotk]      0.178131281          6  0.2522528
## INFO  [12:39:53.018] [bbotk]      0.040191655          2  0.1891950
## INFO  [12:39:53.018] [bbotk]      0.008663330          1  0.1554718
## INFO  [12:39:53.018] [bbotk]      0.022724543          3  0.1416165
## INFO  [12:39:53.018] [bbotk]      0.094009848          3  0.1845949
## INFO  [12:39:53.018] [bbotk]      0.062012743          3  0.2077274
## INFO  [12:39:53.018] [bbotk]      0.173716638          6  0.2551063
## INFO  [12:39:53.018] [bbotk]      0.117647059          2  0.2088525
## INFO  [12:39:53.018] [bbotk]      0.156615262          6  0.2446178
## INFO  [12:39:53.018] [bbotk]      0.069493726          3  0.1560137
## INFO  [12:39:53.018] [bbotk]      0.054969521          3  0.1880389
## INFO  [12:39:53.226] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:53.375] [bbotk] Result of batch 139:
## INFO  [12:39:53.380] [bbotk]  heatF laneF   pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO  [12:39:53.380] [bbotk]      1     3 886.0000     0.7064223  129.1600        32.29000          32.81500
## INFO  [12:39:53.380] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:53.380] [bbotk]      1     0 886.5474     0.6900218  129.1600        32.29000          29.76451
## INFO  [12:39:53.380] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:53.380] [bbotk]      2     8 911.1457     0.7200000  604.7110        22.94316          32.81500
## INFO  [12:39:53.380] [bbotk]      1     8 961.8710     0.7386480  369.3559        32.29000          36.48264
## INFO  [12:39:53.380] [bbotk]      1     8 886.0000     0.7179215  129.1600        32.29000          31.42921
## INFO  [12:39:53.380] [bbotk]      9     3 886.0000     0.7200000  129.1600        32.29000          32.68186
## INFO  [12:39:53.380] [bbotk]      1     8 902.8119     0.7200000  129.1600        32.29000          31.10636
## INFO  [12:39:53.380] [bbotk]      1     4 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:53.380] [bbotk]      1     1 886.0000     0.7147523  799.2983        32.29000          32.81500
## INFO  [12:39:53.380] [bbotk]      1     8 886.0000     0.7095850  129.1600        32.29000          32.81500
## INFO  [12:39:53.380] [bbotk]      1     8 983.6098     0.7397568  129.1600        30.25305          32.81500
## INFO  [12:39:53.380] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:53.380] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          31.52595
## INFO  [12:39:53.380] [bbotk]      1     8 915.1405     0.7200000  129.1600        32.29000          30.96113
## INFO  [12:39:53.380] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          32.02782
## INFO  [12:39:53.380] [bbotk]      1     6 886.0000     0.7200000  278.6378        32.29000          32.68518
## INFO  [12:39:53.380] [bbotk]      6     8 989.0472     0.7200000  572.1367        32.29000          25.80095
## INFO  [12:39:53.380] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:53.380] [bbotk]  maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO  [12:39:53.380] [bbotk]          33.05000         30.48000 139  NA 2761        0.00    0.0610421096
## INFO  [12:39:53.380] [bbotk]          33.05000         30.31116 139  NA 2762        0.10    0.0008495793
## INFO  [12:39:53.380] [bbotk]          31.30563         30.48000 139  NA 2763        0.10    0.0811794053
## INFO  [12:39:53.380] [bbotk]          33.05000         30.48000 139  NA 2764        0.10    0.0000000000
## INFO  [12:39:53.380] [bbotk]          33.05000         30.48000 139  NA 2765        0.05    0.1354613833
## INFO  [12:39:53.380] [bbotk]          34.79751         30.48000 139  NA 2766        0.30    0.0644617620
## INFO  [12:39:53.380] [bbotk]          33.05000         26.10569 139  NA 2767        0.10    0.0277244919
## INFO  [12:39:53.380] [bbotk]          33.05000         30.48000 139  NA 2768        0.00    0.1181633261
## INFO  [12:39:53.380] [bbotk]          33.05000         28.59426 139  NA 2769        0.00    0.0220718478
## INFO  [12:39:53.380] [bbotk]          33.05000         30.48000 139  NA 2770        0.05    0.0588235294
## INFO  [12:39:53.380] [bbotk]          31.01601         30.48000 139  NA 2771        0.15    0.1074849001
## INFO  [12:39:53.380] [bbotk]          33.05000         30.48000 139  NA 2772        0.10    0.0017018011
## INFO  [12:39:53.380] [bbotk]          22.37555         30.48000 139  NA 2773        0.25    0.0794219276
## INFO  [12:39:53.380] [bbotk]          33.05000         29.03133 139  NA 2774        0.20    0.0072896220
## INFO  [12:39:53.380] [bbotk]          31.80440         30.48000 139  NA 2775        0.10    0.0088792946
## INFO  [12:39:53.380] [bbotk]          33.44510         29.25041 139  NA 2776        0.00    0.0249329964
## INFO  [12:39:53.380] [bbotk]          33.05000         30.48000 139  NA 2777        0.05    0.0030523705
## INFO  [12:39:53.380] [bbotk]          33.05000         28.77729 139  NA 2778        0.05    0.0771442422
## INFO  [12:39:53.380] [bbotk]          33.50405         29.14416 139  NA 2779        0.00    0.1580840224
## INFO  [12:39:53.380] [bbotk]          33.05000         29.91799 139  NA 2780        0.10    0.0028280149
## INFO  [12:39:53.380] [bbotk]  no_changed dist_train
## INFO  [12:39:53.380] [bbotk]           2  0.1522475
## INFO  [12:39:53.380] [bbotk]           1  0.1491794
## INFO  [12:39:53.380] [bbotk]           5  0.1719969
## INFO  [12:39:53.380] [bbotk]           0  0.1500290
## INFO  [12:39:53.380] [bbotk]           4  0.2620251
## INFO  [12:39:53.380] [bbotk]           5  0.1854759
## INFO  [12:39:53.380] [bbotk]           3  0.1643356
## INFO  [12:39:53.380] [bbotk]           3  0.2093688
## INFO  [12:39:53.380] [bbotk]           3  0.1449436
## INFO  [12:39:53.380] [bbotk]           1  0.1384919
## INFO  [12:39:53.380] [bbotk]           4  0.1398668
## INFO  [12:39:53.380] [bbotk]           1  0.1517308
## INFO  [12:39:53.380] [bbotk]           4  0.1878464
## INFO  [12:39:53.380] [bbotk]           1  0.1540981
## INFO  [12:39:53.380] [bbotk]           2  0.1554618
## INFO  [12:39:53.380] [bbotk]           4  0.1418701
## INFO  [12:39:53.380] [bbotk]           1  0.1530813
## INFO  [12:39:53.380] [bbotk]           4  0.1651292
## INFO  [12:39:53.380] [bbotk]           6  0.2605119
## INFO  [12:39:53.380] [bbotk]           1  0.1496365
## INFO  [12:39:53.581] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:53.711] [bbotk] Result of batch 140:
## INFO  [12:39:53.716] [bbotk]  heatF laneF   pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO  [12:39:53.716] [bbotk]      4     8 861.0753     0.7200000  764.2369        32.29000          32.81500
## INFO  [12:39:53.716] [bbotk]      1     8 902.1008     0.7200000  129.1600        33.24414          32.52662
## INFO  [12:39:53.716] [bbotk]      1     8 914.7636     0.7200000  129.1600        32.29000          31.95041
## INFO  [12:39:53.716] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:53.716] [bbotk]      1     8 921.4238     0.7200000   46.7589        24.09317          32.81500
## INFO  [12:39:53.716] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:53.716] [bbotk]      1     8 882.7413     0.7200000  129.1600        30.59614          33.91172
## INFO  [12:39:53.716] [bbotk]      1     8 971.9096     0.7200000  129.1600        32.29000          25.99458
## INFO  [12:39:53.716] [bbotk]      1     8 911.4698     0.6710793  244.8735        32.29000          32.81500
## INFO  [12:39:53.716] [bbotk]      7     8 890.9038     0.6976857  129.1600        25.61918          32.81500
## INFO  [12:39:53.716] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          31.59888
## INFO  [12:39:53.716] [bbotk]     10     6 916.5613     0.7090176  129.1600        32.29000          33.23866
## INFO  [12:39:53.716] [bbotk]      1     8 886.0000     0.7110728  858.1200        32.29000          31.46698
## INFO  [12:39:53.716] [bbotk]      1     8 907.3572     0.7200000  447.6958        32.29000          32.81500
## INFO  [12:39:53.716] [bbotk]      1     3 886.0000     0.7200000  955.6225        32.29000          32.81500
## INFO  [12:39:53.716] [bbotk]      1     8 888.0267     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:53.716] [bbotk]      1     1 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:53.716] [bbotk]      1     8 924.5593     0.7200000  462.9222        32.29000          35.40693
## INFO  [12:39:53.716] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:53.716] [bbotk]     12     4 919.6757     0.7200000  823.3169        32.29000          25.61629
## INFO  [12:39:53.716] [bbotk]  maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO  [12:39:53.716] [bbotk]          38.88265         28.71387 140  NA 2781        0.15    0.1340125882
## INFO  [12:39:53.716] [bbotk]          33.05000         23.50987 140  NA 2782        0.05    0.0458069070
## INFO  [12:39:53.716] [bbotk]          33.05000         28.87404 140  NA 2783        0.00    0.0216262909
## INFO  [12:39:53.716] [bbotk]          33.05000         29.25030 140  NA 2784        0.15    0.0061878075
## INFO  [12:39:53.716] [bbotk]          33.05000         22.19636 140  NA 2785        0.15    0.0929231816
## INFO  [12:39:53.716] [bbotk]          33.05000         29.91799 140  NA 2786        0.10    0.0028280149
## INFO  [12:39:53.716] [bbotk]          33.05000         29.26788 140  NA 2787        0.20    0.0184478476
## INFO  [12:39:53.716] [bbotk]          33.43103         30.48000 140  NA 2788        0.10    0.0580769937
## INFO  [12:39:53.716] [bbotk]          33.05000         28.94926 140  NA 2789        0.10    0.0318817708
## INFO  [12:39:53.716] [bbotk]          33.05000         30.48000 140  NA 2790        0.10    0.0915428700
## INFO  [12:39:53.716] [bbotk]          33.05000         28.99261 140  NA 2791        0.10    0.0122001409
## INFO  [12:39:53.716] [bbotk]          35.13874         28.70466 140  NA 2792        0.00    0.1473552368
## INFO  [12:39:53.716] [bbotk]          33.05000         30.36698 140  NA 2793        0.00    0.0523609956
## INFO  [12:39:53.716] [bbotk]          32.26433         30.48000 140  NA 2794        0.10    0.0297263068
## INFO  [12:39:53.716] [bbotk]          33.05000         30.48000 140  NA 2795        0.00    0.1099632241
## INFO  [12:39:53.716] [bbotk]          33.05000         30.48000 140  NA 2796        0.10    0.0007181815
## INFO  [12:39:53.716] [bbotk]          33.05000         28.87404 140  NA 2797        0.15    0.0669046407
## INFO  [12:39:53.716] [bbotk]          33.05000         24.66344 140  NA 2798        0.25    0.0736354767
## INFO  [12:39:53.716] [bbotk]          33.05000         30.48000 140  NA 2799        0.10    0.0000000000
## INFO  [12:39:53.716] [bbotk]          21.70155         25.97260 140  NA 2800        0.00    0.2584860015
## INFO  [12:39:53.716] [bbotk]  no_changed dist_train
## INFO  [12:39:53.716] [bbotk]           5 0.27692479
## INFO  [12:39:53.716] [bbotk]           4 0.18019703
## INFO  [12:39:53.716] [bbotk]           3 0.14271475
## INFO  [12:39:53.716] [bbotk]           1 0.15299632
## INFO  [12:39:53.716] [bbotk]           4 0.18730427
## INFO  [12:39:53.716] [bbotk]           1 0.14963652
## INFO  [12:39:53.716] [bbotk]           4 0.15670805
## INFO  [12:39:53.716] [bbotk]           3 0.17394870
## INFO  [12:39:53.716] [bbotk]           4 0.14677947
## INFO  [12:39:53.716] [bbotk]           4 0.22516009
## INFO  [12:39:53.716] [bbotk]           2 0.15214090
## INFO  [12:39:53.716] [bbotk]           7 0.23305311
## INFO  [12:39:53.716] [bbotk]           4 0.20125250
## INFO  [12:39:53.716] [bbotk]           3 0.17403534
## INFO  [12:39:53.716] [bbotk]           2 0.20116865
## INFO  [12:39:53.716] [bbotk]           1 0.14932971
## INFO  [12:39:53.716] [bbotk]           2 0.09606609
## INFO  [12:39:53.716] [bbotk]           4 0.19615918
## INFO  [12:39:53.716] [bbotk]           0 0.15002896
## INFO  [12:39:53.716] [bbotk]           7 0.24593140
## INFO  [12:39:53.962] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:54.089] [bbotk] Result of batch 141:
## INFO  [12:39:54.095] [bbotk]  heatF laneF   pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO  [12:39:54.095] [bbotk]      1     8 886.0000     0.7200000  942.7603        32.29000          32.81500
## INFO  [12:39:54.095] [bbotk]      1     8 921.4238     0.7200000  361.9070        35.45708          32.87538
## INFO  [12:39:54.095] [bbotk]      1     8 885.8903     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:54.095] [bbotk]      1     8 918.7217     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:54.095] [bbotk]      1     1 886.0000     0.7200000  129.1600        26.24487          32.81500
## INFO  [12:39:54.095] [bbotk]      1     8 886.0000     0.7200000  129.1600        23.66064          32.81500
## INFO  [12:39:54.095] [bbotk]      5     8 886.0000     0.7200000  129.1600        27.26127          32.81500
## INFO  [12:39:54.095] [bbotk]      1     3 888.0569     0.7200000  129.1600        23.91606          32.81500
## INFO  [12:39:54.095] [bbotk]      1     8 910.0598     0.7112860  129.1600        27.49873          22.99671
## INFO  [12:39:54.095] [bbotk]      5     1 902.0156     0.7200000  271.7419        32.29000          31.06654
## INFO  [12:39:54.095] [bbotk]      7     8 886.0000     0.7200000  129.1600        23.99049          32.81500
## INFO  [12:39:54.095] [bbotk]      1     8 984.8986     0.7200000  129.1600        32.29000          25.08704
## INFO  [12:39:54.095] [bbotk]      1     8 974.8463     0.7078234  129.1600        32.29000          31.53990
## INFO  [12:39:54.095] [bbotk]      1     6 926.1036     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:54.095] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:54.095] [bbotk]      1     8 922.2298     0.7200000  129.1600        31.58191          32.81500
## INFO  [12:39:54.095] [bbotk]      4     1 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:54.095] [bbotk]      5     8 886.0000     0.7600350  129.1600        32.29000          25.12641
## INFO  [12:39:54.095] [bbotk]      2     8 886.0000     0.7200000  129.1600        32.29000          34.43835
## INFO  [12:39:54.095] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          31.95041
## INFO  [12:39:54.095] [bbotk]  maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO  [12:39:54.095] [bbotk]          28.72727         30.48000 141  NA 2801        0.20     0.063811938
## INFO  [12:39:54.095] [bbotk]          33.05000         25.65214 141  NA 2802        0.05     0.064460268
## INFO  [12:39:54.095] [bbotk]          33.05000         29.91799 141  NA 2803        0.10     0.002866877
## INFO  [12:39:54.095] [bbotk]          33.05000         29.25030 141  NA 2804        0.05     0.017783040
## INFO  [12:39:54.095] [bbotk]          25.11514         30.48000 141  NA 2805        0.25     0.108317393
## INFO  [12:39:54.095] [bbotk]          33.05000         30.32955 141  NA 2806        0.10     0.036118190
## INFO  [12:39:54.095] [bbotk]          30.24727         30.48000 141  NA 2807        0.10     0.088162436
## INFO  [12:39:54.095] [bbotk]          33.05000         21.54633 141  NA 2808        0.20     0.138820678
## INFO  [12:39:54.095] [bbotk]          38.57723         22.13196 141  NA 2809        0.15     0.126882674
## INFO  [12:39:54.095] [bbotk]          33.05000         30.51373 141  NA 2810        0.05     0.139094552
## INFO  [12:39:54.095] [bbotk]          35.94546         30.48000 141  NA 2811        0.10     0.101854287
## INFO  [12:39:54.095] [bbotk]          32.58067         28.77264 141  NA 2812        0.00     0.075065277
## INFO  [12:39:54.095] [bbotk]          24.35032         28.13854 141  NA 2813        0.15     0.077304741
## INFO  [12:39:54.095] [bbotk]          33.05000         30.48000 141  NA 2814        0.10     0.073034589
## INFO  [12:39:54.095] [bbotk]          33.05000         28.87404 141  NA 2815        0.20     0.008081111
## INFO  [12:39:54.095] [bbotk]          24.27310         28.61082 141  NA 2816        0.25     0.052491313
## INFO  [12:39:54.095] [bbotk]          33.05000         28.87404 141  NA 2817        0.15     0.125728170
## INFO  [12:39:54.095] [bbotk]          33.05000         30.48000 141  NA 2818        0.15     0.095178647
## INFO  [12:39:54.095] [bbotk]          21.37248         32.95888 141  NA 2819        0.30     0.113974962
## INFO  [12:39:54.095] [bbotk]          33.05000         28.87404 141  NA 2820        0.10     0.011433657
## INFO  [12:39:54.095] [bbotk]  no_changed dist_train
## INFO  [12:39:54.095] [bbotk]           2  0.2138409
## INFO  [12:39:54.095] [bbotk]           5  0.1873923
## INFO  [12:39:54.095] [bbotk]           2  0.1496754
## INFO  [12:39:54.095] [bbotk]           2  0.1465580
## INFO  [12:39:54.095] [bbotk]           3  0.1404534
## INFO  [12:39:54.095] [bbotk]           2  0.1789890
## INFO  [12:39:54.095] [bbotk]           3  0.2188385
## INFO  [12:39:54.095] [bbotk]           4  0.2243680
## INFO  [12:39:54.095] [bbotk]           6  0.2121092
## INFO  [12:39:54.095] [bbotk]           6  0.1700590
## INFO  [12:39:54.095] [bbotk]           3  0.2462392
## INFO  [12:39:54.095] [bbotk]           4  0.1717089
## INFO  [12:39:54.095] [bbotk]           5  0.1722516
## INFO  [12:39:54.095] [bbotk]           2  0.1628226
## INFO  [12:39:54.095] [bbotk]           1  0.1548896
## INFO  [12:39:54.095] [bbotk]           4  0.1555029
## INFO  [12:39:54.095] [bbotk]           3  0.1548896
## INFO  [12:39:54.095] [bbotk]           3  0.2365642
## INFO  [12:39:54.095] [bbotk]           4  0.2629861
## INFO  [12:39:54.095] [bbotk]           2  0.1529074
## INFO  [12:39:54.303] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:54.435] [bbotk] Result of batch 142:
## INFO  [12:39:54.440] [bbotk]  heatF laneF    pointP reactiontimeP swimtimeP mediaParcialesP
## INFO  [12:39:54.440] [bbotk]      1     8  886.0000     0.7260204 129.16000        25.03559
## INFO  [12:39:54.440] [bbotk]     12     8  921.4238     0.6915747 129.16000        32.29000
## INFO  [12:39:54.440] [bbotk]      9     1  886.0000     0.7200000 129.16000        27.13790
## INFO  [12:39:54.440] [bbotk]      2     8  916.9584     0.7200000 129.16000        32.29000
## INFO  [12:39:54.440] [bbotk]      1     6  906.8216     0.6997035  72.24624        32.29000
## INFO  [12:39:54.440] [bbotk]      3     8  886.0000     0.6977564 699.55065        21.85461
## INFO  [12:39:54.440] [bbotk]      1     8  886.0000     0.7664410 483.69167        22.81312
## INFO  [12:39:54.440] [bbotk]      9     5  886.0000     0.7073811 129.16000        23.80610
## INFO  [12:39:54.440] [bbotk]      1     8  906.9228     0.7200000 129.16000        29.79605
## INFO  [12:39:54.440] [bbotk]      1     8  899.8214     0.7200000 129.16000        32.29000
## INFO  [12:39:54.440] [bbotk]      1     3  886.0000     0.7663758 129.16000        32.29000
## INFO  [12:39:54.440] [bbotk]      5     8  886.0000     0.7277312 129.16000        32.29000
## INFO  [12:39:54.440] [bbotk]      1     8  886.0000     0.7200000 129.16000        32.29000
## INFO  [12:39:54.440] [bbotk]      1     4 1009.5739     0.7200000 606.25666        32.29000
## INFO  [12:39:54.440] [bbotk]      1     8  886.0000     0.7303409 129.16000        32.29000
## INFO  [12:39:54.440] [bbotk]      1     8  886.0000     0.7200000 129.16000        32.29000
## INFO  [12:39:54.440] [bbotk]      1     8  886.0000     0.7200000 129.16000        32.29000
## INFO  [12:39:54.440] [bbotk]      1     8  886.0000     0.7200000 129.16000        32.29000
## INFO  [12:39:54.440] [bbotk]     12     8  886.0000     0.6830577 129.16000        32.29000
## INFO  [12:39:54.440] [bbotk]     11     8  888.0267     0.7200000 129.16000        32.29000
## INFO  [12:39:54.440] [bbotk]  medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO  [12:39:54.440] [bbotk]           31.95041         24.97841         30.48000 142  NA 2821        0.25
## INFO  [12:39:54.440] [bbotk]           32.81500         33.05000         29.68381 142  NA 2822        0.00
## INFO  [12:39:54.440] [bbotk]           32.81500         32.29874         30.48000 142  NA 2823        0.20
## INFO  [12:39:54.440] [bbotk]           31.53990         33.05000         29.25203 142  NA 2824        0.00
## INFO  [12:39:54.440] [bbotk]           32.81030         33.05000         28.48434 142  NA 2825        0.10
## INFO  [12:39:54.440] [bbotk]           32.81500         26.34253         30.48000 142  NA 2826        0.25
## INFO  [12:39:54.440] [bbotk]           32.81500         33.05000         30.48000 142  NA 2827        0.10
## INFO  [12:39:54.440] [bbotk]           32.81500         35.70724         24.99104 142  NA 2828        0.20
## INFO  [12:39:54.440] [bbotk]           24.18053         33.05000         28.61082 142  NA 2829        0.00
## INFO  [12:39:54.440] [bbotk]           32.81500         32.38291         24.22764 142  NA 2830        0.10
## INFO  [12:39:54.440] [bbotk]           32.81500         38.92959         31.24912 142  NA 2831        0.05
## INFO  [12:39:54.440] [bbotk]           32.81500         33.05000         29.52263 142  NA 2832        0.10
## INFO  [12:39:54.440] [bbotk]           32.81500         33.05000         30.48000 142  NA 2833        0.10
## INFO  [12:39:54.440] [bbotk]           31.46698         33.05000         30.48000 142  NA 2834        0.00
## INFO  [12:39:54.440] [bbotk]           23.28978         26.22171         30.48000 142  NA 2835        0.25
## INFO  [12:39:54.440] [bbotk]           32.19481         33.05000         30.48000 142  NA 2836        0.05
## INFO  [12:39:54.440] [bbotk]           31.46698         31.04335         29.03133 142  NA 2837        0.00
## INFO  [12:39:54.440] [bbotk]           32.81500         33.05000         30.48000 142  NA 2838        0.10
## INFO  [12:39:54.440] [bbotk]           32.94642         21.57095         30.48000 142  NA 2839        0.20
## INFO  [12:39:54.440] [bbotk]           32.81500         30.37800         31.11818 142  NA 2840        0.15
## INFO  [12:39:54.440] [bbotk]  dist_x_interest no_changed dist_train
## INFO  [12:39:54.440] [bbotk]       0.05921148          4  0.1831824
## INFO  [12:39:54.440] [bbotk]       0.08002732          4  0.2019608
## INFO  [12:39:54.440] [bbotk]       0.14109986          4  0.1732359
## INFO  [12:39:54.440] [bbotk]       0.08091739          4  0.2010707
## INFO  [12:39:54.440] [bbotk]       0.08310023          6  0.1696529
## INFO  [12:39:54.440] [bbotk]       0.16141267          5  0.2848195
## INFO  [12:39:54.440] [bbotk]       0.06836015          3  0.2127450
## INFO  [12:39:54.440] [bbotk]       0.19037330          6  0.2732546
## INFO  [12:39:54.440] [bbotk]       0.06052062          4  0.1508181
## INFO  [12:39:54.440] [bbotk]       0.03843777          3  0.1725230
## INFO  [12:39:54.440] [bbotk]       0.08859022          4  0.1762784
## INFO  [12:39:54.440] [bbotk]       0.06490425          3  0.2091862
## INFO  [12:39:54.440] [bbotk]       0.00000000          0  0.1500290
## INFO  [12:39:54.440] [bbotk]       0.13736183          4  0.1771717
## INFO  [12:39:54.440] [bbotk]       0.05989947          3  0.1875761
## INFO  [12:39:54.440] [bbotk]       0.00240488          1  0.1524338
## INFO  [12:39:54.440] [bbotk]       0.01876878          3  0.1455723
## INFO  [12:39:54.440] [bbotk]       0.00000000          0  0.1500290
## INFO  [12:39:54.440] [bbotk]       0.10113421          4  0.2396937
## INFO  [12:39:54.440] [bbotk]       0.07107804          4  0.2196896
## INFO  [12:39:54.621] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:54.764] [bbotk] Result of batch 143:
## INFO  [12:39:54.770] [bbotk]  heatF laneF   pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO  [12:39:54.770] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:54.770] [bbotk]      1     8 907.3572     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:54.770] [bbotk]      1     8 918.0028     0.7522513  129.1600        32.29000          32.81500
## INFO  [12:39:54.770] [bbotk]      1     8 886.8236     0.6934638  129.1600        21.68841          32.05198
## INFO  [12:39:54.770] [bbotk]      1     1 907.9534     0.7146835  129.1600        32.29000          32.81500
## INFO  [12:39:54.770] [bbotk]      1     8 997.3673     0.7200000  217.2303        32.30368          32.81500
## INFO  [12:39:54.770] [bbotk]      1     4 951.0702     0.7049627  129.1600        32.29000          32.81500
## INFO  [12:39:54.770] [bbotk]      1     8 913.6345     0.7200000  129.1600        35.10155          27.47232
## INFO  [12:39:54.770] [bbotk]      1     8 882.6972     0.7200000  129.1600        34.42478          34.48521
## INFO  [12:39:54.770] [bbotk]      1     9 888.0267     0.7200000  367.9429        32.29000          32.19481
## INFO  [12:39:54.770] [bbotk]      1     8 918.9850     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:54.770] [bbotk]      1     8 857.1177     0.7127090  129.1600        32.29000          32.81500
## INFO  [12:39:54.770] [bbotk]      8     7 886.0000     0.7200000  129.1600        22.05327          33.03824
## INFO  [12:39:54.770] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          31.00819
## INFO  [12:39:54.770] [bbotk]      1     8 902.3840     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:54.770] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          31.46698
## INFO  [12:39:54.770] [bbotk]      1     8 886.0000     0.7200000  434.5593        33.09263          32.22370
## INFO  [12:39:54.770] [bbotk]      1     3 886.0000     0.7200000  129.1600        32.29000          31.95041
## INFO  [12:39:54.770] [bbotk]      1     8 914.3280     0.7200000  129.1600        32.29000          31.23076
## INFO  [12:39:54.770] [bbotk]     10     8 989.8595     0.7200000  488.4611        32.29000          21.75485
## INFO  [12:39:54.770] [bbotk]  maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO  [12:39:54.770] [bbotk]          33.05000         30.48000 143  NA 2841        0.10      0.00000000
## INFO  [12:39:54.770] [bbotk]          33.05000         28.77264 143  NA 2842        0.00      0.01615946
## INFO  [12:39:54.770] [bbotk]          32.36233         30.48000 143  NA 2843        0.20      0.01875286
## INFO  [12:39:54.770] [bbotk]          33.05000         24.35250 143  NA 2844        0.25      0.08186274
## INFO  [12:39:54.770] [bbotk]          33.05000         30.42112 143  NA 2845        0.15      0.06776788
## INFO  [12:39:54.770] [bbotk]          21.46367         28.61130 143  NA 2846        0.20      0.09047181
## INFO  [12:39:54.770] [bbotk]          27.10910         30.48000 143  NA 2847        0.30      0.10284857
## INFO  [12:39:54.770] [bbotk]          33.05000         30.48000 143  NA 2848        0.10      0.04203054
## INFO  [12:39:54.770] [bbotk]          33.42047         31.11042 143  NA 2849        0.20      0.02072114
## INFO  [12:39:54.770] [bbotk]          36.37563         29.91799 143  NA 2850        0.00      0.08991148
## INFO  [12:39:54.770] [bbotk]          33.87544         30.48000 143  NA 2851        0.10      0.01426029
## INFO  [12:39:54.770] [bbotk]          33.48561         26.86844 143  NA 2852        0.30      0.03095645
## INFO  [12:39:54.770] [bbotk]          36.26199         31.47684 143  NA 2853        0.10      0.17548399
## INFO  [12:39:54.770] [bbotk]          33.46330         27.37884 143  NA 2854        0.20      0.02389868
## INFO  [12:39:54.770] [bbotk]          33.05000         28.76763 143  NA 2855        0.00      0.01442240
## INFO  [12:39:54.770] [bbotk]          33.05000         29.03133 143  NA 2856        0.10      0.01251675
## INFO  [12:39:54.770] [bbotk]          33.05000         30.48000 143  NA 2857        0.10      0.02447928
## INFO  [12:39:54.770] [bbotk]          33.05000         21.40854 143  NA 2858        0.15      0.10782322
## INFO  [12:39:54.770] [bbotk]          31.34490         28.71131 143  NA 2859        0.00      0.03039384
## INFO  [12:39:54.770] [bbotk]          30.10274         29.38370 143  NA 2860        0.00      0.17544602
## INFO  [12:39:54.770] [bbotk]  no_changed dist_train
## INFO  [12:39:54.770] [bbotk]           0 0.15002896
## INFO  [12:39:54.770] [bbotk]           2 0.14906072
## INFO  [12:39:54.770] [bbotk]           3 0.15612784
## INFO  [12:39:54.770] [bbotk]           5 0.19477105
## INFO  [12:39:54.770] [bbotk]           4 0.09813982
## INFO  [12:39:54.770] [bbotk]           5 0.19928664
## INFO  [12:39:54.770] [bbotk]           4 0.14097823
## INFO  [12:39:54.770] [bbotk]           3 0.16383099
## INFO  [12:39:54.770] [bbotk]           5 0.15702613
## INFO  [12:39:54.770] [bbotk]           6 0.17622977
## INFO  [12:39:54.770] [bbotk]           2 0.15522432
## INFO  [12:39:54.770] [bbotk]           4 0.17661127
## INFO  [12:39:54.770] [bbotk]           6 0.26557388
## INFO  [12:39:54.770] [bbotk]           3 0.15792395
## INFO  [12:39:54.770] [bbotk]           2 0.15084827
## INFO  [12:39:54.770] [bbotk]           2 0.15182430
## INFO  [12:39:54.770] [bbotk]           3 0.17450824
## INFO  [12:39:54.770] [bbotk]           3 0.19580820
## INFO  [12:39:54.770] [bbotk]           4 0.13544365
## INFO  [12:39:54.770] [bbotk]           6 0.26657581
## INFO  [12:39:54.989] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:55.169] [bbotk] Result of batch 144:
## INFO  [12:39:55.174] [bbotk]  heatF laneF   pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO  [12:39:55.174] [bbotk]      1     8 983.0258     0.7200000  224.5060        32.29000          32.81500
## INFO  [12:39:55.174] [bbotk]     10     1 906.9228     0.7186962  129.1600        32.29000          32.81500
## INFO  [12:39:55.174] [bbotk]      6     3 972.3063     0.7200000  129.1600        23.42180          31.95041
## INFO  [12:39:55.174] [bbotk]      6     8 886.0000     0.7424637  550.0601        32.29000          30.07599
## INFO  [12:39:55.174] [bbotk]      1     8 886.0000     0.6967895  129.1600        32.07781          31.46698
## INFO  [12:39:55.174] [bbotk]      1     8 925.6124     0.7200000  129.1600        32.29000          31.46698
## INFO  [12:39:55.174] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:55.174] [bbotk]      1     9 988.6313     0.7200000  129.1600        32.29000          29.41167
## INFO  [12:39:55.174] [bbotk]      1     6 886.0000     0.7200000  129.1600        35.12894          24.94225
## INFO  [12:39:55.174] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:55.174] [bbotk]      1     0 886.0000     0.7200000  129.1600        32.29000          30.13218
## INFO  [12:39:55.174] [bbotk]      1     8 900.1402     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:55.174] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:55.174] [bbotk]      4     8 886.0000     0.7200000  129.1600        32.29000          30.92949
## INFO  [12:39:55.174] [bbotk]      1     8 886.0000     0.7148873  432.9325        34.28543          32.81500
## INFO  [12:39:55.174] [bbotk]      1     4 921.4238     0.7200000  129.1600        32.29000          23.39162
## INFO  [12:39:55.174] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          31.95041
## INFO  [12:39:55.174] [bbotk]     11     8 886.0000     0.7200000  129.1600        24.13501          32.19481
## INFO  [12:39:55.174] [bbotk]      1     0 914.6419     0.7200000  129.1600        32.29000          33.27843
## INFO  [12:39:55.174] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          30.02513
## INFO  [12:39:55.174] [bbotk]  maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO  [12:39:55.174] [bbotk]          33.05000         30.48000 144  NA 2861        0.10     0.040281725
## INFO  [12:39:55.174] [bbotk]          33.05000         28.61082 144  NA 2862        0.00     0.134679871
## INFO  [12:39:55.174] [bbotk]          33.05000         30.48000 144  NA 2863        0.00     0.187922847
## INFO  [12:39:55.174] [bbotk]          33.05000         23.62879 144  NA 2864        0.25     0.133634256
## INFO  [12:39:55.174] [bbotk]          30.24284         25.71719 144  NA 2865        0.05     0.042601579
## INFO  [12:39:55.174] [bbotk]          31.12374         30.48000 144  NA 2866        0.10     0.025265673
## INFO  [12:39:55.174] [bbotk]          33.05000         28.77264 144  NA 2867        0.20     0.008591331
## INFO  [12:39:55.174] [bbotk]          31.04335         30.48000 144  NA 2868        0.10     0.114640698
## INFO  [12:39:55.174] [bbotk]          33.05000         30.48000 144  NA 2869        0.05     0.100984434
## INFO  [12:39:55.174] [bbotk]          31.04335         30.48000 144  NA 2870        0.10     0.006252030
## INFO  [12:39:55.174] [bbotk]          33.05000         29.64351 144  NA 2871        0.00     0.073435692
## INFO  [12:39:55.174] [bbotk]          33.05000         30.48000 144  NA 2872        0.05     0.005010704
## INFO  [12:39:55.174] [bbotk]          31.30563         30.48000 144  NA 2873        0.15     0.005434855
## INFO  [12:39:55.174] [bbotk]          37.37506         30.48000 144  NA 2874        0.05     0.079610208
## INFO  [12:39:55.174] [bbotk]          22.91008         30.48000 144  NA 2875        0.25     0.059401487
## INFO  [12:39:55.174] [bbotk]          33.05000         24.67598 144  NA 2876        0.00     0.137122111
## INFO  [12:39:55.174] [bbotk]          35.98134         30.48000 144  NA 2877        0.05     0.012485572
## INFO  [12:39:55.174] [bbotk]          36.41897         22.52637 144  NA 2878        0.25     0.145164544
## INFO  [12:39:55.174] [bbotk]          33.32284         32.17374 144  NA 2879        0.15     0.080142947
## INFO  [12:39:55.174] [bbotk]          30.75184         29.15679 144  NA 2880        0.00     0.024636688
## INFO  [12:39:55.174] [bbotk]  no_changed dist_train
## INFO  [12:39:55.174] [bbotk]           2  0.1791090
## INFO  [12:39:55.174] [bbotk]           5  0.1624239
## INFO  [12:39:55.174] [bbotk]           5  0.2751001
## INFO  [12:39:55.174] [bbotk]           5  0.2604301
## INFO  [12:39:55.174] [bbotk]           5  0.1571518
## INFO  [12:39:55.174] [bbotk]           3  0.1416355
## INFO  [12:39:55.174] [bbotk]           1  0.1553998
## INFO  [12:39:55.174] [bbotk]           4  0.1996825
## INFO  [12:39:55.174] [bbotk]           3  0.1921899
## INFO  [12:39:55.174] [bbotk]           1  0.1562810
## INFO  [12:39:55.174] [bbotk]           3  0.1614207
## INFO  [12:39:55.174] [bbotk]           1  0.1536222
## INFO  [12:39:55.174] [bbotk]           1  0.1554638
## INFO  [12:39:55.174] [bbotk]           3  0.2260660
## INFO  [12:39:55.174] [bbotk]           4  0.2083628
## INFO  [12:39:55.174] [bbotk]           4  0.1431368
## INFO  [12:39:55.174] [bbotk]           2  0.1589414
## INFO  [12:39:55.174] [bbotk]           5  0.2684361
## INFO  [12:39:55.174] [bbotk]           5  0.1690613
## INFO  [12:39:55.174] [bbotk]           3  0.1403160
## INFO  [12:39:55.389] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:55.518] [bbotk] Result of batch 145:
## INFO  [12:39:55.523] [bbotk]  heatF laneF   pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO  [12:39:55.523] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:55.523] [bbotk]      1     7 886.0000     0.7200000  129.1600        32.29000          30.58445
## INFO  [12:39:55.523] [bbotk]      1     8 902.3840     0.7229986  129.1600        32.29000          32.81500
## INFO  [12:39:55.523] [bbotk]      1     1 886.0000     0.7200000  585.2440        33.06109          32.19481
## INFO  [12:39:55.523] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          31.95041
## INFO  [12:39:55.523] [bbotk]      1     8 937.6134     0.7798507  128.2531        32.29000          32.84568
## INFO  [12:39:55.523] [bbotk]      1     8 886.6693     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:55.523] [bbotk]      7     8 914.8064     0.7200000  969.1288        30.66284          32.81500
## INFO  [12:39:55.523] [bbotk]      1     8 907.3572     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:55.523] [bbotk]      8     8 986.6108     0.7200000  418.9964        32.29000          26.23466
## INFO  [12:39:55.523] [bbotk]      1     4 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:55.523] [bbotk]      1     8 886.0000     0.7200000  496.6548        32.29000          33.83357
## INFO  [12:39:55.523] [bbotk]      1     8 886.0000     0.7200000  129.1600        21.99382          32.81500
## INFO  [12:39:55.523] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:55.523] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:55.523] [bbotk]      1     8 906.9228     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:55.523] [bbotk]      1     8 886.0000     0.7200000  129.1600        21.79132          31.46698
## INFO  [12:39:55.523] [bbotk]      1     8 916.9584     0.7200000  129.1600        32.29000          31.53990
## INFO  [12:39:55.523] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          31.95041
## INFO  [12:39:55.523] [bbotk]      1     8 886.0000     0.7200000  296.6543        33.24022          31.46698
## INFO  [12:39:55.523] [bbotk]  maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO  [12:39:55.523] [bbotk]          33.05000         29.16330 145  NA 2881        0.15     0.006625587
## INFO  [12:39:55.523] [bbotk]          33.05000         30.48000 145  NA 2882        0.00     0.067472750
## INFO  [12:39:55.523] [bbotk]          25.29738         30.48000 145  NA 2883        0.30     0.030450269
## INFO  [12:39:55.523] [bbotk]          33.05000         27.68454 145  NA 2884        0.00     0.106676273
## INFO  [12:39:55.523] [bbotk]          33.05000         28.87404 145  NA 2885        0.10     0.011433657
## INFO  [12:39:55.523] [bbotk]          33.05000         29.91799 145  NA 2886        0.10     0.031072282
## INFO  [12:39:55.523] [bbotk]          33.05000         29.25030 145  NA 2887        0.15     0.006424982
## INFO  [12:39:55.523] [bbotk]          31.04335         23.09086 145  NA 2888        0.10     0.171108312
## INFO  [12:39:55.523] [bbotk]          33.05000         28.77264 145  NA 2889        0.00     0.016159456
## INFO  [12:39:55.523] [bbotk]          33.05000         30.55699 145  NA 2890        0.10     0.138313748
## INFO  [12:39:55.523] [bbotk]          33.05000         30.48000 145  NA 2891        0.05     0.058823529
## INFO  [12:39:55.523] [bbotk]          31.30563         30.48000 145  NA 2892        0.10     0.032124280
## INFO  [12:39:55.523] [bbotk]          24.29156         29.03133 145  NA 2893        0.25     0.076769276
## INFO  [12:39:55.523] [bbotk]          33.05000         30.48000 145  NA 2894        0.10     0.000000000
## INFO  [12:39:55.523] [bbotk]          33.05000         30.48000 145  NA 2895        0.10     0.000000000
## INFO  [12:39:55.523] [bbotk]          33.05000         30.48000 145  NA 2896        0.05     0.007414174
## INFO  [12:39:55.523] [bbotk]          33.05000         29.03133 145  NA 2897        0.10     0.055537954
## INFO  [12:39:55.523] [bbotk]          31.20504         30.48000 145  NA 2898        0.10     0.021663012
## INFO  [12:39:55.523] [bbotk]          33.05000         28.87404 145  NA 2899        0.10     0.011433657
## INFO  [12:39:55.523] [bbotk]          33.05000         29.03133 145  NA 2900        0.10     0.026774710
## INFO  [12:39:55.523] [bbotk]  no_changed dist_train
## INFO  [12:39:55.523] [bbotk]           1  0.1534341
## INFO  [12:39:55.523] [bbotk]           2  0.1586782
## INFO  [12:39:55.523] [bbotk]           3  0.1694708
## INFO  [12:39:55.523] [bbotk]           5  0.1358377
## INFO  [12:39:55.523] [bbotk]           2  0.1529074
## INFO  [12:39:55.523] [bbotk]           5  0.1641312
## INFO  [12:39:55.523] [bbotk]           2  0.1527591
## INFO  [12:39:55.523] [bbotk]           6  0.2728908
## INFO  [12:39:55.523] [bbotk]           2  0.1490607
## INFO  [12:39:55.523] [bbotk]           5  0.2541855
## INFO  [12:39:55.523] [bbotk]           1  0.1384919
## INFO  [12:39:55.523] [bbotk]           3  0.1815328
## INFO  [12:39:55.523] [bbotk]           3  0.1928661
## INFO  [12:39:55.523] [bbotk]           0  0.1500290
## INFO  [12:39:55.523] [bbotk]           0  0.1500290
## INFO  [12:39:55.523] [bbotk]           1  0.1560257
## INFO  [12:39:55.523] [bbotk]           3  0.1748894
## INFO  [12:39:55.523] [bbotk]           3  0.1426780
## INFO  [12:39:55.523] [bbotk]           2  0.1529074
## INFO  [12:39:55.523] [bbotk]           4  0.1660823
## INFO  [12:39:55.716] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:55.864] [bbotk] Result of batch 146:
## INFO  [12:39:55.869] [bbotk]  heatF laneF    pointP reactiontimeP swimtimeP mediaParcialesP
## INFO  [12:39:55.869] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:55.869] [bbotk]      1     8  862.4836     0.7200000  129.1600        32.29000
## INFO  [12:39:55.869] [bbotk]      1     8  916.8092     0.7200000  129.1600        32.29000
## INFO  [12:39:55.869] [bbotk]      1     8  899.5482     0.7200000  129.1600        32.29000
## INFO  [12:39:55.869] [bbotk]      1     8  886.6824     0.7200000  129.1600        32.29000
## INFO  [12:39:55.869] [bbotk]      1     1  903.8047     0.7200000  129.1600        32.29000
## INFO  [12:39:55.869] [bbotk]      3     8  886.0000     0.7200000  624.9864        32.29000
## INFO  [12:39:55.869] [bbotk]      1     8  914.8064     0.7055767  129.1600        28.98144
## INFO  [12:39:55.869] [bbotk]      1     8  886.0000     0.7379216  129.1600        21.76013
## INFO  [12:39:55.869] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:55.869] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.88121
## INFO  [12:39:55.869] [bbotk]     10     8  860.2532     0.7200000  817.6472        32.29000
## INFO  [12:39:55.869] [bbotk]      9     8 1000.7289     0.7434315  932.8836        32.29000
## INFO  [12:39:55.869] [bbotk]      1     3  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:55.869] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:55.869] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:55.869] [bbotk]      1     8  886.0000     0.7153767  129.1600        32.29000
## INFO  [12:39:55.869] [bbotk]      1     8  907.3572     0.7200000  129.1600        32.29000
## INFO  [12:39:55.869] [bbotk]     10     8  904.3641     0.7200000  129.1600        24.14260
## INFO  [12:39:55.869] [bbotk]      3     1  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:55.869] [bbotk]  medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO  [12:39:55.869] [bbotk]           32.81500         32.26475         30.48000 146  NA 2901        0.15
## INFO  [12:39:55.869] [bbotk]           30.12102         30.90836         28.60628 146  NA 2902        0.05
## INFO  [12:39:55.869] [bbotk]           32.81500         33.05000         28.88033 146  NA 2903        0.05
## INFO  [12:39:55.869] [bbotk]           32.81500         33.05000         28.98649 146  NA 2904        0.00
## INFO  [12:39:55.869] [bbotk]           32.81500         33.05000         29.03201 146  NA 2905        0.20
## INFO  [12:39:55.869] [bbotk]           27.72281         33.05000         28.44324 146  NA 2906        0.00
## INFO  [12:39:55.869] [bbotk]           32.81500         30.75184         30.48000 146  NA 2907        0.05
## INFO  [12:39:55.869] [bbotk]           22.86610         33.05000         29.03133 146  NA 2908        0.00
## INFO  [12:39:55.869] [bbotk]           32.81500         33.05000         28.00260 146  NA 2909        0.25
## INFO  [12:39:55.869] [bbotk]           32.81500         33.05000         30.00877 146  NA 2910        0.10
## INFO  [12:39:55.869] [bbotk]           32.81500         34.52226         27.96108 146  NA 2911        0.25
## INFO  [12:39:55.869] [bbotk]           32.81500         33.05000         24.67598 146  NA 2912        0.20
## INFO  [12:39:55.869] [bbotk]           35.63252         33.05000         29.91799 146  NA 2913        0.25
## INFO  [12:39:55.869] [bbotk]           32.81500         33.05000         30.48000 146  NA 2914        0.00
## INFO  [12:39:55.869] [bbotk]           34.81449         31.40117         30.43502 146  NA 2915        0.20
## INFO  [12:39:55.869] [bbotk]           32.81500         33.05000         28.76763 146  NA 2916        0.20
## INFO  [12:39:55.869] [bbotk]           27.60265         33.05000         30.48000 146  NA 2917        0.10
## INFO  [12:39:55.869] [bbotk]           32.81500         33.05000         28.77264 146  NA 2918        0.00
## INFO  [12:39:55.869] [bbotk]           32.81500         31.30563         30.48000 146  NA 2919        0.10
## INFO  [12:39:55.869] [bbotk]           32.81500         33.05000         31.45652 146  NA 2920        0.25
## INFO  [12:39:55.869] [bbotk]  dist_x_interest no_changed dist_train
## INFO  [12:39:55.869] [bbotk]      0.002446562          1  0.1524755
## INFO  [12:39:55.869] [bbotk]      0.034880537          4  0.1486804
## INFO  [12:39:55.869] [bbotk]      0.018966942          2  0.1453741
## INFO  [12:39:55.869] [bbotk]      0.012316193          2  0.1520249
## INFO  [12:39:55.869] [bbotk]      0.007528031          2  0.1538529
## INFO  [12:39:55.869] [bbotk]      0.095127230          4  0.1228712
## INFO  [12:39:55.869] [bbotk]      0.096664458          3  0.2466934
## INFO  [12:39:55.869] [bbotk]      0.071989972          5  0.1537110
## INFO  [12:39:55.869] [bbotk]      0.058543552          3  0.1866249
## INFO  [12:39:55.869] [bbotk]      0.002371227          1  0.1491797
## INFO  [12:39:55.869] [bbotk]      0.019684757          3  0.1662440
## INFO  [12:39:55.869] [bbotk]      0.139754783          4  0.2865633
## INFO  [12:39:55.869] [bbotk]      0.166793326          6  0.2999645
## INFO  [12:39:55.869] [bbotk]      0.058823529          1  0.1500290
## INFO  [12:39:55.869] [bbotk]      0.013116752          3  0.1620727
## INFO  [12:39:55.869] [bbotk]      0.008616573          1  0.1554251
## INFO  [12:39:55.869] [bbotk]      0.020966972          2  0.1608416
## INFO  [12:39:55.869] [bbotk]      0.016159456          2  0.1490607
## INFO  [12:39:55.869] [bbotk]      0.104152034          4  0.2246523
## INFO  [12:39:55.869] [bbotk]      0.122560874          3  0.1549428
## INFO  [12:39:56.056] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:56.209] [bbotk] Result of batch 147:
## INFO  [12:39:56.217] [bbotk]  heatF laneF    pointP reactiontimeP swimtimeP mediaParcialesP
## INFO  [12:39:56.217] [bbotk]      1     7  905.8899     0.7200000 129.16000        32.29000
## INFO  [12:39:56.217] [bbotk]      1     8  955.4249     0.7657360 504.15577        32.29000
## INFO  [12:39:56.217] [bbotk]      1     8  945.8889     0.7200000 129.16000        23.28510
## INFO  [12:39:56.217] [bbotk]      3     8  886.0000     0.7337566 129.16000        32.29000
## INFO  [12:39:56.217] [bbotk]      1     9  923.2281     0.7200000 107.43295        32.29000
## INFO  [12:39:56.217] [bbotk]      1     8  914.8064     0.7200000 311.87519        31.18388
## INFO  [12:39:56.217] [bbotk]      1     8  914.8064     0.7200000 129.16000        32.29000
## INFO  [12:39:56.217] [bbotk]      1     8 1004.3013     0.7635631  99.36524        32.29000
## INFO  [12:39:56.217] [bbotk]      1     0  875.2964     0.6893263 129.16000        32.29000
## INFO  [12:39:56.217] [bbotk]      1     8  886.0000     0.7200000 129.16000        32.29000
## INFO  [12:39:56.217] [bbotk]      1     8 1009.8115     0.7200000 129.16000        23.75547
## INFO  [12:39:56.217] [bbotk]      1     8  886.0000     0.7200000 129.16000        32.29000
## INFO  [12:39:56.217] [bbotk]      1     8  886.0000     0.7208742 129.16000        26.42480
## INFO  [12:39:56.217] [bbotk]      4     8  886.0000     0.6983000 129.16000        32.29000
## INFO  [12:39:56.217] [bbotk]     11     8  886.0000     0.7206820 129.16000        23.77259
## INFO  [12:39:56.217] [bbotk]      1     8  886.0000     0.7364805 129.16000        32.29000
## INFO  [12:39:56.217] [bbotk]      1     6  886.0000     0.7200000 129.16000        32.29000
## INFO  [12:39:56.217] [bbotk]      1     2  904.5723     0.7200000 389.43339        32.29000
## INFO  [12:39:56.217] [bbotk]      1     8  880.4995     0.7200000 129.16000        32.29000
## INFO  [12:39:56.217] [bbotk]      1     8  886.0000     0.7200000 129.16000        32.29000
## INFO  [12:39:56.217] [bbotk]  medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO  [12:39:56.217] [bbotk]           32.81500         27.69963         30.48000 147  NA 2921        0.25
## INFO  [12:39:56.217] [bbotk]           32.19481         33.05000         29.42128 147  NA 2922        0.00
## INFO  [12:39:56.217] [bbotk]           32.81500         33.05000         30.54382 147  NA 2923        0.10
## INFO  [12:39:56.217] [bbotk]           22.13088         33.05000         30.48000 147  NA 2924        0.10
## INFO  [12:39:56.217] [bbotk]           32.81500         33.05000         28.77264 147  NA 2925        0.10
## INFO  [12:39:56.217] [bbotk]           32.81500         31.04335         29.03133 147  NA 2926        0.00
## INFO  [12:39:56.217] [bbotk]           31.46698         33.05000         30.48000 147  NA 2927        0.05
## INFO  [12:39:56.217] [bbotk]           24.07278         23.97302         31.90852 147  NA 2928        0.20
## INFO  [12:39:56.217] [bbotk]           32.81500         33.05000         30.48000 147  NA 2929        0.05
## INFO  [12:39:56.217] [bbotk]           32.81500         36.90579         22.08092 147  NA 2930        0.25
## INFO  [12:39:56.217] [bbotk]           32.81500         33.05000         30.48000 147  NA 2931        0.10
## INFO  [12:39:56.217] [bbotk]           34.67874         37.81461         29.25030 147  NA 2932        0.30
## INFO  [12:39:56.217] [bbotk]           34.61636         28.36813         28.87404 147  NA 2933        0.25
## INFO  [12:39:56.217] [bbotk]           32.81500         33.05000         30.48000 147  NA 2934        0.10
## INFO  [12:39:56.217] [bbotk]           30.79792         22.20849         30.48000 147  NA 2935        0.20
## INFO  [12:39:56.217] [bbotk]           32.81500         31.08679         28.04302 147  NA 2936        0.25
## INFO  [12:39:56.217] [bbotk]           32.81500         31.08713         29.75466 147  NA 2937        0.10
## INFO  [12:39:56.217] [bbotk]           24.27087         22.36070         30.48000 147  NA 2938        0.20
## INFO  [12:39:56.217] [bbotk]           32.81500         33.05000         28.77264 147  NA 2939        0.20
## INFO  [12:39:56.217] [bbotk]           31.46698         33.05000         29.03133 147  NA 2940        0.10
## INFO  [12:39:56.217] [bbotk]  dist_x_interest no_changed dist_train
## INFO  [12:39:56.217] [bbotk]       0.08254158          3  0.1723296
## INFO  [12:39:56.217] [bbotk]       0.06301073          5  0.1863733
## INFO  [12:39:56.217] [bbotk]       0.05844335          3  0.1773144
## INFO  [12:39:56.217] [bbotk]       0.10250031          3  0.2438858
## INFO  [12:39:56.217] [bbotk]       0.08195138          4  0.1685041
## INFO  [12:39:56.217] [bbotk]       0.03958809          5  0.1473650
## INFO  [12:39:56.217] [bbotk]       0.01543492          2  0.1489061
## INFO  [12:39:56.217] [bbotk]       0.12025087          6  0.2187264
## INFO  [12:39:56.217] [bbotk]       0.06762849          3  0.1588339
## INFO  [12:39:56.217] [bbotk]       0.05427706          2  0.2007329
## INFO  [12:39:56.217] [bbotk]       0.07884622          2  0.1977173
## INFO  [12:39:56.217] [bbotk]       0.02825956          3  0.1689765
## INFO  [12:39:56.217] [bbotk]       0.05383031          5  0.1683441
## INFO  [12:39:56.217] [bbotk]       0.06236928          2  0.2123982
## INFO  [12:39:56.217] [bbotk]       0.13543727          5  0.2504703
## INFO  [12:39:56.217] [bbotk]       0.02107232          3  0.1568765
## INFO  [12:39:56.217] [bbotk]       0.06858906          3  0.1565740
## INFO  [12:39:56.217] [bbotk]       0.14794496          5  0.2255097
## INFO  [12:39:56.217] [bbotk]       0.01054050          2  0.1573490
## INFO  [12:39:56.217] [bbotk]       0.01251675          2  0.1518243
## INFO  [12:39:56.448] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:56.577] [bbotk] Result of batch 148:
## INFO  [12:39:56.582] [bbotk]  heatF laneF    pointP reactiontimeP swimtimeP mediaParcialesP
## INFO  [12:39:56.582] [bbotk]      1     8  926.5897     0.6733032  129.1600        32.29000
## INFO  [12:39:56.582] [bbotk]      1     8  902.3840     0.7200000  129.1600        32.29000
## INFO  [12:39:56.582] [bbotk]      1     8  888.1407     0.7200000  129.1600        32.29000
## INFO  [12:39:56.582] [bbotk]      1     8  905.5552     0.7200000  212.5029        32.29000
## INFO  [12:39:56.582] [bbotk]      1     8  886.0000     0.7391140  129.1600        32.29000
## INFO  [12:39:56.582] [bbotk]      1     8  978.4697     0.7200000  129.1600        32.29000
## INFO  [12:39:56.582] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:56.582] [bbotk]      6     8  900.6541     0.7200000  129.1600        32.29000
## INFO  [12:39:56.582] [bbotk]      1     8  886.0000     0.6881779  129.1600        26.27535
## INFO  [12:39:56.582] [bbotk]      1     1  906.8981     0.7340986  129.1600        32.29000
## INFO  [12:39:56.582] [bbotk]      8     8 1015.9701     0.7304195  548.5276        32.29000
## INFO  [12:39:56.582] [bbotk]      1     4  913.0540     0.7200000  129.1600        32.29000
## INFO  [12:39:56.582] [bbotk]      8     3  886.0000     0.7197129  129.1600        24.75895
## INFO  [12:39:56.582] [bbotk]      1     8  994.6677     0.7200000  129.1600        28.83352
## INFO  [12:39:56.582] [bbotk]      1     8  877.7889     0.7200000  129.1600        32.29000
## INFO  [12:39:56.582] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:56.582] [bbotk]      1     0  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:56.582] [bbotk]      1     8  914.7628     0.7200000  129.1600        32.29000
## INFO  [12:39:56.582] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:56.582] [bbotk]      1     3  886.0000     0.7269173  440.6892        32.29000
## INFO  [12:39:56.582] [bbotk]  medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO  [12:39:56.582] [bbotk]           32.81500         33.05000         30.48000 148  NA 2941        0.15
## INFO  [12:39:56.582] [bbotk]           32.81500         33.05000         30.48000 148  NA 2942        0.05
## INFO  [12:39:56.582] [bbotk]           31.27081         33.05000         30.48000 148  NA 2943        0.05
## INFO  [12:39:56.582] [bbotk]           27.19036         35.50171         29.00154 148  NA 2944        0.00
## INFO  [12:39:56.582] [bbotk]           32.81500         33.05000         30.23172 148  NA 2945        0.15
## INFO  [12:39:56.582] [bbotk]           32.81500         34.84412         29.25030 148  NA 2946        0.05
## INFO  [12:39:56.582] [bbotk]           32.81500         33.05000         22.50560 148  NA 2947        0.20
## INFO  [12:39:56.582] [bbotk]           33.29410         33.05000         30.48000 148  NA 2948        0.05
## INFO  [12:39:56.582] [bbotk]           32.04867         26.96640         30.48000 148  NA 2949        0.20
## INFO  [12:39:56.582] [bbotk]           32.03465         22.91699         30.48000 148  NA 2950        0.15
## INFO  [12:39:56.582] [bbotk]           32.81500         33.05000         30.48000 148  NA 2951        0.05
## INFO  [12:39:56.582] [bbotk]           32.81500         27.17423         25.03699 148  NA 2952        0.20
## INFO  [12:39:56.582] [bbotk]           34.67873         23.50500         30.48000 148  NA 2953        0.30
## INFO  [12:39:56.582] [bbotk]           32.81500         36.71406         30.69465 148  NA 2954        0.15
## INFO  [12:39:56.582] [bbotk]           31.53990         34.35806         25.04438 148  NA 2955        0.25
## INFO  [12:39:56.582] [bbotk]           31.46698         31.04335         29.03133 148  NA 2956        0.00
## INFO  [12:39:56.582] [bbotk]           32.81500         31.45629         28.87749 148  NA 2957        0.20
## INFO  [12:39:56.582] [bbotk]           32.81500         33.05000         29.05443 148  NA 2958        0.05
## INFO  [12:39:56.582] [bbotk]           32.81500         31.30563         30.48000 148  NA 2959        0.15
## INFO  [12:39:56.582] [bbotk]           32.81500         33.05000         30.48000 148  NA 2960        0.00
## INFO  [12:39:56.582] [bbotk]  dist_x_interest no_changed dist_train
## INFO  [12:39:56.582] [bbotk]      0.022013495          2  0.1455803
## INFO  [12:39:56.582] [bbotk]      0.005805826          1  0.1544174
## INFO  [12:39:56.582] [bbotk]      0.006746370          2  0.1553579
## INFO  [12:39:56.582] [bbotk]      0.048975055          5  0.1616224
## INFO  [12:39:56.582] [bbotk]      0.004372551          2  0.1486348
## INFO  [12:39:56.582] [bbotk]      0.044545116          3  0.1709967
## INFO  [12:39:56.582] [bbotk]      0.040126808          1  0.1869353
## INFO  [12:39:56.582] [bbotk]      0.065874084          3  0.2138652
## INFO  [12:39:56.582] [bbotk]      0.051772283          4  0.1661059
## INFO  [12:39:56.582] [bbotk]      0.103129472          5  0.1308260
## INFO  [12:39:56.582] [bbotk]      0.132531620          4  0.2713588
## INFO  [12:39:56.582] [bbotk]      0.114106172          4  0.1310369
## INFO  [12:39:56.582] [bbotk]      0.185520249          6  0.2758594
## INFO  [12:39:56.582] [bbotk]      0.065167265          4  0.1840383
## INFO  [12:39:56.582] [bbotk]      0.039281276          4  0.1774301
## INFO  [12:39:56.582] [bbotk]      0.018768776          3  0.1455723
## INFO  [12:39:56.582] [bbotk]      0.071852730          3  0.1598377
## INFO  [12:39:56.582] [bbotk]      0.017365746          2  0.1469753
## INFO  [12:39:56.582] [bbotk]      0.005434855          1  0.1554638
## INFO  [12:39:56.582] [bbotk]      0.079230557          3  0.1681754
## INFO  [12:39:56.792] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:56.918] [bbotk] Result of batch 149:
## INFO  [12:39:56.923] [bbotk]  heatF laneF   pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO  [12:39:56.923] [bbotk]      1     3 877.2603     0.7406419  129.1600        32.29000          32.81500
## INFO  [12:39:56.923] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.90957          32.81500
## INFO  [12:39:56.923] [bbotk]      1     8 907.6416     0.7200000  129.1600        32.29000          32.27083
## INFO  [12:39:56.923] [bbotk]      1     9 886.0000     0.7054469  129.1600        32.29000          32.79788
## INFO  [12:39:56.923] [bbotk]      1     8 867.7562     0.7200000  129.1600        32.29000          31.54335
## INFO  [12:39:56.923] [bbotk]      1     8 886.0000     0.7418382  129.1600        32.29000          32.81500
## INFO  [12:39:56.923] [bbotk]      9     8 889.9144     0.7200000  129.1600        26.96062          32.81500
## INFO  [12:39:56.923] [bbotk]      1     3 886.0000     0.7438728  104.3169        32.29000          34.53930
## INFO  [12:39:56.923] [bbotk]      1     8 914.8064     0.7200000  129.1600        32.29000          31.46698
## INFO  [12:39:56.923] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:56.923] [bbotk]      1     8 956.1617     0.7769178  129.1600        32.29000          29.43679
## INFO  [12:39:56.923] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:56.923] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:56.923] [bbotk]      1     4 886.0000     0.7200000  129.1600        32.29000          26.80853
## INFO  [12:39:56.923] [bbotk]      1     8 886.0000     0.7228466  129.1600        34.79610          32.81500
## INFO  [12:39:56.923] [bbotk]      1     8 908.5778     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:56.923] [bbotk]      1     8 886.0000     0.7200000  129.1600        33.61842          32.81500
## INFO  [12:39:56.923] [bbotk]     10     8 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:56.923] [bbotk]      1     8 899.5482     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:56.923] [bbotk]      1     8 886.0000     0.7154128  129.1600        32.29000          32.81500
## INFO  [12:39:56.923] [bbotk]  maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO  [12:39:56.923] [bbotk]          33.05000         28.95640 149  NA 2961        0.15    0.0729600687
## INFO  [12:39:56.923] [bbotk]          33.05000         32.43692 149  NA 2962        0.20    0.0123859887
## INFO  [12:39:56.923] [bbotk]          33.05000         30.48000 149  NA 2963        0.05    0.0097789848
## INFO  [12:39:56.923] [bbotk]          33.05000         30.48000 149  NA 2964        0.10    0.0612678613
## INFO  [12:39:56.923] [bbotk]          33.05000         29.20914 149  NA 2965        0.10    0.0177907262
## INFO  [12:39:56.923] [bbotk]          33.05000         28.99316 149  NA 2966        0.25    0.0110500328
## INFO  [12:39:56.923] [bbotk]          33.05000         29.03133 149  NA 2967        0.20    0.0893388611
## INFO  [12:39:56.923] [bbotk]          33.05000         30.48000 149  NA 2968        0.25    0.0709477365
## INFO  [12:39:56.923] [bbotk]          33.05000         29.03133 149  NA 2969        0.00    0.0227245432
## INFO  [12:39:56.923] [bbotk]          33.05000         30.48000 149  NA 2970        0.10    0.0000000000
## INFO  [12:39:56.923] [bbotk]          33.05000         23.09058 149  NA 2971        0.15    0.0844453677
## INFO  [12:39:56.923] [bbotk]          33.05000         28.02716 149  NA 2972        0.20    0.0123425593
## INFO  [12:39:56.923] [bbotk]          33.05000         29.62452 149  NA 2973        0.10    0.0043047400
## INFO  [12:39:56.923] [bbotk]          33.05000         30.48000 149  NA 2974        0.05    0.0821143640
## INFO  [12:39:56.923] [bbotk]          28.58551         30.48000 149  NA 2975        0.25    0.0246443583
## INFO  [12:39:56.923] [bbotk]          32.40193         28.75591 149  NA 2976        0.05    0.0186953469
## INFO  [12:39:56.923] [bbotk]          33.05000         30.48000 149  NA 2977        0.15    0.0054435687
## INFO  [12:39:56.923] [bbotk]          33.05000         28.76763 149  NA 2978        0.20    0.0674401022
## INFO  [12:39:56.923] [bbotk]          33.05000         28.98649 149  NA 2979        0.00    0.0123161931
## INFO  [12:39:56.923] [bbotk]          33.05000         30.48000 149  NA 2980        0.10    0.0007495475
## INFO  [12:39:56.923] [bbotk]  no_changed dist_train
## INFO  [12:39:56.923] [bbotk]           4  0.1576771
## INFO  [12:39:56.923] [bbotk]           2  0.1620582
## INFO  [12:39:56.923] [bbotk]           2  0.1545621
## INFO  [12:39:56.923] [bbotk]           3  0.1524733
## INFO  [12:39:56.923] [bbotk]           3  0.1594800
## INFO  [12:39:56.923] [bbotk]           2  0.1545906
## INFO  [12:39:56.923] [bbotk]           4  0.2163703
## INFO  [12:39:56.923] [bbotk]           4  0.1582499
## INFO  [12:39:56.923] [bbotk]           3  0.1416165
## INFO  [12:39:56.923] [bbotk]           0  0.1500290
## INFO  [12:39:56.923] [bbotk]           4  0.1840135
## INFO  [12:39:56.923] [bbotk]           1  0.1591511
## INFO  [12:39:56.923] [bbotk]           1  0.1511132
## INFO  [12:39:56.923] [bbotk]           2  0.1435157
## INFO  [12:39:56.923] [bbotk]           3  0.1737431
## INFO  [12:39:56.923] [bbotk]           3  0.1466933
## INFO  [12:39:56.923] [bbotk]           1  0.1554725
## INFO  [12:39:56.923] [bbotk]           2  0.2142486
## INFO  [12:39:56.923] [bbotk]           2  0.1520249
## INFO  [12:39:56.923] [bbotk]           1  0.1507785
## INFO  [12:39:57.117] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:57.253] [bbotk] Result of batch 150:
## INFO  [12:39:57.258] [bbotk]  heatF laneF   pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO  [12:39:57.258] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          32.34175
## INFO  [12:39:57.258] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:57.258] [bbotk]      1     8 919.2601     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:57.258] [bbotk]      1     8 907.3572     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:57.258] [bbotk]      4     8 912.8001     0.7396369  129.1600        27.48112          32.17517
## INFO  [12:39:57.258] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          31.36188
## INFO  [12:39:57.258] [bbotk]      3     8 886.0000     0.7200000  129.1600        32.29000          31.95041
## INFO  [12:39:57.258] [bbotk]      1     3 899.8214     0.7117319  119.2312        27.34198          29.84211
## INFO  [12:39:57.258] [bbotk]      1     8 892.1441     0.7200000  129.1600        32.29000          32.34802
## INFO  [12:39:57.258] [bbotk]      1     8 898.4564     0.6947214  129.1600        34.04595          32.74881
## INFO  [12:39:57.258] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          30.47807
## INFO  [12:39:57.258] [bbotk]      1     3 911.0613     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:57.258] [bbotk]      1     8 914.8064     0.7200000  129.1600        32.02090          25.31743
## INFO  [12:39:57.258] [bbotk]      1     8 899.5482     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:57.258] [bbotk]      1     8 888.7378     0.7673329  129.1600        32.29000          33.04007
## INFO  [12:39:57.258] [bbotk]      1     8 914.9928     0.7200000  129.1600        32.29000          32.81199
## INFO  [12:39:57.258] [bbotk]      1     8 879.6817     0.7200000  129.1600        33.19609          27.17424
## INFO  [12:39:57.258] [bbotk]      1     8 902.3840     0.7060374  129.1600        31.46025          32.81500
## INFO  [12:39:57.258] [bbotk]      1     8 906.9228     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:57.258] [bbotk]      1     8 886.0000     0.7200000  576.6038        32.29000          30.92949
## INFO  [12:39:57.258] [bbotk]  maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO  [12:39:57.258] [bbotk]          33.05000         24.02075 150  NA 2981        0.25     0.034337753
## INFO  [12:39:57.258] [bbotk]          33.05000         30.48000 150  NA 2982        0.10     0.000000000
## INFO  [12:39:57.258] [bbotk]          33.05000         30.48000 150  NA 2983        0.10     0.011786014
## INFO  [12:39:57.258] [bbotk]          33.05000         28.77264 150  NA 2984        0.00     0.016159456
## INFO  [12:39:57.258] [bbotk]          33.05000         28.99942 150  NA 2985        0.00     0.101165926
## INFO  [12:39:57.258] [bbotk]          33.05000         30.48000 150  NA 2986        0.05     0.005634632
## INFO  [12:39:57.258] [bbotk]          33.05000         30.48000 150  NA 2987        0.05     0.062176075
## INFO  [12:39:57.258] [bbotk]          33.50102         30.48000 150  NA 2988        0.00     0.098895477
## INFO  [12:39:57.258] [bbotk]          32.64901         29.75031 150  NA 2989        0.00     0.008909063
## INFO  [12:39:57.258] [bbotk]          31.43260         29.90821 150  NA 2990        0.00     0.023913124
## INFO  [12:39:57.258] [bbotk]          33.05000         23.87387 150  NA 2991        0.20     0.042303468
## INFO  [12:39:57.258] [bbotk]          33.05000         30.66064 150  NA 2992        0.10     0.068613187
## INFO  [12:39:57.258] [bbotk]          33.05000         30.48000 150  NA 2993        0.10     0.040383240
## INFO  [12:39:57.258] [bbotk]          33.05000         30.48000 150  NA 2994        0.05     0.004800914
## INFO  [12:39:57.258] [bbotk]          36.36768         25.38459 150  NA 2995        0.20     0.045553687
## INFO  [12:39:57.258] [bbotk]          34.09264         28.99552 150  NA 2996        0.05     0.021003860
## INFO  [12:39:57.258] [bbotk]          24.70424         28.98649 150  NA 2997        0.20     0.061342373
## INFO  [12:39:57.258] [bbotk]          33.05000         30.48000 150  NA 2998        0.05     0.011487440
## INFO  [12:39:57.258] [bbotk]          33.05000         28.61082 150  NA 2999        0.00     0.016819776
## INFO  [12:39:57.258] [bbotk]          33.05000         29.35330 150  NA 3000        0.00     0.040667654
## INFO  [12:39:57.258] [bbotk]  no_changed dist_train
## INFO  [12:39:57.258] [bbotk]           2  0.1787051
## INFO  [12:39:57.258] [bbotk]           0  0.1500290
## INFO  [12:39:57.258] [bbotk]           1  0.1525550
## INFO  [12:39:57.258] [bbotk]           2  0.1490607
## INFO  [12:39:57.258] [bbotk]           6  0.2066947
## INFO  [12:39:57.258] [bbotk]           1  0.1556636
## INFO  [12:39:57.258] [bbotk]           2  0.2122050
## INFO  [12:39:57.258] [bbotk]           7  0.1818266
## INFO  [12:39:57.258] [bbotk]           4  0.1543001
## INFO  [12:39:57.258] [bbotk]           6  0.1548188
## INFO  [12:39:57.258] [bbotk]           2  0.1722176
## INFO  [12:39:57.258] [bbotk]           3  0.1584012
## INFO  [12:39:57.258] [bbotk]           3  0.1591478
## INFO  [12:39:57.258] [bbotk]           1  0.1534124
## INFO  [12:39:57.258] [bbotk]           5  0.1868071
## INFO  [12:39:57.258] [bbotk]           4  0.1498342
## INFO  [12:39:57.258] [bbotk]           5  0.1739885
## INFO  [12:39:57.258] [bbotk]           3  0.1528536
## INFO  [12:39:57.258] [bbotk]           2  0.1500289
## INFO  [12:39:57.258] [bbotk]           3  0.1790471
## INFO  [12:39:57.467] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:57.614] [bbotk] Result of batch 151:
## INFO  [12:39:57.619] [bbotk]  heatF laneF   pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO  [12:39:57.619] [bbotk]      1     7 886.0000     0.7200000 129.16000        32.29000          28.70379
## INFO  [12:39:57.619] [bbotk]      1     8 873.5273     0.7200000 129.16000        24.68116          32.81500
## INFO  [12:39:57.619] [bbotk]      1     8 891.4135     0.7200000  66.66033        35.02516          32.81500
## INFO  [12:39:57.619] [bbotk]      1     8 907.3572     0.7200000 129.16000        32.29000          32.81500
## INFO  [12:39:57.619] [bbotk]      1     8 886.0000     0.7200000 129.16000        32.29000          31.64178
## INFO  [12:39:57.619] [bbotk]     11     8 886.0000     0.7375183 253.93324        32.29000          34.30266
## INFO  [12:39:57.619] [bbotk]      7     8 921.4784     0.7200000 129.16000        32.29000          32.81500
## INFO  [12:39:57.619] [bbotk]      1     8 886.0000     0.7200000 129.16000        29.65268          32.96826
## INFO  [12:39:57.619] [bbotk]      1     8 886.0000     0.7084490 218.96617        32.29000          32.81500
## INFO  [12:39:57.619] [bbotk]      1     8 914.8064     0.7200000 129.16000        32.29000          31.46698
## INFO  [12:39:57.619] [bbotk]      1     8 886.0000     0.7200000 129.16000        32.29000          32.64336
## INFO  [12:39:57.619] [bbotk]      1     8 911.9359     0.7200000 129.16000        32.29000          32.81500
## INFO  [12:39:57.619] [bbotk]      1     8 886.0000     0.7200000 129.16000        32.29000          32.03686
## INFO  [12:39:57.619] [bbotk]      1     3 886.0000     0.7200000 129.16000        32.29000          32.68135
## INFO  [12:39:57.619] [bbotk]      1     8 886.0000     0.7200000 129.16000        32.29000          31.46698
## INFO  [12:39:57.619] [bbotk]      1     2 907.3572     0.7208112 129.16000        28.23083          27.28924
## INFO  [12:39:57.619] [bbotk]     11     8 886.0000     0.7205383 129.16000        32.29000          32.81500
## INFO  [12:39:57.619] [bbotk]      1     8 886.0000     0.7200000 129.16000        32.29000          32.81500
## INFO  [12:39:57.619] [bbotk]      1     3 886.0000     0.7033938 129.16000        32.29000          35.56565
## INFO  [12:39:57.619] [bbotk]      1     8 991.2593     0.7078076 129.16000        32.29000          32.81500
## INFO  [12:39:57.619] [bbotk]  maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO  [12:39:57.619] [bbotk]          33.05000         30.48000 151  NA 3001        0.05     0.074765257
## INFO  [12:39:57.619] [bbotk]          30.32360         30.48000 151  NA 3002        0.10     0.044093641
## INFO  [12:39:57.619] [bbotk]          33.05000         30.48000 151  NA 3003        0.20     0.016993722
## INFO  [12:39:57.619] [bbotk]          33.05000         28.77264 151  NA 3004        0.00     0.016159456
## INFO  [12:39:57.619] [bbotk]          33.05000         30.48000 151  NA 3005        0.05     0.004549318
## INFO  [12:39:57.619] [bbotk]          35.39743         30.48000 151  NA 3006        0.25     0.082489056
## INFO  [12:39:57.619] [bbotk]          29.67825         31.50420 151  NA 3007        0.30     0.087054547
## INFO  [12:39:57.619] [bbotk]          33.05000         29.70585 151  NA 3008        0.10     0.015296907
## INFO  [12:39:57.619] [bbotk]          37.71716         26.45408 151  NA 3009        0.20     0.042243899
## INFO  [12:39:57.619] [bbotk]          33.05000         29.03133 151  NA 3010        0.00     0.022724543
## INFO  [12:39:57.619] [bbotk]          33.05000         28.36207 151  NA 3011        0.15     0.011322890
## INFO  [12:39:57.619] [bbotk]          33.05000         30.48000 151  NA 3012        0.10     0.009190594
## INFO  [12:39:57.619] [bbotk]          33.05000         28.07818 151  NA 3013        0.10     0.015103182
## INFO  [12:39:57.619] [bbotk]          33.05000         30.47548 151  NA 3014        0.00     0.059364493
## INFO  [12:39:57.619] [bbotk]          33.05000         29.03133 151  NA 3015        0.10     0.012516746
## INFO  [12:39:57.619] [bbotk]          33.05000         30.48000 151  NA 3016        0.05     0.104584560
## INFO  [12:39:57.619] [bbotk]          33.05000         29.86738 151  NA 3017        0.10     0.061994158
## INFO  [12:39:57.619] [bbotk]          30.55741         28.86021 151  NA 3018        0.10     0.015916729
## INFO  [12:39:57.619] [bbotk]          33.05000         26.40229 151  NA 3019        0.20     0.092721783
## INFO  [12:39:57.619] [bbotk]          35.11845         28.87404 151  NA 3020        0.05     0.053817433
## INFO  [12:39:57.619] [bbotk]  no_changed dist_train
## INFO  [12:39:57.619] [bbotk]           2  0.1659707
## INFO  [12:39:57.619] [bbotk]           3  0.1747697
## INFO  [12:39:57.619] [bbotk]           3  0.1623523
## INFO  [12:39:57.619] [bbotk]           2  0.1490607
## INFO  [12:39:57.619] [bbotk]           1  0.1545783
## INFO  [12:39:57.619] [bbotk]           5  0.2255275
## INFO  [12:39:57.619] [bbotk]           4  0.2125426
## INFO  [12:39:57.619] [bbotk]           3  0.1518908
## INFO  [12:39:57.619] [bbotk]           4  0.1849248
## INFO  [12:39:57.619] [bbotk]           3  0.1416165
## INFO  [12:39:57.619] [bbotk]           2  0.1580293
## INFO  [12:39:57.619] [bbotk]           1  0.1551505
## INFO  [12:39:57.619] [bbotk]           2  0.1571060
## INFO  [12:39:57.619] [bbotk]           3  0.1505245
## INFO  [12:39:57.619] [bbotk]           2  0.1518243
## INFO  [12:39:57.619] [bbotk]           5  0.1801314
## INFO  [12:39:57.619] [bbotk]           3  0.2086268
## INFO  [12:39:57.619] [bbotk]           2  0.1502475
## INFO  [12:39:57.619] [bbotk]           4  0.1800863
## INFO  [12:39:57.619] [bbotk]           4  0.1724980
## INFO  [12:39:57.780] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:57.906] [bbotk] Result of batch 152:
## INFO  [12:39:57.912] [bbotk]  heatF laneF   pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO  [12:39:57.912] [bbotk]      4     8 888.0267     0.7200000  129.1600        32.29000          34.95850
## INFO  [12:39:57.912] [bbotk]      1     8 899.5482     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:57.912] [bbotk]      1     2 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:57.912] [bbotk]      1     8 914.8064     0.7156771  677.7174        32.29000          27.29259
## INFO  [12:39:57.912] [bbotk]      1     8 897.6958     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:57.912] [bbotk]      1     8 914.8064     0.7200000  129.1600        32.29000          31.46698
## INFO  [12:39:57.912] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:57.912] [bbotk]      1     1 906.9228     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:57.912] [bbotk]      1     8 917.2913     0.7200000  129.1600        32.29000          31.91801
## INFO  [12:39:57.912] [bbotk]      1     8 886.0000     0.7207133  946.1713        32.29000          22.03349
## INFO  [12:39:57.912] [bbotk]      1     8 914.8064     0.7200000  129.1600        32.29000          31.46698
## INFO  [12:39:57.912] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:57.912] [bbotk]      1     8 886.0000     0.7200000  656.7870        32.29000          30.92949
## INFO  [12:39:57.912] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:57.912] [bbotk]      1     1 886.0000     0.7200000  129.1600        31.66946          32.81500
## INFO  [12:39:57.912] [bbotk]      1     8 902.3840     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:57.912] [bbotk]      7     8 886.0000     0.7200000  129.1600        34.43054          32.81500
## INFO  [12:39:57.912] [bbotk]      1     8 899.8214     0.7056453  129.1600        29.63060          32.81500
## INFO  [12:39:57.912] [bbotk]      1     8 921.4238     0.7455695  129.1600        32.29000          34.05538
## INFO  [12:39:57.912] [bbotk]      1     8 886.0000     0.7286540  129.1600        22.35202          32.81500
## INFO  [12:39:57.912] [bbotk]  maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO  [12:39:57.912] [bbotk]          31.21382         30.48000 152  NA 3021        0.20     0.073574311
## INFO  [12:39:57.912] [bbotk]          33.05000         30.48000 152  NA 3022        0.05     0.004800914
## INFO  [12:39:57.912] [bbotk]          33.05000         30.48000 152  NA 3023        0.20     0.058823529
## INFO  [12:39:57.912] [bbotk]          33.05000         30.48000 152  NA 3024        0.05     0.066271507
## INFO  [12:39:57.912] [bbotk]          39.42233         23.31227 152  NA 3025        0.05     0.060066188
## INFO  [12:39:57.912] [bbotk]          31.04335         29.03133 152  NA 3026        0.00     0.028976573
## INFO  [12:39:57.912] [bbotk]          33.05000         28.77264 152  NA 3027        0.20     0.008591331
## INFO  [12:39:57.912] [bbotk]          33.05000         30.48000 152  NA 3028        0.15     0.066237704
## INFO  [12:39:57.912] [bbotk]          32.74475         28.63309 152  NA 3029        0.00     0.024811128
## INFO  [12:39:57.912] [bbotk]          30.98599         21.80801 152  NA 3030        0.15     0.142545818
## INFO  [12:39:57.912] [bbotk]          33.05000         30.48000 152  NA 3031        0.05     0.015434921
## INFO  [12:39:57.912] [bbotk]          27.64790         30.48000 152  NA 3032        0.25     0.016831079
## INFO  [12:39:57.912] [bbotk]          21.86815         30.48000 152  NA 3033        0.15     0.074798467
## INFO  [12:39:57.912] [bbotk]          31.30563         30.48000 152  NA 3034        0.15     0.005434855
## INFO  [12:39:57.912] [bbotk]          33.05000         30.48000 152  NA 3035        0.15     0.061366381
## INFO  [12:39:57.912] [bbotk]          33.05000         28.76763 152  NA 3036        0.00     0.014422398
## INFO  [12:39:57.912] [bbotk]          33.05000         24.41525 152  NA 3037        0.25     0.098112519
## INFO  [12:39:57.912] [bbotk]          33.05000         31.12757 152  NA 3038        0.10     0.021399447
## INFO  [12:39:57.912] [bbotk]          33.05000         24.67598 152  NA 3039        0.20     0.050746043
## INFO  [12:39:57.912] [bbotk]          33.05000         28.77264 152  NA 3040        0.20     0.050728951
## INFO  [12:39:57.912] [bbotk]  no_changed dist_train
## INFO  [12:39:57.912] [bbotk]           4 0.22156542
## INFO  [12:39:57.912] [bbotk]           1 0.15341244
## INFO  [12:39:57.912] [bbotk]           1 0.15002896
## INFO  [12:39:57.912] [bbotk]           4 0.18582873
## INFO  [12:39:57.912] [bbotk]           3 0.19981468
## INFO  [12:39:57.912] [bbotk]           4 0.13536447
## INFO  [12:39:57.912] [bbotk]           1 0.15539984
## INFO  [12:39:57.912] [bbotk]           2 0.09720217
## INFO  [12:39:57.912] [bbotk]           4 0.14181349
## INFO  [12:39:57.912] [bbotk]           5 0.25476635
## INFO  [12:39:57.912] [bbotk]           2 0.14890612
## INFO  [12:39:57.912] [bbotk]           1 0.16686004
## INFO  [12:39:57.912] [bbotk]           3 0.21080807
## INFO  [12:39:57.912] [bbotk]           1 0.15546381
## INFO  [12:39:57.912] [bbotk]           2 0.09350242
## INFO  [12:39:57.912] [bbotk]           2 0.15084827
## INFO  [12:39:57.912] [bbotk]           3 0.24492103
## INFO  [12:39:57.912] [bbotk]           4 0.15129777
## INFO  [12:39:57.912] [bbotk]           4 0.17367812
## INFO  [12:39:57.912] [bbotk]           3 0.17881032
## INFO  [12:39:58.107] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:58.235] [bbotk] Result of batch 153:
## INFO  [12:39:58.240] [bbotk]  heatF laneF    pointP reactiontimeP swimtimeP mediaParcialesP
## INFO  [12:39:58.240] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:58.240] [bbotk]      3     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:58.240] [bbotk]      1     8  886.0000     0.6958777  129.1600        25.16778
## INFO  [12:39:58.240] [bbotk]      1     8  888.0267     0.7200000  129.1600        32.29000
## INFO  [12:39:58.240] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:58.240] [bbotk]      1     8  869.5646     0.7200000  129.1600        22.61565
## INFO  [12:39:58.240] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:58.240] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:58.240] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:58.240] [bbotk]     12     8  902.3840     0.7200000  896.6291        32.11392
## INFO  [12:39:58.240] [bbotk]      1     8  920.7592     0.7200000  129.1600        32.29000
## INFO  [12:39:58.240] [bbotk]      1     8 1001.0165     0.7200000  129.1600        32.29000
## INFO  [12:39:58.240] [bbotk]      1     8  899.5482     0.7200000  129.1600        32.29000
## INFO  [12:39:58.240] [bbotk]      1     8  899.5482     0.7200000  129.1600        32.29000
## INFO  [12:39:58.240] [bbotk]      1     8  903.4266     0.7200000  129.1600        32.29000
## INFO  [12:39:58.240] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:58.240] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:58.240] [bbotk]      1     0  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:58.240] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:58.240] [bbotk]     10     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:39:58.240] [bbotk]  medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO  [12:39:58.240] [bbotk]           31.18725         33.05000         29.37239 153  NA 3041        0.00
## INFO  [12:39:58.240] [bbotk]           32.81500         33.05000         28.23581 153  NA 3042        0.20
## INFO  [12:39:58.240] [bbotk]           32.81500         33.05000         30.48000 153  NA 3043        0.10
## INFO  [12:39:58.240] [bbotk]           32.81500         33.05000         30.48000 153  NA 3044        0.10
## INFO  [12:39:58.240] [bbotk]           32.81500         33.05000         30.48000 153  NA 3045        0.10
## INFO  [12:39:58.240] [bbotk]           32.81500         33.05000         30.48000 153  NA 3046        0.10
## INFO  [12:39:58.240] [bbotk]           32.81500         33.05000         28.61082 153  NA 3047        0.20
## INFO  [12:39:58.240] [bbotk]           31.53990         33.05000         30.48000 153  NA 3048        0.05
## INFO  [12:39:58.240] [bbotk]           27.83206         33.05000         30.48000 153  NA 3049        0.10
## INFO  [12:39:58.240] [bbotk]           32.81500         33.05000         30.48000 153  NA 3050        0.00
## INFO  [12:39:58.240] [bbotk]           32.81500         29.05628         30.48000 153  NA 3051        0.30
## INFO  [12:39:58.240] [bbotk]           33.51330         33.05000         30.48000 153  NA 3052        0.10
## INFO  [12:39:58.240] [bbotk]           32.81500         36.59652         28.98649 153  NA 3053        0.00
## INFO  [12:39:58.240] [bbotk]           32.81500         26.79874         24.34035 153  NA 3054        0.30
## INFO  [12:39:58.240] [bbotk]           32.81500         23.66519         28.77264 153  NA 3055        0.20
## INFO  [12:39:58.240] [bbotk]           32.81500         33.05000         29.75810 153  NA 3056        0.10
## INFO  [12:39:58.240] [bbotk]           29.52837         29.42374         28.76763 153  NA 3057        0.15
## INFO  [12:39:58.240] [bbotk]           32.81500         33.05000         30.48000 153  NA 3058        0.10
## INFO  [12:39:58.240] [bbotk]           31.46698         33.05000         29.03133 153  NA 3059        0.10
## INFO  [12:39:58.240] [bbotk]           31.46698         33.05000         29.03133 153  NA 3060        0.10
## INFO  [12:39:58.240] [bbotk]  dist_x_interest no_changed dist_train
## INFO  [12:39:58.240] [bbotk]     0.0118852339          2  0.1524558
## INFO  [12:39:58.240] [bbotk]     0.0701161926          2  0.2169247
## INFO  [12:39:58.240] [bbotk]     0.0331267891          2  0.1696286
## INFO  [12:39:58.240] [bbotk]     0.0007181815          1  0.1493297
## INFO  [12:39:58.240] [bbotk]     0.0000000000          0  0.1500290
## INFO  [12:39:58.240] [bbotk]     0.0454672944          2  0.1898522
## INFO  [12:39:58.240] [bbotk]     0.0094056019          1  0.1562141
## INFO  [12:39:58.240] [bbotk]     0.0049443660          1  0.1549733
## INFO  [12:39:58.240] [bbotk]     0.0193219720          1  0.1607075
## INFO  [12:39:58.240] [bbotk]     0.1128401861          4  0.2612058
## INFO  [12:39:58.240] [bbotk]     0.0247602758          2  0.1507580
## INFO  [12:39:58.240] [bbotk]     0.0434648214          2  0.1822920
## INFO  [12:39:58.240] [bbotk]     0.0233659121          3  0.1630746
## INFO  [12:39:58.240] [bbotk]     0.0551721178          3  0.1798989
## INFO  [12:39:58.240] [bbotk]     0.0440063961          3  0.1659845
## INFO  [12:39:58.240] [bbotk]     0.0036325555          1  0.1504411
## INFO  [12:39:58.240] [bbotk]     0.0326590645          3  0.1440322
## INFO  [12:39:58.240] [bbotk]     0.0588235294          1  0.1500290
## INFO  [12:39:58.240] [bbotk]     0.0125167456          2  0.1518243
## INFO  [12:39:58.240] [bbotk]     0.0713402750          3  0.2106478
## INFO  [12:39:58.455] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:58.611] [bbotk] Result of batch 154:
## INFO  [12:39:58.618] [bbotk]  heatF laneF   pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO  [12:39:58.618] [bbotk]      1     4 924.5822     0.7603342  129.1600        32.29000          32.81500
## INFO  [12:39:58.618] [bbotk]      1     8 886.0000     0.7200000  129.1600        29.66799          24.65444
## INFO  [12:39:58.618] [bbotk]      1     8 905.4076     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:58.618] [bbotk]      1     8 899.8214     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:58.618] [bbotk]      1     8 906.4139     0.7200000  129.1600        29.51283          26.96970
## INFO  [12:39:58.618] [bbotk]      1     8 886.0000     0.6956093  596.1460        32.29000          32.81500
## INFO  [12:39:58.618] [bbotk]      1     8 896.1967     0.7200000  129.1600        32.29000          32.09343
## INFO  [12:39:58.618] [bbotk]     10     3 886.0000     0.7156056  269.6429        32.29000          32.81500
## INFO  [12:39:58.618] [bbotk]      5     8 910.0886     0.7200000  562.7843        32.29000          32.81500
## INFO  [12:39:58.618] [bbotk]      1     8 886.0000     0.7200000  482.6594        30.05520          32.81500
## INFO  [12:39:58.618] [bbotk]      3     8 886.0000     0.7200000  129.1600        24.32635          32.81500
## INFO  [12:39:58.618] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:58.618] [bbotk]      3     8 886.0000     0.7014989  129.1600        22.16902          31.52864
## INFO  [12:39:58.618] [bbotk]      1     8 894.4788     0.7200000  129.1600        33.50633          32.81500
## INFO  [12:39:58.618] [bbotk]     12     8 857.3339     0.7200000  116.1406        27.63512          35.79664
## INFO  [12:39:58.618] [bbotk]      1     0 960.6511     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:58.618] [bbotk]      2     8 886.0000     0.7200000  205.5762        32.29000          32.81500
## INFO  [12:39:58.618] [bbotk]      1     8 882.2991     0.7200000  129.1600        27.19987          32.81500
## INFO  [12:39:58.618] [bbotk]      1     7 864.5239     0.6898578  917.6801        32.29000          24.65707
## INFO  [12:39:58.618] [bbotk]      1     8 886.0000     0.7431589  129.1600        32.29000          32.81500
## INFO  [12:39:58.618] [bbotk]  maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO  [12:39:58.618] [bbotk]          33.05000         30.48000 154  NA 3061        0.15     0.079086014
## INFO  [12:39:58.618] [bbotk]          33.05000         28.60464 154  NA 3062        0.15     0.051824660
## INFO  [12:39:58.618] [bbotk]          33.05000         30.48000 154  NA 3063        0.05     0.006877239
## INFO  [12:39:58.618] [bbotk]          33.05000         30.48000 154  NA 3064        0.05     0.004897744
## INFO  [12:39:58.618] [bbotk]          33.05000         30.48000 154  NA 3065        0.05     0.041279921
## INFO  [12:39:58.618] [bbotk]          34.66738         28.77073 154  NA 3066        0.20     0.046521670
## INFO  [12:39:58.618] [bbotk]          33.05000         29.01652 154  NA 3067        0.00     0.013775384
## INFO  [12:39:58.618] [bbotk]          33.05000         24.04568 154  NA 3068        0.20     0.159435071
## INFO  [12:39:58.618] [bbotk]          33.05000         24.94340 154  NA 3069        0.05     0.122051185
## INFO  [12:39:58.618] [bbotk]          33.05000         30.48000 154  NA 3070        0.05     0.031031461
## INFO  [12:39:58.618] [bbotk]          33.05000         28.58185 154  NA 3071        0.20     0.101008151
## INFO  [12:39:58.618] [bbotk]          33.05000         29.03133 154  NA 3072        0.20     0.007289622
## INFO  [12:39:58.618] [bbotk]          31.45764         28.59938 154  NA 3073        0.10     0.122732527
## INFO  [12:39:58.618] [bbotk]          36.38965         30.48000 154  NA 3074        0.15     0.018393963
## INFO  [12:39:58.618] [bbotk]          33.05000         30.48000 154  NA 3075        0.30     0.100423526
## INFO  [12:39:58.618] [bbotk]          33.05000         25.86441 154  NA 3076        0.05     0.108502214
## INFO  [12:39:58.618] [bbotk]          33.05000         30.48000 154  NA 3077        0.10     0.063551998
## INFO  [12:39:58.618] [bbotk]          33.05000         25.02249 154  NA 3078        0.25     0.049631551
## INFO  [12:39:58.618] [bbotk]          37.81989         30.36769 154  NA 3079        0.00     0.167210720
## INFO  [12:39:58.618] [bbotk]          31.24115         30.48000 154  NA 3080        0.20     0.009419896
## INFO  [12:39:58.618] [bbotk]  no_changed dist_train
## INFO  [12:39:58.618] [bbotk]           3  0.1314105
## INFO  [12:39:58.618] [bbotk]           3  0.1569505
## INFO  [12:39:58.618] [bbotk]           1  0.1554888
## INFO  [12:39:58.618] [bbotk]           1  0.1535093
## INFO  [12:39:58.618] [bbotk]           3  0.1482416
## INFO  [12:39:58.618] [bbotk]           4  0.1865884
## INFO  [12:39:58.618] [bbotk]           3  0.1505657
## INFO  [12:39:58.618] [bbotk]           5  0.2474201
## INFO  [12:39:58.618] [bbotk]           4  0.2530167
## INFO  [12:39:58.618] [bbotk]           2  0.1770571
## INFO  [12:39:58.618] [bbotk]           3  0.2290895
## INFO  [12:39:58.618] [bbotk]           1  0.1540981
## INFO  [12:39:58.618] [bbotk]           6  0.2248692
## INFO  [12:39:58.618] [bbotk]           3  0.1548813
## INFO  [12:39:58.618] [bbotk]           5  0.2431972
## INFO  [12:39:58.618] [bbotk]           3  0.1950698
## INFO  [12:39:58.618] [bbotk]           2  0.2135810
## INFO  [12:39:58.618] [bbotk]           3  0.1777129
## INFO  [12:39:58.618] [bbotk]           7  0.2470484
## INFO  [12:39:58.618] [bbotk]           2  0.1561809
## INFO  [12:39:58.788] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:58.930] [bbotk] Result of batch 155:
## INFO  [12:39:58.937] [bbotk]  heatF laneF    pointP reactiontimeP swimtimeP mediaParcialesP
## INFO  [12:39:58.937] [bbotk]      1     7  927.0563     0.7200000 679.22459        33.06841
## INFO  [12:39:58.937] [bbotk]      1     8  886.0000     0.7200000 129.16000        32.59216
## INFO  [12:39:58.937] [bbotk]      9     8  931.0227     0.7200000 129.16000        32.29000
## INFO  [12:39:58.937] [bbotk]      1     8  974.4051     0.7229501 129.16000        32.29000
## INFO  [12:39:58.937] [bbotk]      1     8  886.0000     0.7200000 129.16000        32.29000
## INFO  [12:39:58.937] [bbotk]      6     8  886.0000     0.7200000 129.16000        32.29000
## INFO  [12:39:58.937] [bbotk]      1     4  969.3076     0.7135585 129.16000        32.29000
## INFO  [12:39:58.937] [bbotk]      1     8 1012.6123     0.7200000 129.16000        32.29000
## INFO  [12:39:58.937] [bbotk]      7     8  886.0000     0.7200000 733.14748        32.29000
## INFO  [12:39:58.937] [bbotk]      7     3  886.0000     0.7480727 129.16000        32.29000
## INFO  [12:39:58.937] [bbotk]      1     8  886.0000     0.7200000 129.16000        32.29000
## INFO  [12:39:58.937] [bbotk]      1     8  886.0000     0.7200000 129.16000        31.80946
## INFO  [12:39:58.937] [bbotk]      1     4  886.0000     0.7200000 540.12056        32.29000
## INFO  [12:39:58.937] [bbotk]      1     1  884.1433     0.7047529 225.08133        32.29000
## INFO  [12:39:58.937] [bbotk]     12     8  914.5782     0.7200000 129.16000        29.08801
## INFO  [12:39:58.937] [bbotk]      1     6  902.3840     0.7016921  32.88373        30.15270
## INFO  [12:39:58.937] [bbotk]      1     8  886.0000     0.7200000 129.16000        32.29000
## INFO  [12:39:58.937] [bbotk]      1     8  886.0000     0.7338414 129.16000        32.29000
## INFO  [12:39:58.937] [bbotk]      1     8  918.7217     0.7200000 129.16000        32.29000
## INFO  [12:39:58.937] [bbotk]      1     8 1016.8430     0.7200000 129.16000        35.03117
## INFO  [12:39:58.937] [bbotk]  medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO  [12:39:58.937] [bbotk]           31.46698         33.05000         29.03133 155  NA 3081        0.00
## INFO  [12:39:58.937] [bbotk]           32.81500         35.25498         29.91799 155  NA 3082        0.15
## INFO  [12:39:58.937] [bbotk]           32.81500         33.05000         28.61082 155  NA 3083        0.05
## INFO  [12:39:58.937] [bbotk]           31.95041         33.05000         30.28500 155  NA 3084        0.00
## INFO  [12:39:58.937] [bbotk]           32.09343         33.05000         30.48000 155  NA 3085        0.05
## INFO  [12:39:58.937] [bbotk]           32.81500         33.05000         22.51927 155  NA 3086        0.20
## INFO  [12:39:58.937] [bbotk]           32.81500         33.05000         28.78225 155  NA 3087        0.00
## INFO  [12:39:58.937] [bbotk]           32.81500         33.05000         28.65853 155  NA 3088        0.05
## INFO  [12:39:58.937] [bbotk]           32.81500         33.05000         30.48000 155  NA 3089        0.05
## INFO  [12:39:58.937] [bbotk]           32.81500         33.05000         30.48000 155  NA 3090        0.05
## INFO  [12:39:58.937] [bbotk]           32.81500         33.05000         30.48000 155  NA 3091        0.10
## INFO  [12:39:58.937] [bbotk]           32.81500         33.05000         30.48000 155  NA 3092        0.10
## INFO  [12:39:58.937] [bbotk]           32.90361         33.05000         30.48000 155  NA 3093        0.00
## INFO  [12:39:58.937] [bbotk]           25.62861         33.05000         21.52902 155  NA 3094        0.15
## INFO  [12:39:58.937] [bbotk]           32.81500         33.05000         30.48000 155  NA 3095        0.10
## INFO  [12:39:58.937] [bbotk]           32.81500         33.05000         28.76763 155  NA 3096        0.15
## INFO  [12:39:58.937] [bbotk]           31.53990         33.05000         30.48000 155  NA 3097        0.05
## INFO  [12:39:58.937] [bbotk]           32.81500         33.05000         29.03133 155  NA 3098        0.20
## INFO  [12:39:58.937] [bbotk]           30.92949         33.05000         30.48000 155  NA 3099        0.05
## INFO  [12:39:58.937] [bbotk]           32.81500         38.41959         29.41331 155  NA 3100        0.00
## INFO  [12:39:58.937] [bbotk]  dist_x_interest no_changed dist_train
## INFO  [12:39:58.937] [bbotk]      0.123115468          6  0.2032580
## INFO  [12:39:58.937] [bbotk]      0.010936164          3  0.1574954
## INFO  [12:39:58.937] [bbotk]      0.084183323          3  0.2067070
## INFO  [12:39:58.937] [bbotk]      0.036142932          4  0.1663026
## INFO  [12:39:58.937] [bbotk]      0.002797958          1  0.1528269
## INFO  [12:39:58.937] [bbotk]      0.098881550          2  0.2456901
## INFO  [12:39:58.937] [bbotk]      0.097939818          4  0.1372324
## INFO  [12:39:58.937] [bbotk]      0.054031727          2  0.1765554
## INFO  [12:39:58.937] [bbotk]      0.096196957          2  0.2462259
## INFO  [12:39:58.937] [bbotk]      0.122234101          3  0.2101716
## INFO  [12:39:58.937] [bbotk]      0.000000000          0  0.1500290
## INFO  [12:39:58.937] [bbotk]      0.001969162          1  0.1517523
## INFO  [12:39:58.937] [bbotk]      0.084596456          3  0.1619899
## INFO  [12:39:58.937] [bbotk]      0.140815237          6  0.1699767
## INFO  [12:39:58.937] [bbotk]      0.082071510          3  0.2062025
## INFO  [12:39:58.937] [bbotk]      0.090952968          6  0.1757425
## INFO  [12:39:58.937] [bbotk]      0.004944366          1  0.1549733
## INFO  [12:39:58.937] [bbotk]      0.009551290          2  0.1530918
## INFO  [12:39:58.937] [bbotk]      0.018906520          2  0.1454345
## INFO  [12:39:58.937] [bbotk]      0.079695398          4  0.1882338
## INFO  [12:39:59.109] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:59.236] [bbotk] Result of batch 156:
## INFO  [12:39:59.241] [bbotk]  heatF laneF   pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO  [12:39:59.241] [bbotk]      1     8 886.0000     0.7200000 129.16000        32.29000          32.81500
## INFO  [12:39:59.241] [bbotk]      9     9 902.3840     0.7200000 656.06300        32.29000          32.81500
## INFO  [12:39:59.241] [bbotk]      1     8 896.1967     0.7200000 595.51956        22.56804          32.09343
## INFO  [12:39:59.241] [bbotk]      1     8 888.0267     0.7200000 129.16000        32.29000          32.19481
## INFO  [12:39:59.241] [bbotk]      3     8 886.0000     0.7200000 129.16000        32.29000          32.81500
## INFO  [12:39:59.241] [bbotk]      1     8 975.1732     0.7200000 431.71684        32.29000          22.72394
## INFO  [12:39:59.241] [bbotk]      1     6 886.0000     0.7200000  99.62464        26.81233          32.81500
## INFO  [12:39:59.241] [bbotk]      1     8 886.0000     0.7200000 129.16000        30.19347          21.72050
## INFO  [12:39:59.241] [bbotk]      1     2 886.0000     0.7200000 107.89806        32.29000          32.81500
## INFO  [12:39:59.241] [bbotk]      1     3 915.9926     0.7200000 129.16000        32.29000          32.81500
## INFO  [12:39:59.241] [bbotk]      1     8 908.2089     0.7200000 685.43591        32.29000          32.81500
## INFO  [12:39:59.241] [bbotk]      1     0 886.0000     0.7338643 889.32953        24.20285          35.26138
## INFO  [12:39:59.241] [bbotk]      5     8 886.0000     0.7250212 129.16000        32.29000          32.81500
## INFO  [12:39:59.241] [bbotk]      1     8 886.0000     0.7200000 129.16000        32.29000          32.81500
## INFO  [12:39:59.241] [bbotk]      1     8 965.4603     0.7353466 267.61878        24.07798          32.81500
## INFO  [12:39:59.241] [bbotk]     12     8 886.0000     0.7200000 129.16000        22.69512          30.49919
## INFO  [12:39:59.241] [bbotk]      1     8 886.0000     0.7200000 129.16000        32.29000          32.81500
## INFO  [12:39:59.241] [bbotk]      1     0 882.8326     0.7200000 129.16000        25.63433          21.61871
## INFO  [12:39:59.241] [bbotk]      1     8 900.9639     0.7200000 129.16000        32.29000          32.81500
## INFO  [12:39:59.241] [bbotk]      1     2 886.0000     0.7028176 164.69407        32.29000          32.81500
## INFO  [12:39:59.241] [bbotk]  maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO  [12:39:59.241] [bbotk]          33.05000         28.76763 156  NA 3101        0.20     0.008616573
## INFO  [12:39:59.241] [bbotk]          32.36120         28.76763 156  NA 3102        0.00     0.166819120
## INFO  [12:39:59.241] [bbotk]          28.56404         27.13919 156  NA 3103        0.10     0.105894459
## INFO  [12:39:59.241] [bbotk]          33.05000         29.91799 156  NA 3104        0.00     0.005951077
## INFO  [12:39:59.241] [bbotk]          33.05000         30.48000 156  NA 3105        0.10     0.058823529
## INFO  [12:39:59.241] [bbotk]          33.05000         28.77264 156  NA 3106        0.00     0.098041493
## INFO  [12:39:59.241] [bbotk]          33.05000         25.11576 156  NA 3107        0.20     0.110089932
## INFO  [12:39:59.241] [bbotk]          33.05000         32.37275 156  NA 3108        0.10     0.061135582
## INFO  [12:39:59.241] [bbotk]          26.64861         29.61093 156  NA 3109        0.35     0.084456807
## INFO  [12:39:59.241] [bbotk]          33.05000         30.48000 156  NA 3110        0.05     0.069451649
## INFO  [12:39:59.241] [bbotk]          33.05000         30.48000 156  NA 3111        0.05     0.042291071
## INFO  [12:39:59.241] [bbotk]          24.44156         30.48000 156  NA 3112        0.30     0.177572892
## INFO  [12:39:59.241] [bbotk]          28.65275         28.87404 156  NA 3113        0.20     0.081425391
## INFO  [12:39:59.241] [bbotk]          33.05000         28.49083 156  NA 3114        0.20     0.010009397
## INFO  [12:39:59.241] [bbotk]          31.31392         24.71880 156  NA 3115        0.15     0.107282662
## INFO  [12:39:59.241] [bbotk]          31.49165         25.63847 156  NA 3116        0.15     0.136338638
## INFO  [12:39:59.241] [bbotk]          35.27751         28.86658 156  NA 3117        0.20     0.015058796
## INFO  [12:39:59.241] [bbotk]          30.70748         30.48000 156  NA 3118        0.05     0.137932809
## INFO  [12:39:59.241] [bbotk]          33.05000         30.48000 156  NA 3119        0.05     0.005302596
## INFO  [12:39:59.241] [bbotk]          28.66892         29.91799 156  NA 3120        0.30     0.080307805
## INFO  [12:39:59.241] [bbotk]  no_changed dist_train
## INFO  [12:39:59.241] [bbotk]           1  0.1554251
## INFO  [12:39:59.241] [bbotk]           6  0.2533867
## INFO  [12:39:59.241] [bbotk]           6  0.2074445
## INFO  [12:39:59.241] [bbotk]           3  0.1513422
## INFO  [12:39:59.241] [bbotk]           1  0.2088525
## INFO  [12:39:59.241] [bbotk]           4  0.1976097
## INFO  [12:39:59.241] [bbotk]           4  0.1856812
## INFO  [12:39:59.241] [bbotk]           3  0.1853389
## INFO  [12:39:59.241] [bbotk]           4  0.1724269
## INFO  [12:39:59.241] [bbotk]           2  0.1592396
## INFO  [12:39:59.241] [bbotk]           2  0.1908923
## INFO  [12:39:59.241] [bbotk]           6  0.2646441
## INFO  [12:39:59.241] [bbotk]           4  0.2158953
## INFO  [12:39:59.241] [bbotk]           1  0.1568179
## INFO  [12:39:59.241] [bbotk]           6  0.1990322
## INFO  [12:39:59.241] [bbotk]           5  0.2367498
## INFO  [12:39:59.241] [bbotk]           2  0.1616181
## INFO  [12:39:59.241] [bbotk]           5  0.2170686
## INFO  [12:39:59.241] [bbotk]           1  0.1539141
## INFO  [12:39:59.241] [bbotk]           5  0.1682928
## INFO  [12:39:59.435] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:59.563] [bbotk] Result of batch 157:
## INFO  [12:39:59.568] [bbotk]  heatF laneF   pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO  [12:39:59.568] [bbotk]      1     8 914.8064     0.7136672  129.1600        32.29000          29.46439
## INFO  [12:39:59.568] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          31.53990
## INFO  [12:39:59.568] [bbotk]      1     6 899.5482     0.7200000  714.7450        32.29000          32.81500
## INFO  [12:39:59.568] [bbotk]      1     8 888.0267     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:59.568] [bbotk]      1     8 886.0000     0.7200000  402.7078        23.87564          33.24991
## INFO  [12:39:59.568] [bbotk]      1     3 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:59.568] [bbotk]      7     6 907.0697     0.7102460  489.4884        32.29000          33.11741
## INFO  [12:39:59.568] [bbotk]      1     8 915.1059     0.7200000  449.9814        32.29000          32.81500
## INFO  [12:39:59.568] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          32.82844
## INFO  [12:39:59.568] [bbotk]      1     3 881.9600     0.7200000  129.1600        34.26767          32.81500
## INFO  [12:39:59.568] [bbotk]      1     9 889.7602     0.7200000  129.1600        27.77268          32.81500
## INFO  [12:39:59.568] [bbotk]      1     8 962.2995     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:59.568] [bbotk]      1     4 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:59.568] [bbotk]      6     3 946.4684     0.7200000  129.1600        32.29000          31.53475
## INFO  [12:39:59.568] [bbotk]      1     2 869.8443     0.7399269  129.1600        32.29000          32.81500
## INFO  [12:39:59.568] [bbotk]      6     8 914.8064     0.7200000  129.1600        30.33948          32.81500
## INFO  [12:39:59.568] [bbotk]      1     7 903.8215     0.7200000  129.1600        30.55152          32.81500
## INFO  [12:39:59.568] [bbotk]      5     8 886.0000     0.7200000  129.1600        30.93599          32.81500
## INFO  [12:39:59.568] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:59.568] [bbotk]      1     8 899.8214     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:39:59.568] [bbotk]  maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO  [12:39:59.568] [bbotk]          33.05000         30.48000 157  NA 3121        0.10     0.024234965
## INFO  [12:39:59.568] [bbotk]          33.05000         30.48000 157  NA 3122        0.05     0.004944366
## INFO  [12:39:59.568] [bbotk]          33.05000         30.38842 157  NA 3123        0.00     0.100320011
## INFO  [12:39:59.568] [bbotk]          33.05000         29.91799 157  NA 3124        0.10     0.003546196
## INFO  [12:39:59.568] [bbotk]          33.05000         30.48000 157  NA 3125        0.10     0.053093101
## INFO  [12:39:59.568] [bbotk]          33.05000         30.48000 157  NA 3126        0.00     0.058823529
## INFO  [12:39:59.568] [bbotk]          33.05000         28.25714 157  NA 3127        0.00     0.161361344
## INFO  [12:39:59.568] [bbotk]          33.05000         22.93448 157  NA 3128        0.10     0.068134351
## INFO  [12:39:59.568] [bbotk]          33.05000         29.14298 157  NA 3129        0.15     0.006779932
## INFO  [12:39:59.568] [bbotk]          33.05000         27.66872 157  NA 3130        0.10     0.082505411
## INFO  [12:39:59.568] [bbotk]          38.96039         30.48000 157  NA 3131        0.05     0.097081698
## INFO  [12:39:59.568] [bbotk]          33.05000         30.48000 157  NA 3132        0.10     0.027037370
## INFO  [12:39:59.568] [bbotk]          33.05000         30.48000 157  NA 3133        0.05     0.058823529
## INFO  [12:39:59.568] [bbotk]          33.05000         28.76763 157  NA 3134        0.00     0.152655443
## INFO  [12:39:59.568] [bbotk]          23.80112         30.48000 157  NA 3135        0.30     0.096620776
## INFO  [12:39:59.568] [bbotk]          33.05000         30.48000 157  NA 3136        0.10     0.077024115
## INFO  [12:39:59.568] [bbotk]          33.05000         31.16311 157  NA 3137        0.10     0.075700001
## INFO  [12:39:59.568] [bbotk]          36.08133         30.72166 157  NA 3138        0.10     0.075032528
## INFO  [12:39:59.568] [bbotk]          31.30563         30.48000 157  NA 3139        0.15     0.005434855
## INFO  [12:39:59.568] [bbotk]          33.05000         28.87404 157  NA 3140        0.00     0.012978856
## INFO  [12:39:59.568] [bbotk]  no_changed dist_train
## INFO  [12:39:59.568] [bbotk]           3  0.1431353
## INFO  [12:39:59.568] [bbotk]           1  0.1549733
## INFO  [12:39:59.568] [bbotk]           4  0.1891863
## INFO  [12:39:59.568] [bbotk]           2  0.1489373
## INFO  [12:39:59.568] [bbotk]           3  0.1974780
## INFO  [12:39:59.568] [bbotk]           1  0.1500290
## INFO  [12:39:59.568] [bbotk]           7  0.2473085
## INFO  [12:39:59.568] [bbotk]           3  0.1955440
## INFO  [12:39:59.568] [bbotk]           2  0.1534842
## INFO  [12:39:59.568] [bbotk]           4  0.1704904
## INFO  [12:39:59.568] [bbotk]           4  0.1863746
## INFO  [12:39:59.568] [bbotk]           1  0.1658646
## INFO  [12:39:59.568] [bbotk]           1  0.1384919
## INFO  [12:39:59.568] [bbotk]           5  0.2392230
## INFO  [12:39:59.568] [bbotk]           4  0.1845582
## INFO  [12:39:59.568] [bbotk]           3  0.2049640
## INFO  [12:39:59.568] [bbotk]           4  0.1652421
## INFO  [12:39:59.568] [bbotk]           4  0.2190563
## INFO  [12:39:59.568] [bbotk]           1  0.1554638
## INFO  [12:39:59.568] [bbotk]           2  0.1513622
## INFO  [12:39:59.782] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:39:59.934] [bbotk] Result of batch 158:
## INFO  [12:39:59.940] [bbotk]  heatF laneF    pointP reactiontimeP swimtimeP mediaParcialesP
## INFO  [12:39:59.940] [bbotk]      1     8  887.5741     0.7200000 129.16000        32.29000
## INFO  [12:39:59.940] [bbotk]      1     3  886.0000     0.7200000 129.16000        32.29000
## INFO  [12:39:59.940] [bbotk]      1     4  856.6001     0.7200000 129.16000        21.82308
## INFO  [12:39:59.940] [bbotk]     11     8  886.0000     0.7220782 129.16000        28.70865
## INFO  [12:39:59.940] [bbotk]      1     1  932.8154     0.7200000  55.90399        22.86452
## INFO  [12:39:59.940] [bbotk]      1     8  886.0000     0.7340102 129.16000        32.29000
## INFO  [12:39:59.940] [bbotk]      1     8  899.8214     0.7200000 129.16000        32.29000
## INFO  [12:39:59.940] [bbotk]      1     8  886.0000     0.6854170 129.16000        34.72821
## INFO  [12:39:59.940] [bbotk]      1     4  921.4238     0.7200000 129.16000        32.29000
## INFO  [12:39:59.940] [bbotk]      1     0  957.7716     0.7200000 162.92463        32.29000
## INFO  [12:39:59.940] [bbotk]      1     8  914.8064     0.7200000 129.16000        32.29000
## INFO  [12:39:59.940] [bbotk]      1     8  886.0000     0.7033478 129.16000        32.29000
## INFO  [12:39:59.940] [bbotk]     11     8  886.0000     0.7474886 264.99191        32.29000
## INFO  [12:39:59.940] [bbotk]      1     8  899.8214     0.7200000 129.16000        32.29000
## INFO  [12:39:59.940] [bbotk]      1     8 1008.8062     0.7200000 129.16000        32.29000
## INFO  [12:39:59.940] [bbotk]      1     8  911.4389     0.7200000 129.16000        32.29000
## INFO  [12:39:59.940] [bbotk]      1     8  886.0000     0.7200000 129.16000        32.29000
## INFO  [12:39:59.940] [bbotk]      1     8  888.0267     0.7200000 129.16000        32.29000
## INFO  [12:39:59.940] [bbotk]      1     8  905.5669     0.7200000 129.16000        32.29000
## INFO  [12:39:59.940] [bbotk]      5     8  886.0000     0.7200000 129.16000        32.29000
## INFO  [12:39:59.940] [bbotk]  medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO  [12:39:59.940] [bbotk]           31.99888         29.65457         30.46591 158  NA 3141        0.15
## INFO  [12:39:59.940] [bbotk]           32.81500         33.05000         29.25954 158  NA 3142        0.05
## INFO  [12:39:59.940] [bbotk]           32.81500         33.05000         30.48000 158  NA 3143        0.10
## INFO  [12:39:59.940] [bbotk]           32.81500         39.52200         24.96466 158  NA 3144        0.25
## INFO  [12:39:59.940] [bbotk]           23.08660         31.59614         30.48000 158  NA 3145        0.05
## INFO  [12:39:59.940] [bbotk]           32.81500         34.60295         31.84643 158  NA 3146        0.15
## INFO  [12:39:59.940] [bbotk]           32.81500         33.05000         28.87404 158  NA 3147        0.00
## INFO  [12:39:59.940] [bbotk]           32.81500         33.05000         32.59249 158  NA 3148        0.15
## INFO  [12:39:59.940] [bbotk]           32.81500         33.05000         24.67598 158  NA 3149        0.00
## INFO  [12:39:59.940] [bbotk]           32.81500         33.05000         30.48000 158  NA 3150        0.10
## INFO  [12:39:59.940] [bbotk]           31.46698         33.05000         30.48000 158  NA 3151        0.05
## INFO  [12:39:59.940] [bbotk]           32.81500         31.90825         30.48000 158  NA 3152        0.15
## INFO  [12:39:59.940] [bbotk]           31.46698         24.14794         32.87215 158  NA 3153        0.30
## INFO  [12:39:59.940] [bbotk]           32.81500         33.05000         30.48000 158  NA 3154        0.05
## INFO  [12:39:59.940] [bbotk]           32.81500         33.05000         30.48000 158  NA 3155        0.10
## INFO  [12:39:59.940] [bbotk]           33.03745         28.95546         30.48000 158  NA 3156        0.30
## INFO  [12:39:59.940] [bbotk]           32.81500         33.05000         30.48000 158  NA 3157        0.10
## INFO  [12:39:59.940] [bbotk]           34.88300         33.05000         27.92021 158  NA 3158        0.30
## INFO  [12:39:59.940] [bbotk]           24.14001         37.01916         28.80613 158  NA 3159        0.00
## INFO  [12:39:59.940] [bbotk]           32.81500         33.05000         26.23377 158  NA 3160        0.15
## INFO  [12:39:59.940] [bbotk]  dist_x_interest no_changed dist_train
## INFO  [12:39:59.940] [bbotk]      0.014372250          4  0.1574179
## INFO  [12:39:59.940] [bbotk]      0.064964810          2  0.1529498
## INFO  [12:39:59.940] [bbotk]      0.112132695          3  0.1730220
## INFO  [12:39:59.940] [bbotk]      0.121756117          5  0.2498375
## INFO  [12:39:59.940] [bbotk]      0.160822177          6  0.1805539
## INFO  [12:39:59.940] [bbotk]      0.014003544          3  0.1590766
## INFO  [12:39:59.940] [bbotk]      0.012978856          2  0.1513622
## INFO  [12:39:59.940] [bbotk]      0.026272007          3  0.1641187
## INFO  [12:39:59.940] [bbotk]      0.100581816          3  0.1325766
## INFO  [12:39:59.940] [bbotk]      0.086345683          3  0.1761337
## INFO  [12:39:59.940] [bbotk]      0.015434921          2  0.1489061
## INFO  [12:39:59.940] [bbotk]      0.006278240          2  0.1563072
## INFO  [12:39:59.940] [bbotk]      0.116720152          6  0.2568981
## INFO  [12:39:59.940] [bbotk]      0.004897744          1  0.1535093
## INFO  [12:39:59.940] [bbotk]      0.043517441          1  0.1823447
## INFO  [12:39:59.940] [bbotk]      0.022634229          3  0.1552374
## INFO  [12:39:59.940] [bbotk]      0.000000000          0  0.1500290
## INFO  [12:39:59.940] [bbotk]      0.021617833          3  0.1663885
## INFO  [12:39:59.940] [bbotk]      0.061361395          4  0.1725760
## INFO  [12:39:59.940] [bbotk]      0.080190366          2  0.2269989
## INFO  [12:40:00.130] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:40:00.274] [bbotk] Result of batch 159:
## INFO  [12:40:00.280] [bbotk]  heatF laneF    pointP reactiontimeP swimtimeP mediaParcialesP
## INFO  [12:40:00.280] [bbotk]      1     8  914.8064     0.7200000  924.4133        33.42143
## INFO  [12:40:00.280] [bbotk]      1     8  886.0000     0.7200000  890.9174        32.29000
## INFO  [12:40:00.280] [bbotk]      2     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:40:00.280] [bbotk]      1     8  907.3572     0.7200000  129.1600        32.29000
## INFO  [12:40:00.280] [bbotk]     12     8  911.9725     0.7322257  129.1600        32.75328
## INFO  [12:40:00.280] [bbotk]      1     8  908.5676     0.7200000  129.1600        32.29000
## INFO  [12:40:00.280] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:40:00.280] [bbotk]      4     8  886.0000     0.7200000  172.5171        32.29000
## INFO  [12:40:00.280] [bbotk]      1     8  886.0000     0.7200000  492.7649        35.25716
## INFO  [12:40:00.280] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:40:00.280] [bbotk]      1     8  891.0863     0.7200000  129.1600        32.29000
## INFO  [12:40:00.280] [bbotk]      1     8  886.0000     0.7153594  129.1600        29.18522
## INFO  [12:40:00.280] [bbotk]      1     2  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:40:00.280] [bbotk]      3     8  886.0000     0.7208291  129.1600        32.29000
## INFO  [12:40:00.280] [bbotk]      1     8 1004.7852     0.7276009  861.1610        31.61679
## INFO  [12:40:00.280] [bbotk]      1     3  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:40:00.280] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:40:00.280] [bbotk]      1     9  899.5482     0.7455838  129.9577        24.10459
## INFO  [12:40:00.280] [bbotk]      1     5  873.0043     0.7200000  725.1281        30.40673
## INFO  [12:40:00.280] [bbotk]      1     8  885.8690     0.7200000  129.1600        32.29000
## INFO  [12:40:00.280] [bbotk]  medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO  [12:40:00.280] [bbotk]           25.31053         29.91134         30.48000 159  NA 3161        0.05
## INFO  [12:40:00.280] [bbotk]           29.94161         33.05000         30.48000 159  NA 3162        0.00
## INFO  [12:40:00.280] [bbotk]           31.95041         33.05000         30.48000 159  NA 3163        0.05
## INFO  [12:40:00.280] [bbotk]           32.81500         33.05000         28.77264 159  NA 3164        0.00
## INFO  [12:40:00.280] [bbotk]           25.84851         33.05000         29.05093 159  NA 3165        0.00
## INFO  [12:40:00.280] [bbotk]           32.81500         31.14487         30.48000 159  NA 3166        0.15
## INFO  [12:40:00.280] [bbotk]           30.92949         33.05000         30.48000 159  NA 3167        0.05
## INFO  [12:40:00.280] [bbotk]           32.19481         33.05000         29.91799 159  NA 3168        0.00
## INFO  [12:40:00.280] [bbotk]           32.81500         32.10998         30.48000 159  NA 3169        0.10
## INFO  [12:40:00.280] [bbotk]           32.81500         32.73715         30.08497 159  NA 3170        0.10
## INFO  [12:40:00.280] [bbotk]           32.10803         32.63485         29.50424 159  NA 3171        0.00
## INFO  [12:40:00.280] [bbotk]           32.81500         33.05000         29.91688 159  NA 3172        0.10
## INFO  [12:40:00.280] [bbotk]           32.81500         33.05000         24.67598 159  NA 3173        0.25
## INFO  [12:40:00.280] [bbotk]           32.81500         33.05000         28.31129 159  NA 3174        0.20
## INFO  [12:40:00.280] [bbotk]           31.68128         33.05000         30.11234 159  NA 3175        0.00
## INFO  [12:40:00.280] [bbotk]           32.81500         33.05000         30.48000 159  NA 3176        0.00
## INFO  [12:40:00.280] [bbotk]           32.81500         33.05000         30.48000 159  NA 3177        0.10
## INFO  [12:40:00.280] [bbotk]           32.81500         33.05000         28.98649 159  NA 3178        0.05
## INFO  [12:40:00.280] [bbotk]           32.81500         24.28862         30.48000 159  NA 3179        0.20
## INFO  [12:40:00.280] [bbotk]           32.81500         33.05000         28.90394 159  NA 3180        0.20
## INFO  [12:40:00.280] [bbotk]  dist_x_interest no_changed dist_train
## INFO  [12:40:00.280] [bbotk]      0.102931190          5  0.2101922
## INFO  [12:40:00.280] [bbotk]      0.058277822          2  0.2003350
## INFO  [12:40:00.280] [bbotk]      0.062176075          2  0.2122050
## INFO  [12:40:00.280] [bbotk]      0.016159456          2  0.1490607
## INFO  [12:40:00.280] [bbotk]      0.106127653          6  0.2147239
## INFO  [12:40:00.280] [bbotk]      0.013932764          2  0.1504083
## INFO  [12:40:00.280] [bbotk]      0.007311287          1  0.1570298
## INFO  [12:40:00.280] [bbotk]      0.066739266          4  0.2135478
## INFO  [12:40:00.280] [bbotk]      0.037586615          3  0.1876156
## INFO  [12:40:00.280] [bbotk]      0.002962488          2  0.1497710
## INFO  [12:40:00.280] [bbotk]      0.010747176          4  0.1535939
## INFO  [12:40:00.280] [bbotk]      0.016314565          3  0.1535157
## INFO  [12:40:00.280] [bbotk]      0.088029095          2  0.1760141
## INFO  [12:40:00.280] [bbotk]      0.069871852          3  0.2164094
## INFO  [12:40:00.280] [bbotk]      0.097633979          6  0.2184516
## INFO  [12:40:00.280] [bbotk]      0.058823529          1  0.1500290
## INFO  [12:40:00.280] [bbotk]      0.000000000          0  0.1500290
## INFO  [12:40:00.280] [bbotk]      0.108911401          6  0.1919651
## INFO  [12:40:00.280] [bbotk]      0.135320516          5  0.2262801
## INFO  [12:40:00.280] [bbotk]      0.007977067          2  0.1547856
## INFO  [12:40:00.472] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:40:00.598] [bbotk] Result of batch 160:
## INFO  [12:40:00.603] [bbotk]  heatF laneF   pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO  [12:40:00.603] [bbotk]      1     8 914.8064     0.7329090 129.16000        32.29000          36.16672
## INFO  [12:40:00.603] [bbotk]      1     8 914.7636     0.7200000 129.16000        32.29000          32.81500
## INFO  [12:40:00.603] [bbotk]      1     8 886.0000     0.7200000 129.16000        32.29000          23.15097
## INFO  [12:40:00.603] [bbotk]      1     8 886.0000     0.7200000 129.16000        32.29000          30.76476
## INFO  [12:40:00.603] [bbotk]      1     3 886.0000     0.7200000 129.16000        32.29000          32.81500
## INFO  [12:40:00.603] [bbotk]      1     8 891.4515     0.7104432 129.16000        32.29000          33.35256
## INFO  [12:40:00.603] [bbotk]      1     8 921.4238     0.7475383 129.16000        32.29000          32.81500
## INFO  [12:40:00.603] [bbotk]      1     4 925.5928     0.7200000 129.16000        32.29000          32.19481
## INFO  [12:40:00.603] [bbotk]      1     8 886.0000     0.7200000 129.16000        34.73355          28.98892
## INFO  [12:40:00.603] [bbotk]     12     8 886.0000     0.7200000  62.13215        32.33185          31.17105
## INFO  [12:40:00.603] [bbotk]      1     8 970.7751     0.7200000 129.16000        32.29000          32.81500
## INFO  [12:40:00.603] [bbotk]      1     8 900.6679     0.7200000 129.16000        32.51414          32.81500
## INFO  [12:40:00.603] [bbotk]      1     8 886.0000     0.6967733 129.16000        32.29000          32.81500
## INFO  [12:40:00.603] [bbotk]      1     8 886.0000     0.7200000 129.16000        32.29000          32.19481
## INFO  [12:40:00.603] [bbotk]      1     8 886.0000     0.7105513 667.07687        32.29000          34.53761
## INFO  [12:40:00.603] [bbotk]      1     3 886.0000     0.7200000 129.16000        32.29000          32.81500
## INFO  [12:40:00.603] [bbotk]      1     4 913.8505     0.6916513 129.16000        32.29000          26.87560
## INFO  [12:40:00.603] [bbotk]      1     8 886.0000     0.7200000 129.16000        32.29000          32.81500
## INFO  [12:40:00.603] [bbotk]      1     8 886.0000     0.7200000 129.16000        32.29000          32.81500
## INFO  [12:40:00.603] [bbotk]      1     8 886.0000     0.7200000 129.16000        32.29000          32.81500
## INFO  [12:40:00.603] [bbotk]  maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO  [12:40:00.603] [bbotk]          33.05000         30.97577 160  NA 3181        0.30     0.027808470
## INFO  [12:40:00.603] [bbotk]          33.05000         28.87404 160  NA 3182        0.05     0.018273745
## INFO  [12:40:00.603] [bbotk]          33.05000         30.48000 160  NA 3183        0.10     0.037473453
## INFO  [12:40:00.603] [bbotk]          31.04335         30.48000 160  NA 3184        0.05     0.014202095
## INFO  [12:40:00.603] [bbotk]          33.05000         30.61138 160  NA 3185        0.05     0.059484615
## INFO  [12:40:00.603] [bbotk]          33.05000         29.20054 160  NA 3186        0.15     0.012016026
## INFO  [12:40:00.603] [bbotk]          33.05000         24.67598 160  NA 3187        0.15     0.046258016
## INFO  [12:40:00.603] [bbotk]          33.05000         29.91799 160  NA 3188        0.00     0.078086472
## INFO  [12:40:00.603] [bbotk]          28.30847         30.48000 160  NA 3189        0.20     0.039622189
## INFO  [12:40:00.603] [bbotk]          26.89133         30.48000 160  NA 3190        0.25     0.088705455
## INFO  [12:40:00.603] [bbotk]          33.05000         30.48000 160  NA 3191        0.10     0.030040804
## INFO  [12:40:00.603] [bbotk]          33.05000         28.78241 160  NA 3192        0.00     0.014658380
## INFO  [12:40:00.603] [bbotk]          33.05000         28.98649 160  NA 3193        0.20     0.011310486
## INFO  [12:40:00.603] [bbotk]          33.05000         30.48000 160  NA 3194        0.05     0.002404880
## INFO  [12:40:00.603] [bbotk]          25.00464         27.99134 160  NA 3195        0.25     0.079098031
## INFO  [12:40:00.603] [bbotk]          33.05000         30.48000 160  NA 3196        0.00     0.058823529
## INFO  [12:40:00.603] [bbotk]          33.05000         25.26125 160  NA 3197        0.00     0.122616001
## INFO  [12:40:00.603] [bbotk]          33.05000         24.67598 160  NA 3198        0.20     0.029205566
## INFO  [12:40:00.603] [bbotk]          33.05000         25.04118 160  NA 3199        0.20     0.027367881
## INFO  [12:40:00.603] [bbotk]          33.05000         28.76763 160  NA 3200        0.20     0.008616573
## INFO  [12:40:00.603] [bbotk]  no_changed dist_train
## INFO  [12:40:00.603] [bbotk]           4  0.1717339
## INFO  [12:40:00.603] [bbotk]           2  0.1460673
## INFO  [12:40:00.603] [bbotk]           1  0.1788590
## INFO  [12:40:00.603] [bbotk]           2  0.1501390
## INFO  [12:40:00.603] [bbotk]           2  0.1506900
## INFO  [12:40:00.603] [bbotk]           4  0.1564940
## INFO  [12:40:00.603] [bbotk]           3  0.1691901
## INFO  [12:40:00.603] [bbotk]           4  0.1296947
## INFO  [12:40:00.603] [bbotk]           3  0.1672988
## INFO  [12:40:00.603] [bbotk]           5  0.2182933
## INFO  [12:40:00.603] [bbotk]           1  0.1688680
## INFO  [12:40:00.603] [bbotk]           3  0.1523005
## INFO  [12:40:00.603] [bbotk]           2  0.1530306
## INFO  [12:40:00.603] [bbotk]           1  0.1524338
## INFO  [12:40:00.603] [bbotk]           5  0.2103389
## INFO  [12:40:00.603] [bbotk]           1  0.1500290
## INFO  [12:40:00.603] [bbotk]           5  0.1223072
## INFO  [12:40:00.603] [bbotk]           1  0.1760141
## INFO  [12:40:00.603] [bbotk]           1  0.1741764
## INFO  [12:40:00.603] [bbotk]           1  0.1554251
## INFO  [12:40:00.802] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:40:00.943] [bbotk] Result of batch 161:
## INFO  [12:40:00.949] [bbotk]  heatF laneF    pointP reactiontimeP swimtimeP mediaParcialesP
## INFO  [12:40:00.949] [bbotk]      2     8  930.5086     0.7200000 129.16000        32.29000
## INFO  [12:40:00.949] [bbotk]      1     8  959.8708     0.7200000  85.71825        32.29000
## INFO  [12:40:00.949] [bbotk]      1     8  891.9829     0.7367528 129.16000        26.67835
## INFO  [12:40:00.949] [bbotk]      5     6  931.0238     0.7200000 129.16000        31.63146
## INFO  [12:40:00.949] [bbotk]      1     8  886.0000     0.7200000 129.16000        32.29000
## INFO  [12:40:00.949] [bbotk]      1     3  886.0000     0.7200000 129.16000        32.29000
## INFO  [12:40:00.949] [bbotk]      1     4  921.4238     0.7200000 129.16000        32.29000
## INFO  [12:40:00.949] [bbotk]      1     8  929.9327     0.7200000 129.16000        33.89483
## INFO  [12:40:00.949] [bbotk]     11     8  886.0000     0.6841848 129.16000        32.29000
## INFO  [12:40:00.949] [bbotk]      1     0  907.3572     0.6705708 665.97661        32.29000
## INFO  [12:40:00.949] [bbotk]      1     8  914.8064     0.7200000 129.16000        32.29000
## INFO  [12:40:00.949] [bbotk]      1     8 1000.4322     0.7200000 129.16000        35.15480
## INFO  [12:40:00.949] [bbotk]      1     8  886.0000     0.7200000 129.16000        32.29000
## INFO  [12:40:00.949] [bbotk]      1     8  886.0000     0.7200000 129.16000        32.29000
## INFO  [12:40:00.949] [bbotk]      1     8  899.8214     0.7200000 129.16000        32.29000
## INFO  [12:40:00.949] [bbotk]      1     7  886.0000     0.7200000 831.50259        27.77000
## INFO  [12:40:00.949] [bbotk]      1     2  886.0000     0.7200000 129.16000        32.29000
## INFO  [12:40:00.949] [bbotk]      1     4  913.8505     0.7200000 129.16000        32.29000
## INFO  [12:40:00.949] [bbotk]      1     8  886.0000     0.7200000 129.16000        32.29000
## INFO  [12:40:00.949] [bbotk]      1     5  939.1338     0.7163061 129.16000        32.29000
## INFO  [12:40:00.949] [bbotk]  medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO  [12:40:00.949] [bbotk]           32.81500         33.05000         29.40763 161  NA 3201        0.00
## INFO  [12:40:00.949] [bbotk]           32.85465         33.05000         30.48000 161  NA 3202        0.15
## INFO  [12:40:00.949] [bbotk]           32.81500         28.94126         24.92233 161  NA 3203        0.30
## INFO  [12:40:00.949] [bbotk]           32.81500         33.05000         30.48000 161  NA 3204        0.10
## INFO  [12:40:00.949] [bbotk]           32.81500         27.39503         30.48000 161  NA 3205        0.30
## INFO  [12:40:00.949] [bbotk]           32.81500         33.05000         30.48000 161  NA 3206        0.00
## INFO  [12:40:00.949] [bbotk]           32.81500         33.05000         30.48000 161  NA 3207        0.10
## INFO  [12:40:00.949] [bbotk]           32.19481         22.60618         27.03083 161  NA 3208        0.10
## INFO  [12:40:00.949] [bbotk]           32.81500         33.05000         30.48000 161  NA 3209        0.05
## INFO  [12:40:00.949] [bbotk]           26.06816         33.05000         26.70997 161  NA 3210        0.00
## INFO  [12:40:00.949] [bbotk]           31.46698         33.05000         30.48000 161  NA 3211        0.05
## INFO  [12:40:00.949] [bbotk]           32.81500         33.05000         30.48000 161  NA 3212        0.15
## INFO  [12:40:00.949] [bbotk]           32.81500         33.05000         30.48000 161  NA 3213        0.10
## INFO  [12:40:00.949] [bbotk]           31.17031         31.53214         30.48000 161  NA 3214        0.10
## INFO  [12:40:00.949] [bbotk]           32.81500         33.05000         30.48000 161  NA 3215        0.05
## INFO  [12:40:00.949] [bbotk]           32.81500         33.05000         28.76763 161  NA 3216        0.00
## INFO  [12:40:00.949] [bbotk]           36.21432         29.86437         28.98649 161  NA 3217        0.25
## INFO  [12:40:00.949] [bbotk]           26.87560         33.05000         25.26125 161  NA 3218        0.00
## INFO  [12:40:00.949] [bbotk]           32.81500         33.05000         29.91799 161  NA 3219        0.10
## INFO  [12:40:00.949] [bbotk]           22.52932         36.89674         30.48000 161  NA 3220        0.05
## INFO  [12:40:00.949] [bbotk]  dist_x_interest no_changed dist_train
## INFO  [12:40:00.949] [bbotk]      0.079991647          3  0.2080267
## INFO  [12:40:00.949] [bbotk]      0.029018592          3  0.1624697
## INFO  [12:40:00.949] [bbotk]      0.068620101          5  0.1787524
## INFO  [12:40:00.949] [bbotk]      0.136300179          4  0.2258423
## INFO  [12:40:00.949] [bbotk]      0.017618931          1  0.1676479
## INFO  [12:40:00.949] [bbotk]      0.058823529          1  0.1500290
## INFO  [12:40:00.949] [bbotk]      0.071376251          2  0.1259392
## INFO  [12:40:00.949] [bbotk]      0.074444422          5  0.1784495
## INFO  [12:40:00.949] [bbotk]      0.064675684          2  0.2147046
## INFO  [12:40:00.949] [bbotk]      0.152817654          6  0.2090452
## INFO  [12:40:00.949] [bbotk]      0.015434921          2  0.1489061
## INFO  [12:40:00.949] [bbotk]      0.052289305          2  0.1878554
## INFO  [12:40:00.949] [bbotk]      0.000000000          0  0.1500290
## INFO  [12:40:00.949] [bbotk]      0.011106612          2  0.1532344
## INFO  [12:40:00.949] [bbotk]      0.004897744          1  0.1535093
## INFO  [12:40:00.949] [bbotk]      0.129421461          4  0.2171606
## INFO  [12:40:00.949] [bbotk]      0.089445393          4  0.1768100
## INFO  [12:40:00.949] [bbotk]      0.117983862          4  0.1269394
## INFO  [12:40:00.949] [bbotk]      0.002828015          1  0.1496365
## INFO  [12:40:00.949] [bbotk]      0.130124605          5  0.2057823
## INFO  [12:40:01.125] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:40:01.271] [bbotk] Result of batch 162:
## INFO  [12:40:01.276] [bbotk]  heatF laneF   pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO  [12:40:01.276] [bbotk]     11     8 886.0000     0.7200000  129.1600        28.87589          32.81500
## INFO  [12:40:01.276] [bbotk]      1     8 886.0000     0.7200000  298.4020        30.69384          32.81500
## INFO  [12:40:01.276] [bbotk]      1     8 888.0267     0.7267973  129.1600        32.29000          32.19481
## INFO  [12:40:01.276] [bbotk]      3     2 886.0000     0.7220267  966.9933        32.29000          23.61305
## INFO  [12:40:01.276] [bbotk]      1     8 934.8077     0.7200000  863.9632        32.29000          32.81500
## INFO  [12:40:01.276] [bbotk]      3     8 886.0000     0.7200000  129.1600        32.29000          29.28045
## INFO  [12:40:01.276] [bbotk]      1     8 886.0000     0.7200000  317.7241        32.29000          32.81500
## INFO  [12:40:01.276] [bbotk]      9     8 857.6516     0.7200000  617.8494        32.29000          32.81500
## INFO  [12:40:01.276] [bbotk]      9     9 886.0000     0.7200000  425.1347        32.29000          24.02799
## INFO  [12:40:01.276] [bbotk]      1     8 886.0000     0.7389248  129.1600        32.29000          31.46698
## INFO  [12:40:01.276] [bbotk]      3     8 914.7636     0.7200000  129.1600        32.29000          34.96814
## INFO  [12:40:01.276] [bbotk]      1     4 922.6920     0.7200000  288.9495        32.29000          32.81500
## INFO  [12:40:01.276] [bbotk]      1     8 984.0530     0.7200000  129.1600        26.46070          30.92949
## INFO  [12:40:01.276] [bbotk]     10     3 886.0000     0.7200000  129.1600        32.97192          26.79902
## INFO  [12:40:01.276] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          31.53990
## INFO  [12:40:01.276] [bbotk]      1     8 902.3840     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:40:01.276] [bbotk]      6     4 886.0000     0.7200000  100.2169        32.29000          32.81500
## INFO  [12:40:01.276] [bbotk]      1     9 886.0000     0.7399269  129.1600        32.29000          32.81500
## INFO  [12:40:01.276] [bbotk]      1     5 886.0000     0.7200000  325.7069        32.29000          32.81500
## INFO  [12:40:01.276] [bbotk]      1     8 956.2627     0.7200000  129.1600        21.63188          32.81500
## INFO  [12:40:01.276] [bbotk]  maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO  [12:40:01.276] [bbotk]          31.04335         23.10228 162  NA 3221        0.15      0.11619016
## INFO  [12:40:01.276] [bbotk]          33.05000         30.48000 162  NA 3222        0.10      0.01701302
## INFO  [12:40:01.276] [bbotk]          24.17294         29.91799 162  NA 3223        0.20      0.03471958
## INFO  [12:40:01.276] [bbotk]          33.05000         30.48000 162  NA 3224        0.05      0.20550322
## INFO  [12:40:01.276] [bbotk]          33.05000         25.26125 162  NA 3225        0.00      0.08902398
## INFO  [12:40:01.276] [bbotk]          33.05000         28.98649 162  NA 3226        0.15      0.08004445
## INFO  [12:40:01.276] [bbotk]          31.30563         25.95225 162  NA 3227        0.15      0.03988622
## INFO  [12:40:01.276] [bbotk]          24.99255         30.48000 162  NA 3228        0.30      0.12421228
## INFO  [12:40:01.276] [bbotk]          33.05000         30.48000 162  NA 3229        0.10      0.17003405
## INFO  [12:40:01.276] [bbotk]          33.05000         29.03133 162  NA 3230        0.15      0.01560903
## INFO  [12:40:01.276] [bbotk]          33.05000         30.48000 162  NA 3231        0.25      0.07736523
## INFO  [12:40:01.276] [bbotk]          33.05000         25.95320 162  NA 3232        0.00      0.10449171
## INFO  [12:40:01.276] [bbotk]          27.26555         30.48000 162  NA 3233        0.30      0.08396665
## INFO  [12:40:01.276] [bbotk]          39.36481         30.48000 162  NA 3234        0.00      0.16344387
## INFO  [12:40:01.276] [bbotk]          38.75044         30.48000 162  NA 3235        0.00      0.02270495
## INFO  [12:40:01.276] [bbotk]          33.05000         28.76763 162  NA 3236        0.00      0.01442240
## INFO  [12:40:01.276] [bbotk]          33.05000         30.48000 162  NA 3237        0.20      0.11943800
## INFO  [12:40:01.276] [bbotk]          33.05000         30.48000 162  NA 3238        0.15      0.06207955
## INFO  [12:40:01.276] [bbotk]          33.05000         24.06455 162  NA 3239        0.15      0.10326767
## INFO  [12:40:01.276] [bbotk]          33.05000         30.48000 162  NA 3240        0.10      0.06857272
## INFO  [12:40:01.276] [bbotk]  no_changed dist_train
## INFO  [12:40:01.276] [bbotk]           4  0.2317675
## INFO  [12:40:01.276] [bbotk]           2  0.1667961
## INFO  [12:40:01.276] [bbotk]           5  0.1734496
## INFO  [12:40:01.276] [bbotk]           5  0.2960463
## INFO  [12:40:01.276] [bbotk]           3  0.2115477
## INFO  [12:40:01.276] [bbotk]           3  0.2063994
## INFO  [12:40:01.276] [bbotk]           3  0.1770540
## INFO  [12:40:01.276] [bbotk]           4  0.2742412
## INFO  [12:40:01.276] [bbotk]           4  0.2612395
## INFO  [12:40:01.276] [bbotk]           3  0.1549166
## INFO  [12:40:01.276] [bbotk]           3  0.2213210
## INFO  [12:40:01.276] [bbotk]           4  0.1364865
## INFO  [12:40:01.276] [bbotk]           4  0.1745063
## INFO  [12:40:01.276] [bbotk]           5  0.2544000
## INFO  [12:40:01.276] [bbotk]           2  0.1691607
## INFO  [12:40:01.276] [bbotk]           2  0.1508483
## INFO  [12:40:01.276] [bbotk]           3  0.1991064
## INFO  [12:40:01.276] [bbotk]           2  0.1500170
## INFO  [12:40:01.276] [bbotk]           3  0.1912526
## INFO  [12:40:01.276] [bbotk]           2  0.1874438
## INFO  [12:40:01.477] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:40:01.621] [bbotk] Result of batch 163:
## INFO  [12:40:01.629] [bbotk]  heatF laneF    pointP reactiontimeP swimtimeP mediaParcialesP
## INFO  [12:40:01.629] [bbotk]      1     8  886.0000     0.6868587  129.1600        25.34679
## INFO  [12:40:01.629] [bbotk]      1     8  947.2598     0.7200000  129.1600        32.29000
## INFO  [12:40:01.629] [bbotk]      1     1  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:40:01.629] [bbotk]      1     8  934.5352     0.7200000  791.9068        23.94663
## INFO  [12:40:01.629] [bbotk]      3     8  985.8000     0.7200000  129.1600        32.29000
## INFO  [12:40:01.629] [bbotk]      5     8 1009.5355     0.7177456  676.6961        32.29000
## INFO  [12:40:01.629] [bbotk]      1     5  877.0240     0.7200000  129.1600        35.50091
## INFO  [12:40:01.629] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:40:01.629] [bbotk]      1     8  959.5017     0.6871713  129.1600        30.06773
## INFO  [12:40:01.629] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:40:01.629] [bbotk]      1     8  886.0000     0.7200000  129.1600        22.36069
## INFO  [12:40:01.629] [bbotk]      1     3  886.4447     0.7200000  780.5413        32.29000
## INFO  [12:40:01.629] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:40:01.629] [bbotk]     11     8  886.0000     0.7200000  644.4607        32.29000
## INFO  [12:40:01.629] [bbotk]      1     8  895.2345     0.7200000  129.1600        32.29000
## INFO  [12:40:01.629] [bbotk]      9     8  914.6869     0.7200000  129.1600        32.29000
## INFO  [12:40:01.629] [bbotk]     11     8  904.3641     0.7348992  909.1224        22.54794
## INFO  [12:40:01.629] [bbotk]      1     0  990.8916     0.7200000  129.1600        29.74283
## INFO  [12:40:01.629] [bbotk]     12     8  886.0000     0.7200000  129.1600        26.14191
## INFO  [12:40:01.629] [bbotk]      1     4  886.0000     0.7200000  962.6916        24.22067
## INFO  [12:40:01.629] [bbotk]  medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO  [12:40:01.629] [bbotk]           27.18856         33.05000         30.48000 163  NA 3241        0.05
## INFO  [12:40:01.629] [bbotk]           32.81500         33.05000         25.35289 163  NA 3242        0.05
## INFO  [12:40:01.629] [bbotk]           30.34252         33.05000         30.48000 163  NA 3243        0.10
## INFO  [12:40:01.629] [bbotk]           32.81500         33.05000         31.82956 163  NA 3244        0.10
## INFO  [12:40:01.629] [bbotk]           30.85879         33.05000         30.48000 163  NA 3245        0.05
## INFO  [12:40:01.629] [bbotk]           32.81500         33.05000         30.48000 163  NA 3246        0.05
## INFO  [12:40:01.629] [bbotk]           24.98377         33.05000         21.41616 163  NA 3247        0.20
## INFO  [12:40:01.629] [bbotk]           32.81500         31.04335         29.03133 163  NA 3248        0.10
## INFO  [12:40:01.629] [bbotk]           32.81500         34.26625         30.79931 163  NA 3249        0.10
## INFO  [12:40:01.629] [bbotk]           32.19481         33.05000         29.91799 163  NA 3250        0.00
## INFO  [12:40:01.629] [bbotk]           33.43944         33.05000         28.24555 163  NA 3251        0.20
## INFO  [12:40:01.629] [bbotk]           32.81500         27.19246         30.48000 163  NA 3252        0.15
## INFO  [12:40:01.629] [bbotk]           32.81500         33.05000         30.48000 163  NA 3253        0.10
## INFO  [12:40:01.629] [bbotk]           22.61727         33.81025         30.48000 163  NA 3254        0.05
## INFO  [12:40:01.629] [bbotk]           32.81500         33.05000         29.31950 163  NA 3255        0.10
## INFO  [12:40:01.629] [bbotk]           23.63344         24.36710         26.12235 163  NA 3256        0.10
## INFO  [12:40:01.629] [bbotk]           32.81500         22.23442         29.75810 163  NA 3257        0.15
## INFO  [12:40:01.629] [bbotk]           31.53990         29.83429         28.47947 163  NA 3258        0.00
## INFO  [12:40:01.629] [bbotk]           32.81500         33.05000         28.61082 163  NA 3259        0.20
## INFO  [12:40:01.629] [bbotk]           32.81500         22.74584         30.48000 163  NA 3260        0.10
## INFO  [12:40:01.629] [bbotk]  dist_x_interest no_changed dist_train
## INFO  [12:40:01.629] [bbotk]      0.055684166          3  0.1662830
## INFO  [12:40:01.629] [bbotk]      0.047507298          2  0.1700310
## INFO  [12:40:01.629] [bbotk]      0.068410872          2  0.1007928
## INFO  [12:40:01.629] [bbotk]      0.099188334          4  0.2180594
## INFO  [12:40:01.629] [bbotk]      0.101773927          3  0.2254303
## INFO  [12:40:01.629] [bbotk]      0.136848091          4  0.2749386
## INFO  [12:40:01.629] [bbotk]      0.151137224          5  0.2386544
## INFO  [12:40:01.629] [bbotk]      0.013541652          2  0.1507994
## INFO  [12:40:01.629] [bbotk]      0.045912655          5  0.1557988
## INFO  [12:40:01.629] [bbotk]      0.005232895          2  0.1520414
## INFO  [12:40:01.629] [bbotk]      0.054353041          3  0.1824344
## INFO  [12:40:01.629] [bbotk]      0.117537207          4  0.2084275
## INFO  [12:40:01.629] [bbotk]      0.000000000          0  0.1500290
## INFO  [12:40:01.629] [bbotk]      0.132620854          4  0.2740064
## INFO  [12:40:01.629] [bbotk]      0.009111896          2  0.1545030
## INFO  [12:40:01.629] [bbotk]      0.153572005          5  0.2446142
## INFO  [12:40:01.629] [bbotk]      0.193278763          7  0.3036747
## INFO  [12:40:01.629] [bbotk]      0.131460527          6  0.1855198
## INFO  [12:40:01.629] [bbotk]      0.093422607          3  0.2215040
## INFO  [12:40:01.629] [bbotk]      0.175571119          4  0.2178911
## INFO  [12:40:01.818] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:40:01.969] [bbotk] Result of batch 164:
## INFO  [12:40:01.975] [bbotk]  heatF laneF   pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO  [12:40:01.975] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:40:01.975] [bbotk]      5     8 900.1560     0.7058368  129.1600        32.29000          31.52607
## INFO  [12:40:01.975] [bbotk]      1     0 886.0000     0.7090778   71.8433        32.29000          23.77798
## INFO  [12:40:01.975] [bbotk]      1     8 899.5482     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:40:01.975] [bbotk]      1     9 938.0963     0.7200000  197.3958        32.29000          31.95041
## INFO  [12:40:01.975] [bbotk]      1     5 886.0000     0.7200000  129.1600        28.12024          32.19481
## INFO  [12:40:01.975] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:40:01.975] [bbotk]      1     8 909.0394     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:40:01.975] [bbotk]      1     8 870.4122     0.7194315  129.1600        32.29000          32.81500
## INFO  [12:40:01.975] [bbotk]      1     8 886.0000     0.7405849  358.3866        32.29000          32.81500
## INFO  [12:40:01.975] [bbotk]      1     0 947.3766     0.7200000  129.1600        32.29000          31.98062
## INFO  [12:40:01.975] [bbotk]      1     3 918.8408     0.7200000  129.1600        32.29000          32.36724
## INFO  [12:40:01.975] [bbotk]      1     8 886.0000     0.7200000  414.9868        29.04770          34.35790
## INFO  [12:40:01.975] [bbotk]      1     6 886.0000     0.7166365  129.1600        32.29000          32.81500
## INFO  [12:40:01.975] [bbotk]      1     8 921.4238     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:40:01.975] [bbotk]      1     3 959.8390     0.7394133  129.1600        32.29000          26.51958
## INFO  [12:40:01.975] [bbotk]      4     8 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:40:01.975] [bbotk]      6     8 886.0000     0.7200000  129.1600        32.29000          36.05801
## INFO  [12:40:01.975] [bbotk]      1     8 886.0000     0.7200000  129.1600        26.19417          32.81500
## INFO  [12:40:01.975] [bbotk]      1     8 972.6567     0.7200000  104.9815        32.29000          32.81500
## INFO  [12:40:01.975] [bbotk]  maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO  [12:40:01.975] [bbotk]          33.05000         30.48000 164  NA 3261        0.10     0.000000000
## INFO  [12:40:01.975] [bbotk]          33.05000         27.54401 164  NA 3262        0.00     0.085925788
## INFO  [12:40:01.975] [bbotk]          35.97697         30.48000 164  NA 3263        0.10     0.108316418
## INFO  [12:40:01.975] [bbotk]          33.05000         30.48000 164  NA 3264        0.05     0.004800914
## INFO  [12:40:01.975] [bbotk]          33.05000         30.48000 164  NA 3265        0.05     0.084859137
## INFO  [12:40:01.975] [bbotk]          33.05000         29.91799 164  NA 3266        0.00     0.081143171
## INFO  [12:40:01.975] [bbotk]          36.23027         27.91639 164  NA 3267        0.20     0.022808611
## INFO  [12:40:01.975] [bbotk]          22.91279         28.84188 164  NA 3268        0.20     0.047991168
## INFO  [12:40:01.975] [bbotk]          23.88487         30.48000 164  NA 3269        0.30     0.034171947
## INFO  [12:40:01.975] [bbotk]          26.66415         30.48000 164  NA 3270        0.30     0.037443675
## INFO  [12:40:01.975] [bbotk]          33.05000         29.94748 164  NA 3271        0.00     0.086487920
## INFO  [12:40:01.975] [bbotk]          33.05000         30.63325 164  NA 3272        0.05     0.072968373
## INFO  [12:40:01.975] [bbotk]          35.30391         30.48000 164  NA 3273        0.20     0.043977740
## INFO  [12:40:01.975] [bbotk]          33.05000         22.14956 164  NA 3274        0.15     0.101291524
## INFO  [12:40:01.975] [bbotk]          33.05000         30.48000 164  NA 3275        0.10     0.012552721
## INFO  [12:40:01.975] [bbotk]          33.05000         30.48000 164  NA 3276        0.00     0.112572393
## INFO  [12:40:01.975] [bbotk]          33.05000         30.48000 164  NA 3277        0.10     0.058823529
## INFO  [12:40:01.975] [bbotk]          31.04335         30.48000 164  NA 3278        0.15     0.077650735
## INFO  [12:40:01.975] [bbotk]          33.05000         30.48000 164  NA 3279        0.10     0.024979330
## INFO  [12:40:01.975] [bbotk]          33.05000         30.48000 164  NA 3280        0.15     0.032203658
## INFO  [12:40:01.975] [bbotk]  no_changed dist_train
## INFO  [12:40:01.975] [bbotk]           0  0.1500290
## INFO  [12:40:01.975] [bbotk]           5  0.2093063
## INFO  [12:40:01.975] [bbotk]           5  0.1992577
## INFO  [12:40:01.975] [bbotk]           1  0.1534124
## INFO  [12:40:01.975] [bbotk]           4  0.1746471
## INFO  [12:40:01.975] [bbotk]           4  0.1688823
## INFO  [12:40:01.975] [bbotk]           2  0.1692644
## INFO  [12:40:01.975] [bbotk]           3  0.1659914
## INFO  [12:40:01.975] [bbotk]           3  0.1842009
## INFO  [12:40:01.975] [bbotk]           3  0.1842047
## INFO  [12:40:01.975] [bbotk]           4  0.1730555
## INFO  [12:40:01.975] [bbotk]           4  0.1620725
## INFO  [12:40:01.975] [bbotk]           4  0.1875990
## INFO  [12:40:01.975] [bbotk]           3  0.1892765
## INFO  [12:40:01.975] [bbotk]           1  0.1517883
## INFO  [12:40:01.975] [bbotk]           4  0.1990924
## INFO  [12:40:01.975] [bbotk]           1  0.2088525
## INFO  [12:40:01.975] [bbotk]           3  0.2270593
## INFO  [12:40:01.975] [bbotk]           1  0.1693642
## INFO  [12:40:01.975] [bbotk]           2  0.1680387
## INFO  [12:40:02.227] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:40:02.366] [bbotk] Result of batch 165:
## INFO  [12:40:02.372] [bbotk]  heatF laneF   pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO  [12:40:02.372] [bbotk]      1     8 871.5942     0.7195464  129.1600        32.29000          34.30601
## INFO  [12:40:02.372] [bbotk]      6     8 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:40:02.372] [bbotk]     12     8 888.5050     0.7200000  129.1600        33.85594          23.28848
## INFO  [12:40:02.372] [bbotk]      9     8 867.8092     0.7200000  132.5536        26.39155          32.19481
## INFO  [12:40:02.372] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:40:02.372] [bbotk]      1     8 907.3572     0.7200000  891.2528        23.34501          32.81500
## INFO  [12:40:02.372] [bbotk]      1     3 886.0000     0.7507651  687.1393        24.18756          32.81500
## INFO  [12:40:02.372] [bbotk]      7     8 886.0000     0.6846700  129.1600        30.88665          32.81500
## INFO  [12:40:02.372] [bbotk]      1     8 952.5060     0.7498461  129.1600        32.29000          32.81500
## INFO  [12:40:02.372] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:40:02.372] [bbotk]      1     8 921.3557     0.7200000  129.1600        32.29000          33.20227
## INFO  [12:40:02.372] [bbotk]     10     1 956.1655     0.7274930  129.1600        32.29000          32.81500
## INFO  [12:40:02.372] [bbotk]      3     8 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:40:02.372] [bbotk]      1     8 886.0000     0.7200000  129.1600        33.77364          27.47732
## INFO  [12:40:02.372] [bbotk]      1     8 886.0000     0.7132530  192.2230        32.29000          32.81500
## INFO  [12:40:02.372] [bbotk]      1     7 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:40:02.372] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          31.53990
## INFO  [12:40:02.372] [bbotk]      1     8 886.0000     0.7200000  334.1763        32.29000          32.81500
## INFO  [12:40:02.372] [bbotk]      1     4 930.0995     0.7200000  129.1600        32.29000          31.37321
## INFO  [12:40:02.372] [bbotk]      1     8 916.5201     0.7200000  129.1600        32.29000          32.53521
## INFO  [12:40:02.372] [bbotk]  maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO  [12:40:02.372] [bbotk]          34.87537         30.48000 165  NA 3281        0.20     0.016647749
## INFO  [12:40:02.372] [bbotk]          33.05000         30.48000 165  NA 3282        0.10     0.058823529
## INFO  [12:40:02.372] [bbotk]          28.25951         25.06245 165  NA 3283        0.25     0.145254671
## INFO  [12:40:02.372] [bbotk]          33.05000         30.48000 165  NA 3284        0.10     0.092054969
## INFO  [12:40:02.372] [bbotk]          33.05000         30.48000 165  NA 3285        0.10     0.000000000
## INFO  [12:40:02.372] [bbotk]          22.56606         29.73764 165  NA 3286        0.15     0.127779138
## INFO  [12:40:02.372] [bbotk]          33.05000         30.48000 165  NA 3287        0.00     0.131579027
## INFO  [12:40:02.372] [bbotk]          37.17116         30.48000 165  NA 3288        0.05     0.083187123
## INFO  [12:40:02.372] [bbotk]          33.05000         28.94750 165  NA 3289        0.05     0.036155251
## INFO  [12:40:02.372] [bbotk]          33.05000         24.67598 165  NA 3290        0.20     0.029205566
## INFO  [12:40:02.372] [bbotk]          30.80147         28.54386 165  NA 3291        0.00     0.030778487
## INFO  [12:40:02.372] [bbotk]          32.13591         28.53185 165  NA 3292        0.00     0.156386149
## INFO  [12:40:02.372] [bbotk]          33.05000         30.48000 165  NA 3293        0.10     0.058823529
## INFO  [12:40:02.372] [bbotk]          33.84722         30.48000 165  NA 3294        0.10     0.029260981
## INFO  [12:40:02.372] [bbotk]          33.05000         30.48000 165  NA 3295        0.10     0.005004649
## INFO  [12:40:02.372] [bbotk]          33.05000         29.91799 165  NA 3296        0.10     0.061651544
## INFO  [12:40:02.372] [bbotk]          33.05000         29.25203 165  NA 3297        0.05     0.011123469
## INFO  [12:40:02.372] [bbotk]          31.30563         29.75810 165  NA 3298        0.15     0.021753374
## INFO  [12:40:02.372] [bbotk]          33.05000         30.48000 165  NA 3299        0.05     0.080041265
## INFO  [12:40:02.372] [bbotk]          33.05000         30.41681 165  NA 3300        0.05     0.012217951
## INFO  [12:40:02.372] [bbotk]  no_changed dist_train
## INFO  [12:40:02.372] [bbotk]           4  0.1592475
## INFO  [12:40:02.372] [bbotk]           1  0.2088525
## INFO  [12:40:02.372] [bbotk]           6  0.2548524
## INFO  [12:40:02.372] [bbotk]           5  0.2316301
## INFO  [12:40:02.372] [bbotk]           0  0.1500290
## INFO  [12:40:02.372] [bbotk]           5  0.2358478
## INFO  [12:40:02.372] [bbotk]           4  0.2192706
## INFO  [12:40:02.372] [bbotk]           4  0.2231070
## INFO  [12:40:02.372] [bbotk]           3  0.1595595
## INFO  [12:40:02.372] [bbotk]           1  0.1760141
## INFO  [12:40:02.372] [bbotk]           4  0.1400500
## INFO  [12:40:02.372] [bbotk]           6  0.1816815
## INFO  [12:40:02.372] [bbotk]           1  0.2088525
## INFO  [12:40:02.372] [bbotk]           3  0.1706465
## INFO  [12:40:02.372] [bbotk]           2  0.1550336
## INFO  [12:40:02.372] [bbotk]           2  0.1496365
## INFO  [12:40:02.372] [bbotk]           2  0.1532176
## INFO  [12:40:02.372] [bbotk]           3  0.1679596
## INFO  [12:40:02.372] [bbotk]           3  0.1284556
## INFO  [12:40:02.372] [bbotk]           3  0.1521231
## INFO  [12:40:02.642] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:40:02.803] [bbotk] Result of batch 166:
## INFO  [12:40:02.810] [bbotk]  heatF laneF   pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO  [12:40:02.810] [bbotk]      1     2 886.0000      0.720000  734.1558        32.29000          32.81500
## INFO  [12:40:02.810] [bbotk]      7     8 909.3611      0.720000  414.3407        32.29000          32.81500
## INFO  [12:40:02.810] [bbotk]      1     8 886.0000      0.720000  129.1600        32.29000          32.81500
## INFO  [12:40:02.810] [bbotk]      1     8 886.0000      0.720000  129.1600        32.29000          29.02382
## INFO  [12:40:02.810] [bbotk]      1     8 912.4753      0.727992  129.1600        32.29000          32.63148
## INFO  [12:40:02.810] [bbotk]      1     8 886.0000      0.720000  129.1600        32.29000          31.82551
## INFO  [12:40:02.810] [bbotk]      1     5 965.7079      0.720000  129.1600        32.88906          32.81500
## INFO  [12:40:02.810] [bbotk]      1     8 906.9228      0.720000  129.1600        32.29000          32.81500
## INFO  [12:40:02.810] [bbotk]      1     8 914.8064      0.720000  129.1600        32.29000          32.81500
## INFO  [12:40:02.810] [bbotk]      1     8 886.0000      0.720000  129.1600        32.29000          32.19481
## INFO  [12:40:02.810] [bbotk]      9     8 886.0000      0.720000  129.1600        32.29000          32.81500
## INFO  [12:40:02.810] [bbotk]      1     8 886.0000      0.720000  683.9029        32.29000          30.92689
## INFO  [12:40:02.810] [bbotk]      6     8 905.7116      0.720000  217.8143        32.29000          25.07047
## INFO  [12:40:02.810] [bbotk]      7     4 866.4097      0.720000   50.2292        21.81612          32.81500
## INFO  [12:40:02.810] [bbotk]      1     8 886.0000      0.720000  952.7713        32.29000          32.81500
## INFO  [12:40:02.810] [bbotk]      1     8 867.2339      0.720000  129.1600        32.29000          26.17724
## INFO  [12:40:02.810] [bbotk]      5     8 886.0000      0.720000  129.1600        32.29000          32.81500
## INFO  [12:40:02.810] [bbotk]      1     8 972.2522      0.720000  129.1600        32.29000          32.81500
## INFO  [12:40:02.810] [bbotk]      1     8 886.0000      0.720000  289.1219        28.70648          32.81500
## INFO  [12:40:02.810] [bbotk]      1     8 886.0000      0.720000  129.1600        32.29000          30.37592
## INFO  [12:40:02.810] [bbotk]  maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO  [12:40:02.810] [bbotk]          25.87223         25.74998 166  NA 3301        0.15     0.142424019
## INFO  [12:40:02.810] [bbotk]          33.05000         30.48000 166  NA 3302        0.10     0.084748081
## INFO  [12:40:02.810] [bbotk]          33.05000         28.95344 166  NA 3303        0.20     0.007681573
## INFO  [12:40:02.810] [bbotk]          33.05000         30.48000 166  NA 3304        0.10     0.014700761
## INFO  [12:40:02.810] [bbotk]          24.85988         21.47440 166  NA 3305        0.25     0.082232588
## INFO  [12:40:02.810] [bbotk]          33.20411         28.86858 166  NA 3306        0.15     0.012425605
## INFO  [12:40:02.810] [bbotk]          33.05000         29.36375 166  NA 3307        0.00     0.095140427
## INFO  [12:40:02.810] [bbotk]          33.05000         28.61082 166  NA 3308        0.00     0.016819776
## INFO  [12:40:02.810] [bbotk]          31.04335         29.03133 166  NA 3309        0.00     0.023749450
## INFO  [12:40:02.810] [bbotk]          31.16175         30.48000 166  NA 3310        0.10     0.008288013
## INFO  [12:40:02.810] [bbotk]          32.74885         30.48000 166  NA 3311        0.10     0.059761797
## INFO  [12:40:02.810] [bbotk]          33.05000         28.99073 166  NA 3312        0.05     0.049141610
## INFO  [12:40:02.810] [bbotk]          29.46483         29.27826 166  NA 3313        0.05     0.118541907
## INFO  [12:40:02.810] [bbotk]          33.05000         29.04051 166  NA 3314        0.20     0.179636170
## INFO  [12:40:02.810] [bbotk]          33.05000         24.94019 166  NA 3315        0.15     0.078839328
## INFO  [12:40:02.810] [bbotk]          33.05000         30.48000 166  NA 3316        0.15     0.032388686
## INFO  [12:40:02.810] [bbotk]          29.95741         29.73425 166  NA 3317        0.10     0.072211537
## INFO  [12:40:02.810] [bbotk]          33.14603         30.48000 166  NA 3318        0.10     0.030863408
## INFO  [12:40:02.810] [bbotk]          33.05000         30.48000 166  NA 3319        0.10     0.024582554
## INFO  [12:40:02.810] [bbotk]          33.05000         30.37188 166  NA 3320        0.05     0.010001864
## INFO  [12:40:02.810] [bbotk]  no_changed dist_train
## INFO  [12:40:02.810] [bbotk]           4  0.2304090
## INFO  [12:40:02.810] [bbotk]           3  0.2325327
## INFO  [12:40:02.810] [bbotk]           1  0.1544901
## INFO  [12:40:02.810] [bbotk]           1  0.1560863
## INFO  [12:40:02.810] [bbotk]           5  0.1963745
## INFO  [12:40:02.810] [bbotk]           3  0.1528757
## INFO  [12:40:02.810] [bbotk]           4  0.1817080
## INFO  [12:40:02.810] [bbotk]           2  0.1500289
## INFO  [12:40:02.810] [bbotk]           3  0.1405916
## INFO  [12:40:02.810] [bbotk]           2  0.1560530
## INFO  [12:40:02.810] [bbotk]           2  0.2097908
## INFO  [12:40:02.810] [bbotk]           3  0.1838520
## INFO  [12:40:02.810] [bbotk]           6  0.2201543
## INFO  [12:40:02.810] [bbotk]           6  0.2244384
## INFO  [12:40:02.810] [bbotk]           2  0.2256478
## INFO  [12:40:02.810] [bbotk]           2  0.1737742
## INFO  [12:40:02.810] [bbotk]           3  0.2153386
## INFO  [12:40:02.810] [bbotk]           2  0.1696906
## INFO  [12:40:02.810] [bbotk]           2  0.1689674
## INFO  [12:40:02.810] [bbotk]           2  0.1543392
## INFO  [12:40:03.047] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:40:03.232] [bbotk] Result of batch 167:
## INFO  [12:40:03.240] [bbotk]  heatF laneF    pointP reactiontimeP swimtimeP mediaParcialesP
## INFO  [12:40:03.240] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:40:03.240] [bbotk]      1     8  886.0000     0.7330165  137.1097        32.29000
## INFO  [12:40:03.240] [bbotk]      1     8  914.4212     0.7200000  129.1600        32.29000
## INFO  [12:40:03.240] [bbotk]      1     1  900.3738     0.7190453  129.1600        32.29000
## INFO  [12:40:03.240] [bbotk]      1     8  886.0000     0.6890970  129.1600        35.11628
## INFO  [12:40:03.240] [bbotk]      1     4  921.4238     0.7200000  129.1600        32.29000
## INFO  [12:40:03.240] [bbotk]      1     8  914.8064     0.7200000  129.1600        32.29000
## INFO  [12:40:03.240] [bbotk]      1     0  884.9350     0.7200000  129.1600        30.94009
## INFO  [12:40:03.240] [bbotk]      1     8 1017.2721     0.6987600  129.1600        25.02511
## INFO  [12:40:03.240] [bbotk]      1     8 1012.7023     0.7200000  129.1600        24.76259
## INFO  [12:40:03.240] [bbotk]     10     8  886.0000     0.7378853  680.8397        25.36514
## INFO  [12:40:03.240] [bbotk]      1     8  947.4692     0.7602426  885.6722        32.29000
## INFO  [12:40:03.240] [bbotk]      1     8  878.7769     0.7200000  573.1162        32.29000
## INFO  [12:40:03.240] [bbotk]      1     8  987.9993     0.7200000  129.1600        32.29000
## INFO  [12:40:03.240] [bbotk]      9     0  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:40:03.240] [bbotk]      1     8  886.0000     0.7135336  129.1600        33.91905
## INFO  [12:40:03.240] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:40:03.240] [bbotk]      3     8  876.8554     0.7200000  411.4322        32.29000
## INFO  [12:40:03.240] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:40:03.240] [bbotk]      1     4  877.0890     0.7200000  129.1600        32.29000
## INFO  [12:40:03.240] [bbotk]  medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO  [12:40:03.240] [bbotk]           32.19481         33.05000         25.93277 167  NA 3321        0.10
## INFO  [12:40:03.240] [bbotk]           32.81500         37.84411         28.76763 167  NA 3322        0.20
## INFO  [12:40:03.240] [bbotk]           32.81500         32.87676         28.60808 167  NA 3323        0.05
## INFO  [12:40:03.240] [bbotk]           28.10435         26.44926         29.30527 167  NA 3324        0.10
## INFO  [12:40:03.240] [bbotk]           32.81500         33.05000         31.04236 167  NA 3325        0.15
## INFO  [12:40:03.240] [bbotk]           32.81500         33.05000         24.67598 167  NA 3326        0.00
## INFO  [12:40:03.240] [bbotk]           31.46698         33.05000         24.77246 167  NA 3327        0.10
## INFO  [12:40:03.240] [bbotk]           32.81500         33.05000         30.48000 167  NA 3328        0.10
## INFO  [12:40:03.240] [bbotk]           32.96643         33.05000         26.28018 167  NA 3329        0.10
## INFO  [12:40:03.240] [bbotk]           29.97830         33.05000         28.76763 167  NA 3330        0.00
## INFO  [12:40:03.240] [bbotk]           32.91809         33.07166         30.48000 167  NA 3331        0.15
## INFO  [12:40:03.240] [bbotk]           29.78281         39.24650         30.97567 167  NA 3332        0.00
## INFO  [12:40:03.240] [bbotk]           32.81500         33.05000         22.90394 167  NA 3333        0.20
## INFO  [12:40:03.240] [bbotk]           32.14231         34.89201         30.13286 167  NA 3334        0.00
## INFO  [12:40:03.240] [bbotk]           26.14906         33.05000         30.48000 167  NA 3335        0.10
## INFO  [12:40:03.240] [bbotk]           31.92017         33.05000         30.48000 167  NA 3336        0.10
## INFO  [12:40:03.240] [bbotk]           32.81500         33.05000         28.90768 167  NA 3337        0.20
## INFO  [12:40:03.240] [bbotk]           35.91412         23.59349         28.85047 167  NA 3338        0.35
## INFO  [12:40:03.240] [bbotk]           32.81500         33.05000         30.48000 167  NA 3339        0.10
## INFO  [12:40:03.240] [bbotk]           29.63638         36.36744         29.05879 167  NA 3340        0.05
## INFO  [12:40:03.240] [bbotk]  dist_x_interest no_changed dist_train
## INFO  [12:40:03.240] [bbotk]      0.025286318          2  0.1685141
## INFO  [12:40:03.240] [bbotk]      0.026172139          4  0.1694634
## INFO  [12:40:03.240] [bbotk]      0.020030453          3  0.1468459
## INFO  [12:40:03.240] [bbotk]      0.108815965          6  0.1365600
## INFO  [12:40:03.240] [bbotk]      0.019460748          3  0.1603028
## INFO  [12:40:03.240] [bbotk]      0.100581816          3  0.1325766
## INFO  [12:40:03.240] [bbotk]      0.044154981          3  0.1613227
## INFO  [12:40:03.240] [bbotk]      0.064732569          3  0.1556921
## INFO  [12:40:03.240] [bbotk]      0.101478360          5  0.1971047
## INFO  [12:40:03.240] [bbotk]      0.095359857          4  0.1759281
## INFO  [12:40:03.240] [bbotk]      0.124726411          6  0.2691113
## INFO  [12:40:03.240] [bbotk]      0.108727085          6  0.2245988
## INFO  [12:40:03.240] [bbotk]      0.068152979          3  0.2149615
## INFO  [12:40:03.240] [bbotk]      0.046238606          4  0.1763554
## INFO  [12:40:03.240] [bbotk]      0.143495061          3  0.2347005
## INFO  [12:40:03.240] [bbotk]      0.011201902          3  0.1612309
## INFO  [12:40:03.240] [bbotk]      0.007911841          1  0.1547204
## INFO  [12:40:03.240] [bbotk]      0.129210502          6  0.2635391
## INFO  [12:40:03.240] [bbotk]      0.000000000          0  0.1500290
## INFO  [12:40:03.240] [bbotk]      0.091794176          5  0.1402217
## INFO  [12:40:03.529] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:40:03.684] [bbotk] Result of batch 168:
## INFO  [12:40:03.691] [bbotk]  heatF laneF    pointP reactiontimeP swimtimeP mediaParcialesP
## INFO  [12:40:03.691] [bbotk]      5     8  928.2313     0.7200000  129.1600           32.29
## INFO  [12:40:03.691] [bbotk]      1     0  905.5792     0.7200000  129.1600           32.29
## INFO  [12:40:03.691] [bbotk]      1     8  886.0000     0.7200000  129.1600           32.29
## INFO  [12:40:03.691] [bbotk]      1     8  886.0000     0.7200000  563.8898           32.29
## INFO  [12:40:03.691] [bbotk]      8     8  886.0000     0.7032091  129.1600           32.29
## INFO  [12:40:03.691] [bbotk]      1     8  886.0000     0.6865624  129.1600           32.29
## INFO  [12:40:03.691] [bbotk]      1     9  914.8064     0.7048842  129.1600           32.29
## INFO  [12:40:03.691] [bbotk]      1     8  886.0000     0.7200000  129.1600           32.29
## INFO  [12:40:03.691] [bbotk]      1     8  886.0000     0.7200000  129.1600           32.29
## INFO  [12:40:03.691] [bbotk]      9     4  886.0000     0.7172196  696.2807           32.29
## INFO  [12:40:03.691] [bbotk]      1     6 1008.6809     0.7167616  636.3422           32.29
## INFO  [12:40:03.691] [bbotk]      1     3  928.0897     0.7200000  918.9174           32.29
## INFO  [12:40:03.691] [bbotk]      1     8  927.6538     0.7200000  129.1600           32.29
## INFO  [12:40:03.691] [bbotk]      1     1  908.9046     0.7382497  129.1600           32.29
## INFO  [12:40:03.691] [bbotk]      1     8  921.4238     0.7200000  129.1600           32.29
## INFO  [12:40:03.691] [bbotk]     12     8 1018.6517     0.7037720  129.1600           32.29
## INFO  [12:40:03.691] [bbotk]      1     8  904.3641     0.7200000  129.1600           32.29
## INFO  [12:40:03.691] [bbotk]      3     8  916.9584     0.6805456  129.1600           32.29
## INFO  [12:40:03.691] [bbotk]      1     3  886.0000     0.7200000  385.5200           32.29
## INFO  [12:40:03.691] [bbotk]      1     0  886.0000     0.7200000  129.1600           32.29
## INFO  [12:40:03.691] [bbotk]  medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO  [12:40:03.691] [bbotk]           32.81500         32.45479         28.62271 168  NA 3341        0.05
## INFO  [12:40:03.691] [bbotk]           32.81500         33.05000         30.32175 168  NA 3342        0.05
## INFO  [12:40:03.691] [bbotk]           32.19481         33.05000         30.48000 168  NA 3343        0.05
## INFO  [12:40:03.691] [bbotk]           32.81500         33.05000         30.48000 168  NA 3344        0.05
## INFO  [12:40:03.691] [bbotk]           27.27076         21.65602         23.47921 168  NA 3345        0.20
## INFO  [12:40:03.691] [bbotk]           26.10905         33.05000         29.88689 168  NA 3346        0.00
## INFO  [12:40:03.691] [bbotk]           34.98647         31.04335         30.48000 168  NA 3347        0.20
## INFO  [12:40:03.691] [bbotk]           31.46698         33.05000         29.03133 168  NA 3348        0.10
## INFO  [12:40:03.691] [bbotk]           32.81500         33.05000         29.03133 168  NA 3349        0.20
## INFO  [12:40:03.691] [bbotk]           32.19481         24.49320         29.91799 168  NA 3350        0.05
## INFO  [12:40:03.691] [bbotk]           32.81500         33.05000         30.48000 168  NA 3351        0.05
## INFO  [12:40:03.691] [bbotk]           32.81500         33.05000         30.48000 168  NA 3352        0.00
## INFO  [12:40:03.691] [bbotk]           32.81500         31.25553         30.47329 168  NA 3353        0.15
## INFO  [12:40:03.691] [bbotk]           32.81500         33.05000         24.41517 168  NA 3354        0.10
## INFO  [12:40:03.691] [bbotk]           32.81500         33.05000         30.48000 168  NA 3355        0.10
## INFO  [12:40:03.691] [bbotk]           28.08074         33.05000         29.25030 168  NA 3356        0.00
## INFO  [12:40:03.691] [bbotk]           32.81500         31.30563         30.48000 168  NA 3357        0.10
## INFO  [12:40:03.691] [bbotk]           32.81500         27.11514         25.45633 168  NA 3358        0.20
## INFO  [12:40:03.691] [bbotk]           32.81500         33.05000         30.48000 168  NA 3359        0.00
## INFO  [12:40:03.691] [bbotk]           32.81500         37.93905         30.48000 168  NA 3360        0.10
## INFO  [12:40:03.691] [bbotk]  dist_x_interest no_changed dist_train
## INFO  [12:40:03.691] [bbotk]      0.084988780          4  0.2038036
## INFO  [12:40:03.691] [bbotk]      0.066557899          3  0.1547533
## INFO  [12:40:03.691] [bbotk]      0.002404880          1  0.1524338
## INFO  [12:40:03.691] [bbotk]      0.026900135          1  0.1769291
## INFO  [12:40:03.691] [bbotk]      0.153792965          5  0.2596789
## INFO  [12:40:03.691] [bbotk]      0.034451275          3  0.1589405
## INFO  [12:40:03.691] [bbotk]      0.086173413          5  0.1753410
## INFO  [12:40:03.691] [bbotk]      0.012516746          2  0.1518243
## INFO  [12:40:03.691] [bbotk]      0.007289622          1  0.1540981
## INFO  [12:40:03.691] [bbotk]      0.185086486          7  0.2425242
## INFO  [12:40:03.691] [bbotk]      0.134209035          4  0.2239970
## INFO  [12:40:03.691] [bbotk]      0.122606853          3  0.2123948
## INFO  [12:40:03.691] [bbotk]      0.020385101          3  0.1479629
## INFO  [12:40:03.691] [bbotk]      0.100439888          4  0.1249159
## INFO  [12:40:03.691] [bbotk]      0.012552721          1  0.1517883
## INFO  [12:40:03.691] [bbotk]      0.133026918          5  0.2312197
## INFO  [12:40:03.691] [bbotk]      0.011942322          2  0.1523987
## INFO  [12:40:03.691] [bbotk]      0.120010538          5  0.2195048
## INFO  [12:40:03.691] [bbotk]      0.074686527          2  0.1658920
## INFO  [12:40:03.691] [bbotk]      0.074056123          2  0.1650123
## INFO  [12:40:03.950] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:40:04.097] [bbotk] Result of batch 169:
## INFO  [12:40:04.103] [bbotk]  heatF laneF   pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO  [12:40:04.103] [bbotk]      1     8 886.0000     0.7200000 129.16000        33.33565          33.92809
## INFO  [12:40:04.103] [bbotk]      1     8 910.8995     0.7589719 129.16000        32.29000          32.81500
## INFO  [12:40:04.103] [bbotk]      1     8 886.0000     0.7200000 129.16000        32.29000          31.04643
## INFO  [12:40:04.103] [bbotk]      1     8 886.0000     0.7014108 129.16000        25.78880          34.06369
## INFO  [12:40:04.103] [bbotk]      1     3 888.0267     0.7200000 129.16000        32.29000          32.81500
## INFO  [12:40:04.103] [bbotk]      1     8 907.3572     0.7200000 552.64296        32.29000          24.37830
## INFO  [12:40:04.103] [bbotk]      1     8 905.2662     0.7200000 129.16000        32.29000          32.81500
## INFO  [12:40:04.103] [bbotk]      1     8 926.1924     0.7200000 129.16000        32.29000          32.81500
## INFO  [12:40:04.103] [bbotk]      1     3 886.0000     0.7200000 129.16000        32.29000          32.81500
## INFO  [12:40:04.103] [bbotk]      1     8 886.0000     0.7200000 129.16000        32.29000          32.81500
## INFO  [12:40:04.103] [bbotk]      1     8 944.3500     0.7200000 129.16000        32.77081          25.70568
## INFO  [12:40:04.103] [bbotk]      1     8 880.9873     0.7200000 129.16000        32.29000          32.81500
## INFO  [12:40:04.103] [bbotk]      1     8 886.0000     0.7200000  57.40442        32.29000          32.81500
## INFO  [12:40:04.103] [bbotk]      1     8 887.7943     0.7200000 387.31195        32.29000          32.81500
## INFO  [12:40:04.103] [bbotk]      1     8 906.9228     0.7200000 129.16000        32.29000          32.81500
## INFO  [12:40:04.103] [bbotk]      1     1 875.4410     0.7200000 129.16000        32.29000          32.81500
## INFO  [12:40:04.103] [bbotk]      1     8 921.4238     0.7200000 129.16000        32.29000          32.81500
## INFO  [12:40:04.103] [bbotk]      1     8 914.7636     0.7200000 129.16000        32.29000          32.81500
## INFO  [12:40:04.103] [bbotk]      1     8 886.0000     0.7200000 129.16000        32.29000          32.81500
## INFO  [12:40:04.103] [bbotk]      1     3 886.0000     0.7091607 129.16000        32.29000          32.81500
## INFO  [12:40:04.103] [bbotk]  maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO  [12:40:04.103] [bbotk]          35.21749         30.48000 169  NA 3361        0.15     0.015354113
## INFO  [12:40:04.103] [bbotk]          36.95388         30.48000 169  NA 3362        0.15     0.027354458
## INFO  [12:40:04.103] [bbotk]          33.05000         30.48000 169  NA 3363        0.05     0.006857856
## INFO  [12:40:04.103] [bbotk]          33.05000         28.89538 169  NA 3364        0.25     0.042493554
## INFO  [12:40:04.103] [bbotk]          33.05000         29.40670 169  NA 3365        0.05     0.064942493
## INFO  [12:40:04.103] [bbotk]          33.05000         30.48000 169  NA 3366        0.00     0.066486671
## INFO  [12:40:04.103] [bbotk]          36.29573         30.48000 169  NA 3367        0.05     0.016939714
## INFO  [12:40:04.103] [bbotk]          31.22097         30.48000 169  NA 3368        0.15     0.019941139
## INFO  [12:40:04.103] [bbotk]          33.05000         28.76763 169  NA 3369        0.10     0.067440102
## INFO  [12:40:04.103] [bbotk]          33.05000         30.48000 169  NA 3370        0.10     0.000000000
## INFO  [12:40:04.103] [bbotk]          33.06277         30.48000 169  NA 3371        0.10     0.050254165
## INFO  [12:40:04.103] [bbotk]          33.05000         30.48000 169  NA 3372        0.10     0.001776296
## INFO  [12:40:04.103] [bbotk]          33.32061         30.48000 169  NA 3373        0.25     0.005283216
## INFO  [12:40:04.103] [bbotk]          31.99848         30.48000 169  NA 3374        0.15     0.019885879
## INFO  [12:40:04.103] [bbotk]          33.05000         28.61082 169  NA 3375        0.00     0.016819776
## INFO  [12:40:04.103] [bbotk]          33.05000         30.48000 169  NA 3376        0.20     0.062565201
## INFO  [12:40:04.103] [bbotk]          33.05000         24.67598 169  NA 3377        0.10     0.041758287
## INFO  [12:40:04.103] [bbotk]          33.05000         28.87404 169  NA 3378        0.05     0.018273745
## INFO  [12:40:04.103] [bbotk]          33.05000         24.85497 169  NA 3379        0.20     0.028304867
## INFO  [12:40:04.103] [bbotk]          35.63319         21.40652 169  NA 3380        0.20     0.114300302
## INFO  [12:40:04.103] [bbotk]  no_changed dist_train
## INFO  [12:40:04.103] [bbotk]           3  0.1509442
## INFO  [12:40:04.103] [bbotk]           3  0.1724488
## INFO  [12:40:04.103] [bbotk]           1  0.1568868
## INFO  [12:40:04.103] [bbotk]           4  0.1648561
## INFO  [12:40:04.103] [bbotk]           3  0.1515100
## INFO  [12:40:04.103] [bbotk]           3  0.1927359
## INFO  [12:40:04.103] [bbotk]           2  0.1633955
## INFO  [12:40:04.103] [bbotk]           2  0.1473711
## INFO  [12:40:04.103] [bbotk]           2  0.1554251
## INFO  [12:40:04.103] [bbotk]           0  0.1500290
## INFO  [12:40:04.103] [bbotk]           4  0.1661259
## INFO  [12:40:04.103] [bbotk]           1  0.1518053
## INFO  [12:40:04.103] [bbotk]           2  0.1550481
## INFO  [12:40:04.103] [bbotk]           3  0.1686432
## INFO  [12:40:04.103] [bbotk]           2  0.1500289
## INFO  [12:40:04.103] [bbotk]           2  0.0949471
## INFO  [12:40:04.103] [bbotk]           2  0.1646904
## INFO  [12:40:04.103] [bbotk]           2  0.1460673
## INFO  [12:40:04.103] [bbotk]           1  0.1751134
## INFO  [12:40:04.103] [bbotk]           4  0.2020360
## INFO  [12:40:04.338] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:40:04.522] [bbotk] Result of batch 170:
## INFO  [12:40:04.528] [bbotk]  heatF laneF   pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO  [12:40:04.528] [bbotk]      1     8 886.0000     0.7200000  741.9758        34.28904          32.81500
## INFO  [12:40:04.528] [bbotk]      1     4 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:40:04.528] [bbotk]      1     1 886.0000     0.7399269  103.0215        32.29000          32.81500
## INFO  [12:40:04.528] [bbotk]      6     9 912.3532     0.7006829  161.0956        33.90051          32.81500
## INFO  [12:40:04.528] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:40:04.528] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:40:04.528] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:40:04.528] [bbotk]      1     8 874.9335     0.7200000  129.1600        24.09847          31.67021
## INFO  [12:40:04.528] [bbotk]      9     1 925.5928     0.7126705  129.1600        25.79524          32.19481
## INFO  [12:40:04.528] [bbotk]      1     8 886.0000     0.7503064  129.1600        32.29000          32.81500
## INFO  [12:40:04.528] [bbotk]     12     0 875.6105     0.7341175  129.1600        32.29000          33.14030
## INFO  [12:40:04.528] [bbotk]      1     3 886.0000     0.7200000  129.1600        32.29000          34.93468
## INFO  [12:40:04.528] [bbotk]      1     8 888.0267     0.7200000  129.1600        32.94966          32.81500
## INFO  [12:40:04.528] [bbotk]      1     8 921.4238     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:40:04.528] [bbotk]      1     9 876.1151     0.7200000  129.1600        26.13956          32.81500
## INFO  [12:40:04.528] [bbotk]      1     8 913.7442     0.7200000  129.1600        32.29000          33.06756
## INFO  [12:40:04.528] [bbotk]      1     8 904.2788     0.7200000  129.1600        32.29000          31.42752
## INFO  [12:40:04.528] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          33.55755
## INFO  [12:40:04.528] [bbotk]      1     8 914.8064     0.7307347  129.1600        32.29000          33.06534
## INFO  [12:40:04.528] [bbotk]      1     8 994.4770     0.7131433  798.0005        32.29000          31.83859
## INFO  [12:40:04.528] [bbotk]  maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO  [12:40:04.528] [bbotk]          33.05000         27.69633 170  NA 3381        0.15     0.060118608
## INFO  [12:40:04.528] [bbotk]          25.35958         28.87404 170  NA 3382        0.15     0.090865335
## INFO  [12:40:04.528] [bbotk]          36.67757         23.37327 170  NA 3383        0.25     0.110759935
## INFO  [12:40:04.528] [bbotk]          33.05000         24.67598 170  NA 3384        0.10     0.167923098
## INFO  [12:40:04.528] [bbotk]          33.05000         30.48000 170  NA 3385        0.10     0.000000000
## INFO  [12:40:04.528] [bbotk]          33.05000         30.48000 170  NA 3386        0.10     0.000000000
## INFO  [12:40:04.528] [bbotk]          33.05000         29.99930 170  NA 3387        0.10     0.002418857
## INFO  [12:40:04.528] [bbotk]          33.05000         30.48000 170  NA 3388        0.05     0.041927626
## INFO  [12:40:04.528] [bbotk]          33.05000         30.48000 170  NA 3389        0.00     0.161893687
## INFO  [12:40:04.528] [bbotk]          33.05000         27.22845 170  NA 3390        0.25     0.021313653
## INFO  [12:40:04.528] [bbotk]          33.62161         29.25030 170  NA 3391        0.20     0.132865581
## INFO  [12:40:04.528] [bbotk]          33.05000         30.48000 170  NA 3392        0.15     0.067042866
## INFO  [12:40:04.528] [bbotk]          33.05000         30.48000 170  NA 3393        0.15     0.003421331
## INFO  [12:40:04.528] [bbotk]          33.05000         24.67598 170  NA 3394        0.10     0.041758287
## INFO  [12:40:04.528] [bbotk]          33.05000         30.48000 170  NA 3395        0.10     0.087529423
## INFO  [12:40:04.528] [bbotk]          23.83682         30.32268 170  NA 3396        0.35     0.040307422
## INFO  [12:40:04.528] [bbotk]          33.11443         30.48000 170  NA 3397        0.00     0.012058124
## INFO  [12:40:04.528] [bbotk]          31.41336         28.86549 170  NA 3398        0.20     0.016102702
## INFO  [12:40:04.528] [bbotk]          31.04335         26.45086 170  NA 3399        0.00     0.039459026
## INFO  [12:40:04.528] [bbotk]          35.30382         30.48000 170  NA 3400        0.00     0.091754803
## INFO  [12:40:04.528] [bbotk]  no_changed dist_train
## INFO  [12:40:04.528] [bbotk]           3  0.2069271
## INFO  [12:40:04.528] [bbotk]           3  0.1435152
## INFO  [12:40:04.528] [bbotk]           5  0.1363893
## INFO  [12:40:04.528] [bbotk]           7  0.2544906
## INFO  [12:40:04.528] [bbotk]           0  0.1500290
## INFO  [12:40:04.528] [bbotk]           0  0.1500290
## INFO  [12:40:04.528] [bbotk]           1  0.1492274
## INFO  [12:40:04.528] [bbotk]           3  0.1774344
## INFO  [12:40:04.528] [bbotk]           6  0.1926123
## INFO  [12:40:04.528] [bbotk]           2  0.1648542
## INFO  [12:40:04.528] [bbotk]           7  0.2167129
## INFO  [12:40:04.528] [bbotk]           2  0.1576279
## INFO  [12:40:04.528] [bbotk]           2  0.1520329
## INFO  [12:40:04.528] [bbotk]           2  0.1646904
## INFO  [12:40:04.528] [bbotk]           3  0.1784890
## INFO  [12:40:04.528] [bbotk]           4  0.1696936
## INFO  [12:40:04.528] [bbotk]           3  0.1526844
## INFO  [12:40:04.528] [bbotk]           3  0.1539970
## INFO  [12:40:04.528] [bbotk]           5  0.1545769
## INFO  [12:40:04.528] [bbotk]           5  0.2207689
## INFO  [12:40:04.779] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:40:04.918] [bbotk] Result of batch 171:
## INFO  [12:40:04.924] [bbotk]  heatF laneF   pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO  [12:40:04.924] [bbotk]      8     8 897.9851     0.6903293  822.7192        32.29000          32.81500
## INFO  [12:40:04.924] [bbotk]      7     6 970.3271     0.7146653  129.1600        32.29000          32.81500
## INFO  [12:40:04.924] [bbotk]      1     8 886.0000     0.6992873  129.1600        32.29000          32.81500
## INFO  [12:40:04.924] [bbotk]      1     8 889.8415     0.7347037  129.1600        32.29000          32.81500
## INFO  [12:40:04.924] [bbotk]      1     8 878.2611     0.7624339  129.1600        27.75213          32.81500
## INFO  [12:40:04.924] [bbotk]     10     7 975.6523     0.7200000  328.4394        32.29000          32.81500
## INFO  [12:40:04.924] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:40:04.924] [bbotk]     12     8 944.7282     0.7200000  129.1600        26.62125          32.81500
## INFO  [12:40:04.924] [bbotk]      1     0 910.0848     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:40:04.924] [bbotk]      1     8 886.0000     0.6956833  129.1600        32.29000          29.49112
## INFO  [12:40:04.924] [bbotk]      1     9 905.0635     0.7200000  129.1600        21.45499          31.45576
## INFO  [12:40:04.924] [bbotk]      7     8 915.5067     0.7200000  469.1604        21.86100          32.81500
## INFO  [12:40:04.924] [bbotk]      1     4 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:40:04.924] [bbotk]      2     8 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:40:04.924] [bbotk]     11     6 863.9369     0.7200000  129.1600        32.29000          24.95656
## INFO  [12:40:04.924] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:40:04.924] [bbotk]      1     8 918.7217     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:40:04.924] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:40:04.924] [bbotk]      2     8 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:40:04.924] [bbotk]      1     5 940.1454     0.7200000  129.1600        29.43916          31.36213
## INFO  [12:40:04.924] [bbotk]  maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO  [12:40:04.924] [bbotk]          35.72367         30.48000 171  NA 3401        0.00     0.119164875
## INFO  [12:40:04.924] [bbotk]          29.10078         30.57685 171  NA 3402        0.35     0.161192538
## INFO  [12:40:04.924] [bbotk]          33.05000         29.34753 171  NA 3403        0.10     0.009082955
## INFO  [12:40:04.924] [bbotk]          26.35885         29.98267 171  NA 3404        0.30     0.027113657
## INFO  [12:40:04.924] [bbotk]          29.36217         30.48000 171  NA 3405        0.25     0.039761161
## INFO  [12:40:04.924] [bbotk]          33.05000         30.48000 171  NA 3406        0.15     0.161747101
## INFO  [12:40:04.924] [bbotk]          25.29854         22.54073 171  NA 3407        0.25     0.064100868
## INFO  [12:40:04.924] [bbotk]          35.84396         22.70559 171  NA 3408        0.15     0.150689075
## INFO  [12:40:04.924] [bbotk]          33.05000         25.89030 171  NA 3409        0.00     0.090453343
## INFO  [12:40:04.924] [bbotk]          21.71991         30.48000 171  NA 3410        0.25     0.052162672
## INFO  [12:40:04.924] [bbotk]          31.19269         31.07282 171  NA 3411        0.10     0.124018709
## INFO  [12:40:04.924] [bbotk]          25.77637         24.25222 171  NA 3412        0.35     0.187053651
## INFO  [12:40:04.924] [bbotk]          33.05000         24.58265 171  NA 3413        0.15     0.088498704
## INFO  [12:40:04.924] [bbotk]          23.66753         24.80596 171  NA 3414        0.25     0.116607572
## INFO  [12:40:04.924] [bbotk]          26.35564         30.48000 171  NA 3415        0.25     0.176794679
## INFO  [12:40:04.924] [bbotk]          33.05000         30.48000 171  NA 3416        0.10     0.000000000
## INFO  [12:40:04.924] [bbotk]          33.05000         30.48000 171  NA 3417        0.10     0.011595233
## INFO  [12:40:04.924] [bbotk]          31.04335         30.48000 171  NA 3418        0.10     0.006252030
## INFO  [12:40:04.924] [bbotk]          33.05000         29.00409 171  NA 3419        0.20     0.066250216
## INFO  [12:40:04.924] [bbotk]          30.15280         25.33921 171  NA 3420        0.00     0.130221098
## INFO  [12:40:04.924] [bbotk]  no_changed dist_train
## INFO  [12:40:04.924] [bbotk]           5  0.2593734
## INFO  [12:40:04.924] [bbotk]           6  0.2509805
## INFO  [12:40:04.924] [bbotk]           2  0.1552581
## INFO  [12:40:04.924] [bbotk]           4  0.1692368
## INFO  [12:40:04.924] [bbotk]           4  0.1704372
## INFO  [12:40:04.924] [bbotk]           4  0.2515351
## INFO  [12:40:04.924] [bbotk]           2  0.1984295
## INFO  [12:40:04.924] [bbotk]           5  0.2532566
## INFO  [12:40:04.924] [bbotk]           3  0.1770209
## INFO  [12:40:04.924] [bbotk]           3  0.1718927
## INFO  [12:40:04.924] [bbotk]           6  0.2081061
## INFO  [12:40:04.924] [bbotk]           6  0.2805142
## INFO  [12:40:04.924] [bbotk]           2  0.1431724
## INFO  [12:40:04.924] [bbotk]           3  0.2509362
## INFO  [12:40:04.924] [bbotk]           5  0.2680001
## INFO  [12:40:04.924] [bbotk]           0  0.1500290
## INFO  [12:40:04.924] [bbotk]           1  0.1527458
## INFO  [12:40:04.924] [bbotk]           1  0.1562810
## INFO  [12:40:04.924] [bbotk]           2  0.2130587
## INFO  [12:40:04.924] [bbotk]           6  0.1683545
## INFO  [12:40:05.125] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:40:05.281] [bbotk] Result of batch 172:
## INFO  [12:40:05.287] [bbotk]  heatF laneF    pointP reactiontimeP swimtimeP mediaParcialesP
## INFO  [12:40:05.287] [bbotk]      1     8  899.8214     0.7200000 129.16000        32.29000
## INFO  [12:40:05.287] [bbotk]      2     8  987.4691     0.6984677  32.67672        32.29000
## INFO  [12:40:05.287] [bbotk]      1     8  914.7636     0.7200000 129.16000        21.94625
## INFO  [12:40:05.287] [bbotk]      1     1  906.9228     0.7399269 129.16000        32.29000
## INFO  [12:40:05.287] [bbotk]      1     0  886.0000     0.7200000 129.16000        32.29000
## INFO  [12:40:05.287] [bbotk]      1     8  915.1271     0.7200000 129.16000        25.37303
## INFO  [12:40:05.287] [bbotk]      1     5  914.8064     0.7200000  93.64162        32.29000
## INFO  [12:40:05.287] [bbotk]      1     3  880.7635     0.7200000 129.16000        31.49949
## INFO  [12:40:05.287] [bbotk]      1     8  882.8930     0.7200000 129.16000        32.29000
## INFO  [12:40:05.287] [bbotk]      1     8 1000.0151     0.6827775 129.16000        32.29000
## INFO  [12:40:05.287] [bbotk]      1     8  886.0000     0.7200000 129.16000        32.29000
## INFO  [12:40:05.287] [bbotk]      6     8 1015.7896     0.7345746 129.16000        32.29000
## INFO  [12:40:05.287] [bbotk]      1     8  888.0267     0.7200000 331.73496        23.20442
## INFO  [12:40:05.287] [bbotk]      1     8  886.0000     0.7200000 506.06205        32.29000
## INFO  [12:40:05.287] [bbotk]      1     4  921.4238     0.7200000 925.58754        32.29000
## INFO  [12:40:05.287] [bbotk]      1     4  920.3716     0.7316452 129.16000        32.29000
## INFO  [12:40:05.287] [bbotk]      1     8  886.0000     0.7200000 129.16000        32.29000
## INFO  [12:40:05.287] [bbotk]      1     3  886.0000     0.7200000 129.16000        32.29000
## INFO  [12:40:05.287] [bbotk]      1     8  886.0000     0.7200000 129.16000        32.29000
## INFO  [12:40:05.287] [bbotk]      1     8  886.0000     0.7200000 129.16000        32.29000
## INFO  [12:40:05.287] [bbotk]  medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO  [12:40:05.287] [bbotk]           32.81500         33.05000         30.48000 172  NA 3421        0.05
## INFO  [12:40:05.287] [bbotk]           29.94128         33.05000         29.08692 172  NA 3422        0.15
## INFO  [12:40:05.287] [bbotk]           28.01690         26.36666         30.48000 172  NA 3423        0.30
## INFO  [12:40:05.287] [bbotk]           32.81500         33.05000         28.61082 172  NA 3424        0.00
## INFO  [12:40:05.287] [bbotk]           22.82667         33.05000         30.48000 172  NA 3425        0.10
## INFO  [12:40:05.287] [bbotk]           33.05435         26.79581         29.04730 172  NA 3426        0.25
## INFO  [12:40:05.287] [bbotk]           32.81500         33.05000         23.49347 172  NA 3427        0.00
## INFO  [12:40:05.287] [bbotk]           35.91161         33.05000         30.48000 172  NA 3428        0.15
## INFO  [12:40:05.287] [bbotk]           32.81500         33.05000         24.46707 172  NA 3429        0.25
## INFO  [12:40:05.287] [bbotk]           31.53990         31.20504         26.64109 172  NA 3430        0.00
## INFO  [12:40:05.287] [bbotk]           32.81500         33.05000         29.25030 172  NA 3431        0.15
## INFO  [12:40:05.287] [bbotk]           32.81500         33.05000         30.48000 172  NA 3432        0.10
## INFO  [12:40:05.287] [bbotk]           32.19481         33.05000         30.48000 172  NA 3433        0.05
## INFO  [12:40:05.287] [bbotk]           32.32330         33.49876         30.48000 172  NA 3434        0.05
## INFO  [12:40:05.287] [bbotk]           33.11776         33.05000         24.67598 172  NA 3435        0.00
## INFO  [12:40:05.287] [bbotk]           32.81500         33.05000         23.67264 172  NA 3436        0.00
## INFO  [12:40:05.287] [bbotk]           31.42752         33.05000         30.48000 172  NA 3437        0.05
## INFO  [12:40:05.287] [bbotk]           32.81500         33.05000         30.48000 172  NA 3438        0.00
## INFO  [12:40:05.287] [bbotk]           32.81500         31.04335         29.03133 172  NA 3439        0.10
## INFO  [12:40:05.287] [bbotk]           32.81500         33.05000         21.86185 172  NA 3440        0.20
## INFO  [12:40:05.287] [bbotk]  dist_x_interest no_changed dist_train
## INFO  [12:40:05.287] [bbotk]      0.004897744          1  0.1535093
## INFO  [12:40:05.287] [bbotk]      0.122421592          6  0.2093111
## INFO  [12:40:05.287] [bbotk]      0.092007154          4  0.1793424
## INFO  [12:40:05.287] [bbotk]      0.078899328          4  0.1033754
## INFO  [12:40:05.287] [bbotk]      0.097554487          2  0.1887599
## INFO  [12:40:05.287] [bbotk]      0.066288890          5  0.1619034
## INFO  [12:40:05.287] [bbotk]      0.106385035          4  0.1929377
## INFO  [12:40:05.287] [bbotk]      0.075925949          4  0.1662651
## INFO  [12:40:05.287] [bbotk]      0.031357770          2  0.1781663
## INFO  [12:40:05.287] [bbotk]      0.076494202          5  0.1654684
## INFO  [12:40:05.287] [bbotk]      0.006187807          1  0.1529963
## INFO  [12:40:05.287] [bbotk]      0.107197084          3  0.2460243
## INFO  [12:40:05.287] [bbotk]      0.052888607          4  0.1910274
## INFO  [12:40:05.287] [bbotk]      0.026626673          3  0.1764064
## INFO  [12:40:05.287] [bbotk]      0.151036997          5  0.1830318
## INFO  [12:40:05.287] [bbotk]      0.107160534          4  0.1391553
## INFO  [12:40:05.287] [bbotk]      0.005380122          1  0.1554091
## INFO  [12:40:05.287] [bbotk]      0.058823529          1  0.1500290
## INFO  [12:40:05.287] [bbotk]      0.013541652          2  0.1507994
## INFO  [12:40:05.287] [bbotk]      0.043366118          1  0.1901746
## INFO  [12:40:05.469] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:40:05.608] [bbotk] Result of batch 173:
## INFO  [12:40:05.613] [bbotk]  heatF laneF   pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO  [12:40:05.613] [bbotk]      1     8 886.0000     0.7108623  129.1600        26.51401          32.81500
## INFO  [12:40:05.613] [bbotk]      1     8 914.8064     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:40:05.613] [bbotk]      1     8 921.7657     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:40:05.613] [bbotk]      1     8 920.0932     0.7200000  372.4088        31.96991          32.81500
## INFO  [12:40:05.613] [bbotk]      1     8 858.6928     0.7200000  793.0199        25.37711          32.81500
## INFO  [12:40:05.613] [bbotk]      3     3 886.0000     0.6671880  215.3719        32.29000          32.81500
## INFO  [12:40:05.613] [bbotk]      1     8 904.3641     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:40:05.613] [bbotk]     12     8 896.9957     0.7165203  521.9667        32.29000          32.81500
## INFO  [12:40:05.613] [bbotk]      1     8 881.4653     0.7019806  129.1600        32.29000          30.52193
## INFO  [12:40:05.613] [bbotk]      1     8 914.7636     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:40:05.613] [bbotk]      1     8 906.3018     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:40:05.613] [bbotk]      1     1 886.0000     0.7412427  129.1600        32.29000          32.81500
## INFO  [12:40:05.613] [bbotk]      1     4 961.7781     0.7200000  129.1600        32.29000          30.83114
## INFO  [12:40:05.613] [bbotk]      1     5 897.4561     0.7200000  129.1600        26.28681          23.75835
## INFO  [12:40:05.613] [bbotk]      3     8 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:40:05.613] [bbotk]      1     1 906.9228     0.7399269  129.1600        32.29000          32.81500
## INFO  [12:40:05.613] [bbotk]      1     8 886.0000     0.7200000  129.1600        32.29000          32.81500
## INFO  [12:40:05.613] [bbotk]      1     8 916.9584     0.7200000  462.2945        32.29000          32.81500
## INFO  [12:40:05.613] [bbotk]      1     3 886.0000     0.7200000  129.1600        32.29000          21.37245
## INFO  [12:40:05.613] [bbotk]      1     8 970.0940     0.7342418  129.1600        32.29000          30.77140
## INFO  [12:40:05.613] [bbotk]  maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO  [12:40:05.613] [bbotk]          33.05000         28.77264 173  NA 3441        0.20     0.033753122
## INFO  [12:40:05.613] [bbotk]          33.05000         29.03133 173  NA 3442        0.05     0.017497420
## INFO  [12:40:05.613] [bbotk]          33.05000         29.87180 173  NA 3443        0.05     0.015734330
## INFO  [12:40:05.613] [bbotk]          33.05000         30.48000 173  NA 3444        0.10     0.028444550
## INFO  [12:40:05.613] [bbotk]          33.05000         24.67811 173  NA 3445        0.20     0.108277049
## INFO  [12:40:05.613] [bbotk]          33.05000         25.25313 173  NA 3446        0.10     0.157912444
## INFO  [12:40:05.613] [bbotk]          31.30563         29.75810 173  NA 3447        0.00     0.015574878
## INFO  [12:40:05.613] [bbotk]          33.05000         30.48000 173  NA 3448        0.00     0.087594561
## INFO  [12:40:05.613] [bbotk]          33.05000         30.48000 173  NA 3449        0.05     0.013442906
## INFO  [12:40:05.613] [bbotk]          33.05000         28.87404 173  NA 3450        0.05     0.018273745
## INFO  [12:40:05.613] [bbotk]          33.05000         28.62879 173  NA 3451        0.00     0.016509348
## INFO  [12:40:05.613] [bbotk]          33.05000         28.80503 173  NA 3452        0.15     0.070722923
## INFO  [12:40:05.613] [bbotk]          33.05000         30.48000 173  NA 3453        0.05     0.093368817
## INFO  [12:40:05.613] [bbotk]          33.05000         30.48000 173  NA 3454        0.05     0.122601050
## INFO  [12:40:05.613] [bbotk]          33.05000         30.48000 173  NA 3455        0.10     0.058823529
## INFO  [12:40:05.613] [bbotk]          33.05000         30.48000 173  NA 3456        0.15     0.069493726
## INFO  [12:40:05.613] [bbotk]          33.05000         29.91799 173  NA 3457        0.10     0.002828015
## INFO  [12:40:05.613] [bbotk]          33.05000         29.06678 173  NA 3458        0.05     0.038695264
## INFO  [12:40:05.613] [bbotk]          33.05000         29.09833 173  NA 3459        0.05     0.110145916
## INFO  [12:40:05.613] [bbotk]          33.05000         30.48000 173  NA 3460        0.05     0.040050870
## INFO  [12:40:05.613] [bbotk]  no_changed dist_train
## INFO  [12:40:05.613] [bbotk]           3 0.15884830
## INFO  [12:40:05.613] [bbotk]           2 0.14684363
## INFO  [12:40:05.613] [bbotk]           2 0.14860672
## INFO  [12:40:05.613] [bbotk]           3 0.16599991
## INFO  [12:40:05.613] [bbotk]           4 0.23635841
## INFO  [12:40:05.613] [bbotk]           5 0.24589742
## INFO  [12:40:05.613] [bbotk]           3 0.14876617
## INFO  [12:40:05.613] [bbotk]           4 0.23620609
## INFO  [12:40:05.613] [bbotk]           3 0.15411194
## INFO  [12:40:05.613] [bbotk]           2 0.14606730
## INFO  [12:40:05.613] [bbotk]           2 0.15015860
## INFO  [12:40:05.613] [bbotk]           3 0.09661640
## INFO  [12:40:05.613] [bbotk]           3 0.13476645
## INFO  [12:40:05.613] [bbotk]           4 0.20821469
## INFO  [12:40:05.613] [bbotk]           1 0.20885249
## INFO  [12:40:05.613] [bbotk]           3 0.09719022
## INFO  [12:40:05.613] [bbotk]           1 0.14963652
## INFO  [12:40:05.613] [bbotk]           3 0.16687306
## INFO  [12:40:05.613] [bbotk]           3 0.19813090
## INFO  [12:40:05.613] [bbotk]           3 0.16302945
## INFO  [12:40:05.890] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:40:06.021] [bbotk] Result of batch 174:
## INFO  [12:40:06.027] [bbotk]  heatF laneF   pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO  [12:40:06.027] [bbotk]      1     8 944.3984     0.7200000  787.6355         33.9158          31.36392
## INFO  [12:40:06.027] [bbotk]      1     3 918.7345     0.7200000  821.7072         32.2900          27.77354
## INFO  [12:40:06.027] [bbotk]      1     4 886.0000     0.7316338  129.1600         32.2900          32.81500
## INFO  [12:40:06.027] [bbotk]      1     1 914.8064     0.7348578  129.1600         32.2900          25.37954
## INFO  [12:40:06.027] [bbotk]      6     8 925.5928     0.7200000  129.1600         32.2900          27.46821
## INFO  [12:40:06.027] [bbotk]      1     8 914.8064     0.7200000  129.1600         32.2900          31.46698
## INFO  [12:40:06.027] [bbotk]      8     6 913.9409     0.7200000  129.1600         32.2900          32.81500
## INFO  [12:40:06.027] [bbotk]      3     8 886.0000     0.7288133  710.5312         32.2900          28.20522
## INFO  [12:40:06.027] [bbotk]      1     8 886.0000     0.7200000  516.0078         32.2900          30.87611
## INFO  [12:40:06.027] [bbotk]      1     8 886.0000     0.7200000  129.1600         32.2900          31.04855
## INFO  [12:40:06.027] [bbotk]      1     8 899.8214     0.7200000  129.1600         32.2900          32.81500
## INFO  [12:40:06.027] [bbotk]      8     9 886.0000     0.7200000  717.4487         32.2900          26.27652
## INFO  [12:40:06.027] [bbotk]      1     8 945.0405     0.7431711  941.3624         32.2900          32.81500
## INFO  [12:40:06.027] [bbotk]      1     8 886.0000     0.7200000  129.1600         32.2900          32.81500
## INFO  [12:40:06.027] [bbotk]      1     4 886.0000     0.7109237  129.1600         32.2900          32.81500
## INFO  [12:40:06.027] [bbotk]      1     8 910.9924     0.7200000  129.1600         32.2900          32.81500
## INFO  [12:40:06.027] [bbotk]      1     8 902.3840     0.7200000  129.1600         32.2900          32.81500
## INFO  [12:40:06.027] [bbotk]      1     4 921.4238     0.7200000  129.1600         32.2900          32.81500
## INFO  [12:40:06.027] [bbotk]      1     8 902.0452     0.7200000  129.1600         32.2900          32.81500
## INFO  [12:40:06.027] [bbotk]      6     8 975.8535     0.7200000  129.1600         32.2900          32.23258
## INFO  [12:40:06.027] [bbotk]  maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO  [12:40:06.027] [bbotk]          22.03971         27.59645 174  NA 3461        0.05     0.122542049
## INFO  [12:40:06.027] [bbotk]          33.05000         23.40867 174  NA 3462        0.10     0.168408062
## INFO  [12:40:06.027] [bbotk]          22.91098         29.91281 174  NA 3463        0.15     0.095168237
## INFO  [12:40:06.027] [bbotk]          33.05000         30.48000 174  NA 3464        0.10     0.100290958
## INFO  [12:40:06.027] [bbotk]          33.05000         30.48000 174  NA 3465        0.10     0.093586424
## INFO  [12:40:06.027] [bbotk]          33.05000         29.03133 174  NA 3466        0.00     0.022724543
## INFO  [12:40:06.027] [bbotk]          33.05000         28.62879 174  NA 3467        0.00     0.136863383
## INFO  [12:40:06.027] [bbotk]          33.05000         29.75810 174  NA 3468        0.00     0.117745144
## INFO  [12:40:06.027] [bbotk]          33.13986         30.48000 174  NA 3469        0.05     0.031735566
## INFO  [12:40:06.027] [bbotk]          33.05000         30.48000 174  NA 3470        0.05     0.006849643
## INFO  [12:40:06.027] [bbotk]          33.05000         30.48000 174  NA 3471        0.05     0.004897744
## INFO  [12:40:06.027] [bbotk]          33.05000         27.28650 174  NA 3472        0.15     0.195472381
## INFO  [12:40:06.027] [bbotk]          33.05000         30.48000 174  NA 3473        0.05     0.074964945
## INFO  [12:40:06.027] [bbotk]          34.20299         29.04515 174  NA 3474        0.25     0.010812396
## INFO  [12:40:06.027] [bbotk]          34.87360         25.91249 174  NA 3475        0.10     0.088971801
## INFO  [12:40:06.027] [bbotk]          33.05000         30.48000 174  NA 3476        0.10     0.008856279
## INFO  [12:40:06.027] [bbotk]          33.05000         30.48000 174  NA 3477        0.05     0.005805826
## INFO  [12:40:06.027] [bbotk]          33.05000         24.67598 174  NA 3478        0.00     0.100581816
## INFO  [12:40:06.027] [bbotk]          33.05000         28.03494 174  NA 3479        0.00     0.017989177
## INFO  [12:40:06.027] [bbotk]          33.05000         29.70700 174  NA 3480        0.00     0.096812012
## INFO  [12:40:06.027] [bbotk]  no_changed dist_train
## INFO  [12:40:06.027] [bbotk]           6  0.2201034
## INFO  [12:40:06.027] [bbotk]           5  0.2332463
## INFO  [12:40:06.027] [bbotk]           4  0.1582722
## INFO  [12:40:06.027] [bbotk]           4  0.1279875
## INFO  [12:40:06.027] [bbotk]           3  0.2094581
## INFO  [12:40:06.027] [bbotk]           3  0.1416165
## INFO  [12:40:06.027] [bbotk]           4  0.2234309
## INFO  [12:40:06.027] [bbotk]           5  0.2518656
## INFO  [12:40:06.027] [bbotk]           3  0.1810401
## INFO  [12:40:06.027] [bbotk]           1  0.1568786
## INFO  [12:40:06.027] [bbotk]           1  0.1535093
## INFO  [12:40:06.027] [bbotk]           5  0.2834574
## INFO  [12:40:06.027] [bbotk]           3  0.2137922
## INFO  [12:40:06.027] [bbotk]           2  0.1573717
## INFO  [12:40:06.027] [bbotk]           4  0.1406794
## INFO  [12:40:06.027] [bbotk]           1  0.1554848
## INFO  [12:40:06.027] [bbotk]           1  0.1544174
## INFO  [12:40:06.027] [bbotk]           3  0.1325766
## INFO  [12:40:06.027] [bbotk]           2  0.1546552
## INFO  [12:40:06.027] [bbotk]           4  0.2233430
## INFO  [12:40:06.177] [bbotk] Evaluating 20 configuration(s)
## INFO  [12:40:06.326] [bbotk] Result of batch 175:
## INFO  [12:40:06.332] [bbotk]  heatF laneF    pointP reactiontimeP swimtimeP mediaParcialesP
## INFO  [12:40:06.332] [bbotk]      1     8  902.3840     0.7200000  129.1600        32.29000
## INFO  [12:40:06.332] [bbotk]      1     8 1009.3246     0.7200000  129.1600        32.29000
## INFO  [12:40:06.332] [bbotk]      1     0  907.3572     0.7200000  129.1600        31.65541
## INFO  [12:40:06.332] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:40:06.332] [bbotk]      6     2  886.0000     0.7158361  129.1600        26.95128
## INFO  [12:40:06.332] [bbotk]      1     8  886.0000     0.7200000  958.7907        32.29000
## INFO  [12:40:06.332] [bbotk]      1     8  914.8064     0.7200000  129.1600        32.29000
## INFO  [12:40:06.332] [bbotk]      1     8  914.7636     0.7200000  129.1600        32.29000
## INFO  [12:40:06.332] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:40:06.332] [bbotk]      1     8  899.8214     0.7200000  129.1600        32.29000
## INFO  [12:40:06.332] [bbotk]      1     4  886.0000     0.7200000  129.1600        25.15278
## INFO  [12:40:06.332] [bbotk]      1     8  914.8064     0.7200000  129.1600        28.41600
## INFO  [12:40:06.332] [bbotk]      1     8  948.6498     0.7200000  129.1600        24.10550
## INFO  [12:40:06.332] [bbotk]      3     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:40:06.332] [bbotk]      1     8  916.9584     0.7200000  129.1600        32.29000
## INFO  [12:40:06.332] [bbotk]      7     8  886.0000     0.7136883  129.1600        32.29000
## INFO  [12:40:06.332] [bbotk]      1     8  926.7875     0.7200000  129.1600        32.29000
## INFO  [12:40:06.332] [bbotk]      1     8  901.4947     0.7200000  129.1600        32.29000
## INFO  [12:40:06.332] [bbotk]      1     8  914.8064     0.7200000  129.1600        32.29000
## INFO  [12:40:06.332] [bbotk]      1     8  886.0000     0.7200000  129.1600        32.29000
## INFO  [12:40:06.332] [bbotk]  medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO  [12:40:06.332] [bbotk]           32.81500         33.05000         28.76763 175  NA 3481        0.00
## INFO  [12:40:06.332] [bbotk]           22.01953         33.71268         28.61082 175  NA 3482        0.00
## INFO  [12:40:06.332] [bbotk]           33.91383         33.05000         25.76746 175  NA 3483        0.05
## INFO  [12:40:06.332] [bbotk]           30.92949         33.05000         29.25030 175  NA 3484        0.05
## INFO  [12:40:06.332] [bbotk]           32.81500         33.05000         28.54786 175  NA 3485        0.15
## INFO  [12:40:06.332] [bbotk]           35.72326         33.05000         30.48000 175  NA 3486        0.15
## INFO  [12:40:06.332] [bbotk]           32.81500         39.66712         30.48000 175  NA 3487        0.05
## INFO  [12:40:06.332] [bbotk]           32.81500         33.05000         28.87404 175  NA 3488        0.05
## INFO  [12:40:06.332] [bbotk]           32.19481         33.05000         30.48000 175  NA 3489        0.05
## INFO  [12:40:06.332] [bbotk]           32.81500         33.05000         30.48000 175  NA 3490        0.05
## INFO  [12:40:06.332] [bbotk]           32.81500         37.94809         22.45240 175  NA 3491        0.20
## INFO  [12:40:06.332] [bbotk]           32.21096         33.05000         27.59179 175  NA 3492        0.00
## INFO  [12:40:06.332] [bbotk]           32.81500         33.05000         30.48000 175  NA 3493        0.10
## INFO  [12:40:06.332] [bbotk]           32.81500         25.65898         30.48000 175  NA 3494        0.30
## INFO  [12:40:06.332] [bbotk]           31.53990         33.05000         29.25203 175  NA 3495        0.00
## INFO  [12:40:06.332] [bbotk]           29.19791         33.05000         30.48000 175  NA 3496        0.10
## INFO  [12:40:06.332] [bbotk]           32.81500         33.05000         30.48000 175  NA 3497        0.10
## INFO  [12:40:06.332] [bbotk]           32.81500         31.47885         32.79468 175  NA 3498        0.15
## INFO  [12:40:06.332] [bbotk]           32.81500         33.05000         29.03133 175  NA 3499        0.05
## INFO  [12:40:06.332] [bbotk]           32.81500         33.05000         30.48000 175  NA 3500        0.10
## INFO  [12:40:06.332] [bbotk]  dist_x_interest no_changed dist_train
## INFO  [12:40:06.332] [bbotk]      0.014422398          2  0.1508483
## INFO  [12:40:06.332] [bbotk]      0.097032189          4  0.1966004
## INFO  [12:40:06.332] [bbotk]      0.096966198          5  0.1826675
## INFO  [12:40:06.332] [bbotk]      0.013499095          2  0.1508420
## INFO  [12:40:06.332] [bbotk]      0.149926743          5  0.2376659
## INFO  [12:40:06.332] [bbotk]      0.062612869          2  0.2120214
## INFO  [12:40:06.332] [bbotk]      0.030824432          2  0.1747499
## INFO  [12:40:06.332] [bbotk]      0.018273745          2  0.1460673
## INFO  [12:40:06.332] [bbotk]      0.002404880          1  0.1524338
## INFO  [12:40:06.332] [bbotk]      0.004897744          1  0.1535093
## INFO  [12:40:06.332] [bbotk]      0.143725474          4  0.1719071
## INFO  [12:40:06.332] [bbotk]      0.042958193          4  0.1459395
## INFO  [12:40:06.332] [bbotk]      0.055738729          2  0.1746098
## INFO  [12:40:06.332] [bbotk]      0.081851375          2  0.2318803
## INFO  [12:40:06.332] [bbotk]      0.022093856          3  0.1422472
## INFO  [12:40:06.332] [bbotk]      0.073880556          3  0.2132034
## INFO  [12:40:06.332] [bbotk]      0.014453398          1  0.1532806
## INFO  [12:40:06.332] [bbotk]      0.022033205          3  0.1656026
## INFO  [12:40:06.332] [bbotk]      0.017497420          2  0.1468436
## INFO  [12:40:06.332] [bbotk]      0.000000000          0  0.1500290
## `x_interest` was removed from results.

Veamos cuantos contrafácticos se logran.

print(cfactuals)
## 97 Counterfactual(s) 
##  
## Desired class: 1 
## Desired predicted probability range: [0.6, 1] 
##  
## Head: 
##    distance stroke gender continente  heatF  laneF  edad  heatP  laneP   pointP
##      <fctr> <fctr> <fctr>     <fctr> <fctr> <fctr> <num> <fctr> <fctr>    <num>
## 1:      200   BACK      F     Europe      1      3    29      1      3 886.0000
## 2:      200   BACK      F     Europe      1      4    29      1      3 886.0000
## 3:      200   BACK      F     Europe      1      8    29      1      3 901.3415
##    reactiontimeP swimtimeP daytimeP mediaParcialesP medianaParcialesP
##            <num>     <num>    <num>           <num>             <num>
## 1:     0.7200000    129.16     1749           32.29          32.81500
## 2:     0.7200000    129.16     1749           32.29          32.31342
## 3:     0.6606824    129.16     1749           32.29          32.81500
##    maximoParcialesP minimoParcialesP
##               <num>            <num>
## 1:            33.05          30.4800
## 2:            33.05          30.4800
## 3:            33.05          29.6312
head(cfactuals$predict(), 3)
##     0   1
## 1 0.4 0.6
## 2 0.4 0.6
## 3 0.4 0.6

Estos 90 contrafácticos representan combinaciones alternativas de valores en las características (variables explicativas) que, de ser alcanzadas, moverían al caso específico (x_interest) hacia la clase deseada con una probabilidad entre 0.6 y 1.

Filtramos por aquellos que son válidos, es decir, aquellos que tienen la predicción deseada

# Filtramos por aquellos que son válidos, es decir, aquellos que tienen la predicción deseada
cfactuals$subset_to_valid()
nrow(cfactuals$data)
## [1] 32
head(cfactuals$data,3)
##    distance stroke gender continente  heatF  laneF  edad  heatP  laneP   pointP
##      <fctr> <fctr> <fctr>     <fctr> <fctr> <fctr> <num> <fctr> <fctr>    <num>
## 1:      200   BACK      F     Europe      1      3    29      1      3 886.0000
## 2:      200   BACK      F     Europe      1      4    29      1      3 886.0000
## 3:      200   BACK      F     Europe      1      8    29      1      3 901.3415
##    reactiontimeP swimtimeP daytimeP mediaParcialesP medianaParcialesP
##            <num>     <num>    <num>           <num>             <num>
## 1:     0.7200000    129.16     1749           32.29          32.81500
## 2:     0.7200000    129.16     1749           32.29          32.31342
## 3:     0.6606824    129.16     1749           32.29          32.81500
##    maximoParcialesP minimoParcialesP
##               <num>            <num>
## 1:            33.05          30.4800
## 2:            33.05          30.4800
## 3:            33.05          29.6312

Es complicado de interpretar con las tablas. Procedemos a representar gráficamente los cambios sugeridos.

Este análisis proporciona visualizaciones clave para entender qué variables han sido más relevantes para los cambios contrafácticos generados y có.

# Pintamos las variables más importantes para lograr el cambio deseado
# Setting subset_zero = TRUE excludes all unchanged features from the plot.
cfactuals$plot_freq_of_feature_changes(subset_zero = TRUE)

# En azul el punto de interés y en gris los contrafácticos
cfactuals$plot_parallel(feature_names = names(
  cfactuals$get_freq_of_feature_changes()), digits_min_max = 2L)

La gran mayoría de contrafácticos filtrados nadan la final en la calle 8. Nuestro nadador de interés nadó en la calle 4. Me indica que en la preliminar debería haber nadado más rápido.

Todos los contrafácticos nos indican que nuestro punto de interés debería aumentar sus puntos porque todos ellos tienen más puntos que el x_interest. Con el maximoParcialesP, no queda tan claro, pues hay contrafácticos con valores mayores y otros con valores menores.

rm(cfactuals, moc_classif,predictor,x_interest)

Curvas ROC

df_test_arbol <- datos2015Target_test %>% select(target, distance, stroke, gender, continente,heatF, laneF, edad, heatP, laneP, pointP, reactiontimeP, swimtimeP, sesionP, mediaParcialesP, medianaParcialesP, maximoParcialesP, minimoParcialesP)
df_test_arbol$distance<- as.factor(df_test_arbol$distance)

La curva ROC mide la sensibilidad (tasa de verdaderos positivos) frente a la especificidad (1 - tasa de falsos positivos).

probs_arbol <- predict(arbol2, newdata = df_test_arbol[,-1], type = "prob")[, 2]

probs_knn2<- predict(modelo2knn, newdata = df_modelo2_knn_test[,-1], type = "prob")[, 2]

probs_bag2 <- predict(modeloBagging2, df_baggin_test, type = "prob")[, 2]

probs_random<-predict(rf2, newdata = df_test_random[,-1], type = "prob")[, 2]

roc_1 <- roc(df_test_arbol$target, probs_arbol)
## Setting levels: control = 0, case = 1
## Setting direction: controls < cases
roc_2<- roc(df_modelo2_knn_test$target, probs_knn2)
## Setting levels: control = 0, case = 1
## Setting direction: controls < cases
roc_3<- roc(df_test_random$target, probs_random)
## Setting levels: control = 0, case = 1
## Setting direction: controls < cases
roc_4<- roc(df_baggin_test$target, probs_bag2)
## Setting levels: control = 0, case = 1
## Setting direction: controls < cases
#mirar los dataframes. 

# Calcular el AUC para cada modelo
auc_1 <- pROC::auc(roc_1)
auc_2<- pROC::auc(roc_2)
auc_3<- pROC::auc(roc_3)
auc_4<- pROC::auc(roc_4)

# Imprimir los valores de AUC
cat("AUC  Árbol", auc_1, "\n")
## AUC  Árbol 0.5841667
cat("AUC KNN :", auc_2, "\n")
## AUC KNN : 0.5275
cat("AUC RF:", auc_3, "\n")
## AUC RF: 0.65
cat("AUC Bagging:", auc_4, "\n")
## AUC Bagging: 0.47
#cat("AUC KNN sin escalar k=3:", auc_knn_es_3, "\n")
#cat("AUC KNN con variables seleccionadas:", auc_knn_selected, "\n")

# Graficar las curvas ROC
plot(roc_1, col = "blue", lwd = 2, main = "Comparación de Curvas ROC para los Mejores Modelos")
lines(roc_2, col = "red", lwd = 2)
lines(roc_3, col = "pink", lwd = 2)
lines(roc_4, col = "yellow", lwd = 2)

abline(a = 0, b = 1, col = "gray", lty = 2)

legend("bottomright", legend = c("Árbol", "Knn", "Random Forest","Bagging"),
       col = c("blue", "red", "pink","yellow"), lwd = 2, cex = 0.5) 

Teniendo en cuenta los resultados en cada uno de los modelos ajustados y las curvas ROC, tomamos el modelo Bagging como el mejor modelo para predecir nuestra variable objetivo.

Validación

validation <- datos2015Target_validation %>% select(target, distance, stroke, gender,continente, heatF, laneF, edad, heatP, laneP, pointP, reactiontimeP, swimtimeP, daytimeP, mediaParcialesP, medianaParcialesP, maximoParcialesP, minimoParcialesP)
validation$distance<-as.factor(validation$distance)
library(caret)
pred_rf <- predict(rf2, validation[,-1] ,type="class")

cf_rf_val <- caret::confusionMatrix(pred_rf, as.factor(validation$target), positive='1')
cf_rf_val
## Confusion Matrix and Statistics
## 
##           Reference
## Prediction  0  1
##          0  5  5
##          1  4 13
##                                           
##                Accuracy : 0.6667          
##                  95% CI : (0.4604, 0.8348)
##     No Information Rate : 0.6667          
##     P-Value [Acc > NIR] : 0.5892          
##                                           
##                   Kappa : 0.2703          
##                                           
##  Mcnemar's Test P-Value : 1.0000          
##                                           
##             Sensitivity : 0.7222          
##             Specificity : 0.5556          
##          Pos Pred Value : 0.7647          
##          Neg Pred Value : 0.5000          
##              Prevalence : 0.6667          
##          Detection Rate : 0.4815          
##    Detection Prevalence : 0.6296          
##       Balanced Accuracy : 0.6389          
##                                           
##        'Positive' Class : 1               
## 

El modelo clasifica correctamente el 66.67% de los casos (Accuracy) y al 72.22% de los casos positivos (Sensitivity). El 76.47% de las veces que predice un caso como positivo son correctas. La especificidad es relativamente baja (55.56%), lo que indica que el modelo tiene problemas para identificar correctamente la clase negativa. Sin embargo, debemos tener en cuenta que el conjunto de datos en validación es limitado. Además, hemos de tener en cuenta que la tasa de falsos positivos es relativamente baja, el modelo captura en su mayoría correctamente a los casos positivos.